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Knowledge is an awareness of facts, a familiarity with individuals and situations, or a practical skill. Knowledge of facts, also called
proposition A proposition is a statement that can be either true or false. It is a central concept in the philosophy of language, semantics, logic, and related fields. Propositions are the object s denoted by declarative sentences; for example, "The sky ...
al knowledge, is often characterized as
true True most commonly refers to truth, the state of being in congruence with fact or reality. True may also refer to: Places * True, West Virginia, an unincorporated community in the United States * True, Wisconsin, a town in the United States * ...
belief A belief is a subjective Attitude (psychology), attitude that something is truth, true or a State of affairs (philosophy), state of affairs is the case. A subjective attitude is a mental state of having some Life stance, stance, take, or opinion ...
that is distinct from opinion or guesswork by virtue of justification. While there is wide agreement among philosophers that propositional knowledge is a form of true belief, many controversies focus on justification. This includes questions like how to understand justification, whether it is needed at all, and whether something else besides it is needed. These controversies intensified in the latter half of the 20th century due to a series of thought experiments called ''
Gettier cases The Gettier problem, in the field of epistemology, is a landmark philosophical problem concerning the understanding of descriptive knowledge. Attributed to American philosopher Edmund Gettier, Gettier-type counterexamples (called "Gettier-cases" ...
'' that provoked alternative definitions. Knowledge can be produced in many ways. The main source of empirical knowledge is
perception Perception () is the organization, identification, and interpretation of sensory information in order to represent and understand the presented information or environment. All perception involves signals that go through the nervous syste ...
, which involves the usage of the
senses A sense is a biological system used by an organism for sensation, the process of gathering information about the surroundings through the detection of stimuli. Although, in some cultures, five human senses were traditionally identified as su ...
to learn about the external world.
Introspection Introspection is the examination of one's own conscious thoughts and feelings. In psychology, the process of introspection relies on the observation of one's mental state, while in a spiritual context it may refer to the examination of one's s ...
allows people to learn about their internal
mental states A mental state, or a mental property, is a state of mind of a person. Mental states comprise a diverse class, including perception, pain/pleasure experience, belief, desire, intention, emotion, and memory. There is controversy concerning the exact ...
and processes. Other sources of knowledge include
memory Memory is the faculty of the mind by which data or information is encoded, stored, and retrieved when needed. It is the retention of information over time for the purpose of influencing future action. If past events could not be remembe ...
, rational intuition,
inference Inferences are steps in logical reasoning, moving from premises to logical consequences; etymologically, the word '' infer'' means to "carry forward". Inference is theoretically traditionally divided into deduction and induction, a distinct ...
, and
testimony Testimony is a solemn attestation as to the truth of a matter. Etymology The words "testimony" and "testify" both derive from the Latin word ''testis'', referring to the notion of a disinterested third-party witness. Law In the law, testimon ...
. According to
foundationalism Foundationalism concerns philosophical theories of knowledge resting upon non-inferential justified belief, or some secure foundation of certainty such as a conclusion inferred from a basis of sound premises.Simon Blackburn, ''The Oxford Dict ...
, some of these sources are basic in that they can justify beliefs, without depending on other mental states. Coherentists reject this claim and contend that a sufficient degree of coherence among all the mental states of the believer is necessary for knowledge. According to infinitism, an infinite chain of beliefs is needed. The main discipline investigating knowledge is
epistemology Epistemology is the branch of philosophy that examines the nature, origin, and limits of knowledge. Also called "the theory of knowledge", it explores different types of knowledge, such as propositional knowledge about facts, practical knowle ...
, which studies what people know, how they come to know it, and what it means to know something. It discusses the value of knowledge and the thesis of
philosophical skepticism Philosophical skepticism (UK spelling: scepticism; from Ancient Greek, Greek σκέψις ''skepsis'', "inquiry") is a family of philosophical views that question the possibility of knowledge. It differs from other forms of skepticism in that ...
, which questions the possibility of knowledge. Knowledge is relevant to many fields like the
science Science is a systematic discipline that builds and organises knowledge in the form of testable hypotheses and predictions about the universe. Modern science is typically divided into twoor threemajor branches: the natural sciences, which stu ...
s, which aim to acquire knowledge using the
scientific method The scientific method is an Empirical evidence, empirical method for acquiring knowledge that has been referred to while doing science since at least the 17th century. Historically, it was developed through the centuries from the ancient and ...
based on repeatable
experimentation An experiment is a procedure carried out to support or refute a hypothesis, or determine the efficacy or likelihood of something previously untried. Experiments provide insight into cause-and-effect by demonstrating what outcome occurs whe ...
,
observation Observation in the natural sciences is an act or instance of noticing or perceiving and the acquisition of information from a primary source. In living beings, observation employs the senses. In science, observation can also involve the percep ...
, and
measurement Measurement is the quantification of attributes of an object or event, which can be used to compare with other objects or events. In other words, measurement is a process of determining how large or small a physical quantity is as compared to ...
. Various religions hold that humans should seek knowledge and that God or the divine is the source of knowledge. The anthropology of knowledge studies how knowledge is acquired, stored, retrieved, and communicated in different cultures. The
sociology of knowledge The sociology of knowledge is the study of the relationship between human thought, the social context within which it arises, and the effects that prevailing ideas have on societies. It is not a specialized area of sociology. Instead, it deals w ...
examines under what sociohistorical circumstances knowledge arises, and what sociological consequences it has. The
history of knowledge Within academia, the history of knowledge is the field covering the accumulated and known human knowledge constructed or discovered during human history and its historic forms, focus, accumulation, bearers, impacts, mediations, distribution, appli ...
investigates how knowledge in different fields has developed, and evolved, in the course of history.


Definitions

Knowledge is a form of familiarity,
awareness In philosophy and psychology, awareness is the perception or knowledge of something. The concept is often synonymous with consciousness. However, one can be aware of something without being explicitly conscious of it, such as in the case of bli ...
,
understanding Understanding is a cognitive process related to an abstract or physical object, such as a person, situation, or message whereby one is able to use concepts to model that object. Understanding is a relation between the knower and an object of u ...
, or acquaintance. It often involves the possession of information learned through
experience Experience refers to Consciousness, conscious events in general, more specifically to perceptions, or to the practical knowledge and familiarity that is produced by these processes. Understood as a conscious event in the widest sense, experience i ...
and can be understood as a
cognitive Cognition is the "mental action or process of acquiring knowledge and understanding through thought, experience, and the senses". It encompasses all aspects of intellectual functions and processes such as: perception, attention, thought, ...
success or an epistemic contact with reality, like making a discovery. Many academic definitions focus on
propositional knowledge Declarative knowledge is an awareness of facts that can be expressed using declarative sentences. It is also called theoretical knowledge, descriptive knowledge, propositional knowledge, and knowledge-that. It is not restricted to one specific ...
in the form of believing certain facts, as in "I know that Dave is at home". Other types of knowledge include knowledge-how in the form of practical
competence Broad concept article: *Competence (polyseme), capacity or ability to perform effectively Competence or competency may also refer to: *Competence (human resources), ability of a person to do a job properly **Competence-based management, performa ...
, as in "she knows how to swim", and
knowledge by acquaintance Bertrand Russell makes a distinction between two different kinds of knowledge: knowledge by acquaintance and knowledge by description. Whereas knowledge by description is something like ordinary propositional knowledge (e.g. "I know that snow i ...
as a familiarity with the known object based on previous direct experience, like knowing someone personally. Knowledge is often understood as a state of an individual person, but it can also refer to a characteristic of a group of people as group knowledge, social knowledge, or collective knowledge. Some social sciences understand knowledge as a broad social phenomenon that is similar to culture. The term may further denote knowledge stored in documents like the "knowledge housed in the library" or the
knowledge base In computer science, a knowledge base (KB) is a set of sentences, each sentence given in a knowledge representation language, with interfaces to tell new sentences and to ask questions about what is known, where either of these interfaces migh ...
of an
expert system In artificial intelligence (AI), an expert system is a computer system emulating the decision-making ability of a human expert. Expert systems are designed to solve complex problems by reasoning through bodies of knowledge, represented mainly as ...
. Knowledge is closely related to
intelligence Intelligence has been defined in many ways: the capacity for abstraction, logic, understanding, self-awareness, learning, emotional knowledge, reasoning, planning, creativity, critical thinking, and problem-solving. It can be described as t ...
, but intelligence is more about the ability to acquire, process, and apply information, while knowledge concerns information and skills that a person already possesses. The word ''knowledge'' has its roots in the 12th-century
Old English Old English ( or , or ), or Anglo-Saxon, is the earliest recorded form of the English language, spoken in England and southern and eastern Scotland in the Early Middle Ages. It developed from the languages brought to Great Britain by Anglo-S ...
word , which comes from the
Old High German Old High German (OHG; ) is the earliest stage of the German language, conventionally identified as the period from around 500/750 to 1050. Rather than representing a single supra-regional form of German, Old High German encompasses the numerous ...
word . The English word includes various meanings that some other languages distinguish using several words. In ancient Greek, for example, four important terms for knowledge were used: '' epistēmē'' (unchanging theoretical knowledge), '' technē'' (expert technical knowledge), '' mētis'' (strategic knowledge), and '' gnōsis'' (personal intellectual knowledge). The main discipline studying knowledge is called
epistemology Epistemology is the branch of philosophy that examines the nature, origin, and limits of knowledge. Also called "the theory of knowledge", it explores different types of knowledge, such as propositional knowledge about facts, practical knowle ...
or the theory of knowledge. It examines the nature of knowledge and justification, how knowledge arises, and what value it has. Further topics include the different types of knowledge and the limits of what can be known. Despite agreements about the general characteristics of knowledge, its exact definition is disputed. Some definitions only focus on the most salient features of knowledge to give a practically useful characterization. Another approach, termed ''analysis of knowledge'', tries to provide a theoretically precise definition by listing the conditions that are individually necessary and jointly sufficient, similar to how chemists analyze a sample by seeking a list of all the chemical elements composing it. According to a different view, knowledge is a unique state that cannot be analyzed in terms of other phenomena. Some scholars base their definition on abstract intuitions while others focus on concrete cases or rely on how the term is used in
ordinary language Ordinary language philosophy (OLP) is a philosophical methodology that sees traditional philosophical problems as rooted in misunderstandings philosophers develop by distorting or forgetting how words are ordinarily used to convey meaning in ...
. There is also disagreement about whether knowledge is a rare phenomenon that requires high standards or a common phenomenon found in many everyday situations.


Analysis of knowledge

An often-discussed definition characterizes knowledge as justified true belief. This definition identifies three essential features: it is (1) a
belief A belief is a subjective Attitude (psychology), attitude that something is truth, true or a State of affairs (philosophy), state of affairs is the case. A subjective attitude is a mental state of having some Life stance, stance, take, or opinion ...
that is (2)
true True most commonly refers to truth, the state of being in congruence with fact or reality. True may also refer to: Places * True, West Virginia, an unincorporated community in the United States * True, Wisconsin, a town in the United States * ...
and (3) justified. Truth is a widely accepted feature of knowledge. It implies that, while it may be possible to believe something false, one cannot know something false. That knowledge is a form of belief implies that one cannot know something if one does not believe it. Some everyday expressions seem to violate this principle, like the claim that "I do not believe it, I know it!" But the point of such expressions is usually to emphasize one's confidence rather than denying that a belief is involved. The main controversy surrounding this definition concerns its third feature: justification. This component is often included because of the impression that some true beliefs are not forms of knowledge, such as beliefs based on
superstition A superstition is any belief or practice considered by non-practitioners to be irrational or supernatural, attributed to fate or magic (supernatural), magic, perceived supernatural influence, or fear of that which is unknown. It is commonly app ...
,
luck Luck is the phenomenon and belief that defines the experience of improbable events, especially improbably positive or negative ones. The Naturalism (philosophy), naturalistic interpretation is that positive and negative events may happen at a ...
y guesses, or erroneous
reasoning Reason is the capacity of consciously applying logic by drawing valid conclusions from new or existing information, with the aim of seeking the truth. It is associated with such characteristically human activities as philosophy, religion, scien ...
. For example, a person who guesses that a coin flip will land heads usually does not know that even if their belief turns out to be true. This indicates that there is more to knowledge than just being right about something. These cases are excluded by requiring that beliefs have justification for them to count as knowledge. Some
philosophers Philosophy ('love of wisdom' in Ancient Greek) is a systematic study of general and fundamental questions concerning topics like existence, reason, knowledge, value, mind, and language. It is a rational and critical inquiry that reflects on ...
hold that a belief is justified if it is based on evidence, which can take the form of
mental states A mental state, or a mental property, is a state of mind of a person. Mental states comprise a diverse class, including perception, pain/pleasure experience, belief, desire, intention, emotion, and memory. There is controversy concerning the exact ...
like experience,
memory Memory is the faculty of the mind by which data or information is encoded, stored, and retrieved when needed. It is the retention of information over time for the purpose of influencing future action. If past events could not be remembe ...
, and other beliefs. Others state that beliefs are justified if they are produced by reliable processes, like sensory perception or logical reasoning. The definition of knowledge as justified true belief came under severe criticism in the 20th century, when epistemologist Edmund Gettier formulated a series of counterexamples. They purport to present concrete cases of justified true beliefs that fail to constitute knowledge. The reason for their failure is usually a form of epistemic luck: the beliefs are justified but their justification is not relevant to the truth. In a well-known example, someone drives along a country road with many barn facades and only one real barn. The person is not aware of this, stops in front of the real barn by a lucky coincidence, and forms the justified true belief that they are in front of a barn. This example aims to establish that the person does not know that they are in front of a real barn, since they would not have been able to tell the difference. This means that it is a lucky coincidence that this justified belief is also true. According to some philosophers, these counterexamples show that justification is not required for knowledge and that knowledge should instead be characterized in terms of reliability or the manifestation of cognitive virtues. Another approach defines knowledge in regard to the function it plays in cognitive processes as that which provides reasons for thinking or doing something. A different response accepts justification as an aspect of knowledge and include additional criteria. Many candidates have been suggested, like the requirements that the justified true belief does not depend on any false beliefs, that no defeaters are present, or that the person would not have the belief if it was false. Another view states that beliefs have to be infallible to amount to knowledge. A further approach, associated with
pragmatism Pragmatism is a philosophical tradition that views language and thought as tools for prediction, problem solving, and action, rather than describing, representing, or mirroring reality. Pragmatists contend that most philosophical topics ...
, focuses on the aspect of inquiry and characterizes knowledge in terms of what works as a practice that aims to produce habits of action. There is still very little consensus in the academic discourse as to which of the proposed modifications or reconceptualizations is correct, and there are various alternative definitions of knowledge.


Types

A common distinction among types of knowledge is between propositional knowledge, or knowledge-that, and non-propositional knowledge in the form of practical skills or acquaintance. Other distinctions focus on how the knowledge is acquired and on the content of the known information.


Propositional

Propositional knowledge, also referred to as declarative and descriptive knowledge, is a form of theoretical knowledge about facts, like knowing that "2 + 2 = 4". It is the paradigmatic type of knowledge in
analytic philosophy Analytic philosophy is a broad movement within Western philosophy, especially English-speaking world, anglophone philosophy, focused on analysis as a philosophical method; clarity of prose; rigor in arguments; and making use of formal logic, mat ...
. Propositional knowledge is ''propositional'' in the sense that it involves a relation to a proposition. Since propositions are often expressed through that-clauses, it is also referred to as ''knowledge-that'', as in "Akari knows that kangaroos hop". In this case, Akari stands in the relation of knowing to the proposition "kangaroos hop". Closely related types of knowledge are ''know-wh'', for example, ''knowing who'' is coming to dinner and ''knowing why'' they are coming. These expressions are normally understood as types of propositional knowledge since they can be paraphrased using a that-clause. Propositional knowledge takes the form of mental representations involving concepts, ideas, theories, and general rules. These representations connect the knower to certain parts of reality by showing what they are like. They are often context-independent, meaning that they are not restricted to a specific use or purpose. Propositional knowledge encompasses both knowledge of specific facts, like that the atomic mass of gold is 196.97 u, and generalities, like that the color of leaves of some trees changes in autumn. Because of the dependence on mental representations, it is often held that the capacity for propositional knowledge is exclusive to relatively sophisticated creatures, such as humans. This is based on the claim that advanced intellectual capacities are needed to believe a proposition that expresses what the world is like.


Non-propositional

Non-propositional knowledge is knowledge in which no essential relation to a proposition is involved. The two most well-known forms are knowledge-how (know-how or
procedural knowledge Procedural knowledge (also known as know-how, knowing-how, and sometimes referred to as practical knowledge, imperative knowledge, or performative knowledge) is the knowledge exercised in the performance of some task. Unlike descriptive knowledge ...
) and knowledge by acquaintance. To possess knowledge-how means to have some form of practical
ability Abilities are powers an agent has to perform various Action (philosophy), actions. They include common abilities, like walking, and rare abilities, like performing a double backflip. Abilities are intelligent powers: they are guided by the person ...
, skill, or
competence Broad concept article: *Competence (polyseme), capacity or ability to perform effectively Competence or competency may also refer to: *Competence (human resources), ability of a person to do a job properly **Competence-based management, performa ...
, like knowing how to ride a bicycle or knowing how to swim. Some of the abilities responsible for knowledge-how involve forms of knowledge-that, as in knowing how to prove a
mathematical Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
theorem, but this is not generally the case. Some types of knowledge-how do not require a highly developed mind, in contrast to propositional knowledge, and are more common in the animal kingdom. For example, an
ant Ants are Eusociality, eusocial insects of the Family (biology), family Formicidae and, along with the related wasps and bees, belong to the Taxonomy (biology), order Hymenoptera. Ants evolved from Vespoidea, vespoid wasp ancestors in the Cre ...
knows how to walk even though it presumably lacks a mind sufficiently developed to represent the corresponding proposition. Knowledge by acquaintance is familiarity with something that results from direct experiential contact. The object of knowledge can be a person, a thing, or a place. For example, by eating chocolate, one becomes acquainted with the taste of chocolate, and visiting Lake Taupō leads to the formation of knowledge by acquaintance of Lake Taupō. In these cases, the person forms non-inferential knowledge based on first-hand experience without necessarily acquiring factual information about the object. By contrast, it is also possible to indirectly learn a lot of propositional knowledge about chocolate or Lake Taupō by reading books without having the direct experiential contact required for knowledge by acquaintance. The concept of knowledge by acquaintance was first introduced by
Bertrand Russell Bertrand Arthur William Russell, 3rd Earl Russell, (18 May 1872 – 2 February 1970) was a British philosopher, logician, mathematician, and public intellectual. He had influence on mathematics, logic, set theory, and various areas of analytic ...
. He holds that knowledge by acquaintance is more basic than propositional knowledge since to understand a proposition, one has to be acquainted with its constituents.


''A priori'' and ''a posteriori''

The distinction between ''a priori'' and ''a posteriori'' knowledge depends on the role of experience in the processes of formation and justification. To know something ''a posteriori'' means to know it based on experience. For example, by seeing that it rains outside or hearing that the baby is crying, one acquires ''a posteriori'' knowledge of these facts. ''A priori'' knowledge is possible without any experience to justify or support the known proposition. Mathematical knowledge, such as that 2 + 2 = 4, is traditionally taken to be ''a priori'' knowledge since no empirical investigation is necessary to confirm this fact. In this regard, ''a posteriori'' knowledge is empirical knowledge while ''a priori'' knowledge is non-empirical knowledge. The relevant experience in question is primarily identified with sensory experience. Some non-sensory experiences, like memory and introspection, are often included as well. Some conscious phenomena are excluded from the relevant experience, like rational insight. For example, conscious thought processes may be required to arrive at ''a priori'' knowledge regarding the solution of mathematical problems, like when performing mental arithmetic to multiply two numbers. The same is the case for the experience needed to learn the words through which the claim is expressed. For example, knowing that "all bachelors are unmarried" is ''a priori'' knowledge because no sensory experience is necessary to confirm this fact even though experience was needed to learn the meanings of the words "bachelor" and "unmarried". It is difficult to explain how ''a priori'' knowledge is possible and some empiricists deny it exists. It is usually seen as unproblematic that one can come to know things through experience, but it is not clear how knowledge is possible without experience. One of the earliest solutions to this problem comes from
Plato Plato ( ; Greek language, Greek: , ; born  BC, died 348/347 BC) was an ancient Greek philosopher of the Classical Greece, Classical period who is considered a foundational thinker in Western philosophy and an innovator of the writte ...
, who argues that the soul already possesses the knowledge and just needs to recollect, or remember, it to access it again. A similar explanation is given by Descartes, who holds that ''a priori'' knowledge exists as innate knowledge present in the
mind The mind is that which thinks, feels, perceives, imagines, remembers, and wills. It covers the totality of mental phenomena, including both conscious processes, through which an individual is aware of external and internal circumstances ...
of each human. A further approach posits a special mental faculty responsible for this type of knowledge, often referred to as rational intuition or rational insight.


Others

Various other types of knowledge are discussed in the academic literature. In philosophy, "self-knowledge" refers to a person's knowledge of their own sensations,
thought In their most common sense, the terms thought and thinking refer to cognitive processes that can happen independently of sensory stimulation. Their most paradigmatic forms are judging, reasoning, concept formation, problem solving, and de ...
s, beliefs, and other mental states. A common view is that self-knowledge is more direct than knowledge of the external world, which relies on the interpretation of sense data. Because of this, it is traditionally claimed that self-knowledge is indubitable, like the claim that a person cannot be wrong about whether they are in pain. However, this position is not universally accepted in the contemporary discourse and an alternative view states that self-knowledge also depends on interpretations that could be false. In a slightly different sense, self-knowledge can also refer to knowledge of the
self In philosophy, the self is an individual's own being, knowledge, and values, and the relationship between these attributes. The first-person perspective distinguishes selfhood from personal identity. Whereas "identity" is (literally) same ...
as a persisting entity with certain
personality traits In psychology, trait theory (also called dispositional theory) is an approach to the study of human personality. Trait theorists are primarily interested in the measurement of ''traits'', which can be defined as habitual patterns of behavior, thou ...
,
preference In psychology, economics and philosophy, preference is a technical term usually used in relation to choosing between alternatives. For example, someone prefers A over B if they would rather choose A than B. Preferences are central to decision the ...
s, physical attributes, relationships, goals, and social identities.
Metaknowledge Metaknowledge or meta-knowledge is knowledge about knowledge. Some authors divide meta-knowledge into orders: * ''zero order meta-knowledge'' is knowledge whose domain is not knowledge (and hence zero order meta-knowledge is not meta-knowledge ''p ...
is knowledge about knowledge. It can arise in the form of self-knowledge but includes other types as well, such as knowing what someone else knows or what information is contained in a scientific article. Other aspects of metaknowledge include knowing how knowledge can be acquired, stored, distributed, and used.
Common knowledge Common knowledge is knowledge that is publicly known by everyone or nearly everyone, usually with reference to the community in which the knowledge is referenced. Common knowledge can be about a broad range of subjects, such as science, litera ...
is knowledge that is publicly known and shared by most individuals within a community. It establishes a common ground for communication, understanding, social cohesion, and cooperation.
General knowledge General knowledge is information that has been accumulated over time through various media and sources. It excludes specialized learning that can only be obtained with extensive training and information confined to a single medium. General know ...
encompasses common knowledge but also includes knowledge that many people have been exposed to but may not be able to immediately recall. Common knowledge contrasts with
domain knowledge Domain knowledge is knowledge of a specific discipline or field in contrast to general (or domain-independent) knowledge. The term is often used in reference to a more general discipline—for example, in describing a software engineer who has ge ...
or specialized knowledge, which belongs to a specific domain and is only possessed by experts. Situated knowledge is knowledge specific to a particular situation. It is closely related to practical or tacit knowledge, which is learned and applied in specific circumstances. This especially concerns certain forms of acquiring knowledge, such as
trial and error Trial and error is a fundamental method of problem-solving characterized by repeated, varied attempts which are continued until success, or until the practicer stops trying. According to W.H. Thorpe, the term was devised by C. Lloyd Morgan ( ...
or learning from experience. In this regard, situated knowledge usually lacks a more explicit structure and is not articulated in terms of universal ideas. The term is often used in
feminism Feminism is a range of socio-political movements and ideology, ideologies that aim to define and establish the political, economic, personal, and social gender equality, equality of the sexes. Feminism holds the position that modern soci ...
and
postmodernism Postmodernism encompasses a variety of artistic, Culture, cultural, and philosophical movements that claim to mark a break from modernism. They have in common the conviction that it is no longer possible to rely upon previous ways of depicting ...
to argue that many forms of knowledge are not absolute but depend on the concrete historical, cultural, and linguistic context. Explicit knowledge is knowledge that can be fully articulated, shared, and explained, like the knowledge of historical dates and mathematical formulas. It can be acquired through traditional learning methods, such as reading books and attending lectures. It contrasts with tacit knowledge, which is not easily articulated or explained to others, like the ability to recognize someone's face and the practical expertise of a master craftsman. Tacit knowledge is often learned through first-hand experience or direct practice. Cognitive load theory distinguishes between biologically primary and secondary knowledge. Biologically primary knowledge is knowledge that humans have as part of their evolutionary heritage, such as knowing how to recognize faces and speech and many general problem-solving capacities. Biologically secondary knowledge is knowledge acquired because of specific social and cultural circumstances, such as knowing how to read and write. Knowledge can be occurrent or dispositional. Occurrent knowledge is knowledge that is actively involved in cognitive processes. Dispositional knowledge, by contrast, lies dormant in the back of a person's mind and is given by the mere ability to access the relevant information. For example, if a person knows that cats have whiskers then this knowledge is dispositional most of the time and becomes occurrent while they are thinking about it. Many forms of Eastern spirituality and religion distinguish between higher and lower knowledge. They are also referred to as
para vidya Parā Vidyā (Sanskrit: परा विद्या) is a combination of two words – ''parā'', in Hindu philosophy, means - existence, paramount object, the highest point or degree, final beatitude; and ''vidyā'' means - knowledge, philoso ...
and apara vidya in
Hinduism Hinduism () is an Hypernymy and hyponymy, umbrella term for a range of Indian religions, Indian List of religions and spiritual traditions#Indian religions, religious and spiritual traditions (Sampradaya, ''sampradaya''s) that are unified ...
or the
two truths doctrine The Buddhism, Buddhist doctrine of the two truths (Sanskrit: '','' ) differentiates between two levels of ''satya'' (Sanskrit; Pāli: ''sacca''; meaning "truth" or "reality") in the teaching of Gautama Buddha, Śākyamuni Buddha: the "conventiona ...
in
Buddhism Buddhism, also known as Buddhadharma and Dharmavinaya, is an Indian religion and List of philosophies, philosophical tradition based on Pre-sectarian Buddhism, teachings attributed to the Buddha, a wandering teacher who lived in the 6th or ...
. Lower knowledge is based on the senses and the intellect. It encompasses both mundane or conventional truths as well as discoveries of the empirical sciences. Higher knowledge is understood as knowledge of God, the absolute, the
true self The true self (also known as real self, authentic self, original self and vulnerable self) and the false self (also known as fake self, idealized self, superficial self and pseudo self) are a psychological property dualism, dualism conceptualized ...
, or the ultimate reality. It belongs neither to the external world of physical objects nor to the internal world of the experience of emotions and concepts. Many spiritual teachings stress the importance of higher knowledge to progress on the spiritual path and to see reality as it truly is beyond the veil of appearances.


Sources

Sources of knowledge are ways in which people come to know things. They can be understood as cognitive capacities that are exercised when a person acquires new knowledge. Various sources of knowledge are discussed in the academic literature, often in terms of the mental faculties responsible. They include perception, introspection, memory, inference, and testimony. However, not everyone agrees that all of them actually lead to knowledge. Usually,
perception Perception () is the organization, identification, and interpretation of sensory information in order to represent and understand the presented information or environment. All perception involves signals that go through the nervous syste ...
or observation, i.e. using one of the
senses A sense is a biological system used by an organism for sensation, the process of gathering information about the surroundings through the detection of stimuli. Although, in some cultures, five human senses were traditionally identified as su ...
, is identified as the most important source of empirical knowledge. Knowing that a baby is sleeping is observational knowledge if it was caused by a perception of the snoring baby. However, this would not be the case if one learned about this fact through a telephone conversation with one's spouse. Perception comes in different modalities, including
vision Vision, Visions, or The Vision may refer to: Perception Optical perception * Visual perception, the sense of sight * Visual system, the physical mechanism of eyesight * Computer vision, a field dealing with how computers can be made to gain und ...
,
sound In physics, sound is a vibration that propagates as an acoustic wave through a transmission medium such as a gas, liquid or solid. In human physiology and psychology, sound is the ''reception'' of such waves and their ''perception'' by the br ...
,
touch The somatosensory system, or somatic sensory system is a subset of the sensory nervous system. The main functions of the somatosensory system are the perception of external stimuli, the perception of internal stimuli, and the regulation of bo ...
, smell, and
taste The gustatory system or sense of taste is the sensory system that is partially responsible for the perception of taste. Taste is the perception stimulated when a substance in the mouth biochemistry, reacts chemically with taste receptor cells l ...
, which correspond to different physical stimuli. It is an active process in which sensory signals are selected, organized, and interpreted to form a representation of the environment. This leads in some cases to
illusion An illusion is a distortion of the senses, which can reveal how the mind normally organizes and interprets sensory stimulation. Although illusions distort the human perception of reality, they are generally shared by most people. Illusions may ...
s that misrepresent certain aspects of reality, like the Müller-Lyer illusion and the Ponzo illusion.
Introspection Introspection is the examination of one's own conscious thoughts and feelings. In psychology, the process of introspection relies on the observation of one's mental state, while in a spiritual context it may refer to the examination of one's s ...
is often seen in analogy to perception as a source of knowledge, not of external physical objects, but of internal
mental states A mental state, or a mental property, is a state of mind of a person. Mental states comprise a diverse class, including perception, pain/pleasure experience, belief, desire, intention, emotion, and memory. There is controversy concerning the exact ...
. A traditionally common view is that introspection has a special epistemic status by being infallible. According to this position, it is not possible to be mistaken about introspective facts, like whether one is in pain, because there is no difference between appearance and reality. However, this claim has been contested in the contemporary discourse and critics argue that it may be possible, for example, to mistake an unpleasant itch for a pain or to confuse the experience of a slight ellipse for the experience of a circle. Perceptual and introspective knowledge often act as a form of fundamental or basic knowledge. According to some
empiricists In philosophy, empiricism is an epistemological view which holds that true knowledge or justification comes only or primarily from sensory experience and empirical evidence. It is one of several competing views within epistemology, along ...
, they are the only sources of basic knowledge and provide the foundation for all other knowledge. Memory differs from perception and introspection in that it is not as independent or basic as they are since it depends on other previous experiences. The faculty of memory retains knowledge acquired in the past and makes it accessible in the present, as when remembering a past event or a friend's phone number. It is generally seen as a reliable source of knowledge. However, it can be deceptive at times nonetheless, either because the original experience was unreliable or because the memory degraded and does not accurately represent the original experience anymore. Knowledge based on perception, introspection, and memory may give rise to inferential knowledge, which comes about when reasoning is applied to draw inferences from other known facts. For example, the perceptual knowledge of a Czech stamp on a postcard may give rise to the inferential knowledge that one's friend is visiting the Czech Republic. This type of knowledge depends on other sources of knowledge responsible for the premises. Some
rationalists In philosophy, rationalism is the epistemological view that "regards reason as the chief source and test of knowledge" or "the position that reason has precedence over other ways of acquiring knowledge", often in contrast to other possible s ...
argue for rational intuition as a further source of knowledge that does not rely on observation and introspection. They hold for example that some beliefs, like the mathematical belief that 2 + 2 = 4, are justified through pure reason alone.
Testimony Testimony is a solemn attestation as to the truth of a matter. Etymology The words "testimony" and "testify" both derive from the Latin word ''testis'', referring to the notion of a disinterested third-party witness. Law In the law, testimon ...
is often included as an additional source of knowledge that, unlike the other sources, is not tied to one specific cognitive faculty. Instead, it is based on the idea that one person can come to know a fact because another person talks about this fact. Testimony can happen in numerous ways, like regular speech, a letter, a newspaper, or a
blog A blog (a Clipping (morphology), truncation of "weblog") is an informational website consisting of discrete, often informal diary-style text entries also known as posts. Posts are typically displayed in Reverse chronology, reverse chronologic ...
. The problem of testimony consists in clarifying why and under what circumstances testimony can lead to knowledge. A common response is that it depends on the reliability of the person pronouncing the testimony: only testimony from reliable sources can lead to knowledge.


Limits

The problem of the limits of knowledge concerns the question of which facts are unknowable. These limits constitute a form of inevitable ignorance that can affect both what is knowable about the external world as well as what one can know about oneself and about what is good. Some limits of knowledge only apply to particular people in specific situations while others pertain to humanity at large. A fact is unknowable to a person if this person lacks access to the relevant information, like facts in the past that did not leave any significant traces. For example, it may be unknowable to people today what Caesar's breakfast was the day he was assassinated but it was knowable to him and some contemporaries. Another factor restricting knowledge is given by the limitations of the human
cognitive Cognition is the "mental action or process of acquiring knowledge and understanding through thought, experience, and the senses". It encompasses all aspects of intellectual functions and processes such as: perception, attention, thought, ...
faculties. Some people may lack the cognitive ability to understand highly abstract mathematical truths and some facts cannot be known by any human because they are too complex for the human mind to conceive. A further limit of knowledge arises due to certain logical
paradox A paradox is a logically self-contradictory statement or a statement that runs contrary to one's expectation. It is a statement that, despite apparently valid reasoning from true or apparently true premises, leads to a seemingly self-contradictor ...
es. For instance, there are some ideas that will never occur to anyone. It is not possible to know them because if a person knew about such an idea then this idea would have occurred at least to them. There are many disputes about what can or cannot be known in certain fields.
Religious skepticism Religious skepticism is a type of skepticism relating to religion. Religious skeptics question religious authority and are not necessarily antireligious/clerical but rather are skeptical of either specific or all religious beliefs and/or practi ...
is the view that beliefs about God or other religious doctrines do not amount to knowledge.
Moral skepticism Moral skepticism (or moral scepticism in British English) is a class of meta-ethical theories all members of which entail that no one has any moral knowledge. Many moral skeptics also make the stronger, modal claim that moral knowledge is i ...
encompasses a variety of views, including the claim that moral knowledge is impossible, meaning that one cannot know what is morally good or whether a certain behavior is morally right. An influential theory about the limits of
metaphysical Metaphysics is the branch of philosophy that examines the basic structure of reality. It is traditionally seen as the study of mind-independent features of the world, but some theorists view it as an inquiry into the conceptual framework of h ...
knowledge was proposed by
Immanuel Kant Immanuel Kant (born Emanuel Kant; 22 April 1724 – 12 February 1804) was a German Philosophy, philosopher and one of the central Age of Enlightenment, Enlightenment thinkers. Born in Königsberg, Kant's comprehensive and systematic works ...
. For him, knowledge is restricted to the field of appearances and does not reach the things in themselves, which exist independently of humans and lie beyond the realm of appearances. Based on the observation that metaphysics aims to characterize the things in themselves, he concludes that no metaphysical knowledge is possible, like knowing whether the world has a beginning or is infinite. There are also limits to knowledge in the empirical sciences, such as the
uncertainty principle The uncertainty principle, also known as Heisenberg's indeterminacy principle, is a fundamental concept in quantum mechanics. It states that there is a limit to the precision with which certain pairs of physical properties, such as position a ...
, which states that it is impossible to know the exact magnitudes of certain certain pairs of physical properties, like the position and
momentum In Newtonian mechanics, momentum (: momenta or momentums; more specifically linear momentum or translational momentum) is the product of the mass and velocity of an object. It is a vector quantity, possessing a magnitude and a direction. ...
of a particle, at the same time. Other examples are physical systems studied by
chaos theory Chaos theory is an interdisciplinary area of Scientific method, scientific study and branch of mathematics. It focuses on underlying patterns and Deterministic system, deterministic Scientific law, laws of dynamical systems that are highly sens ...
, for which it is not practically possible to predict how they will behave since they are so sensitive to
initial conditions In mathematics and particularly in dynamic systems, an initial condition, in some contexts called a seed value, is a value of an evolving variable at some point in time designated as the initial time (typically denoted ''t'' = 0). Fo ...
that even the slightest of variations may produce a completely different behavior. This phenomenon is known as the
butterfly effect In chaos theory, the butterfly effect is the sensitive dependence on initial conditions in which a small change in one state of a deterministic nonlinear system can result in large differences in a later state. The term is closely associated w ...
. The strongest position about the limits of knowledge is radical or global skepticism, which holds that humans lack any form of knowledge or that knowledge is impossible. For example, the dream argument states that perceptual experience is not a source of knowledge since dreaming provides unreliable information and a person could be dreaming without knowing it. Because of this inability to discriminate between dream and perception, it is argued that there is no perceptual knowledge of the external world. This thought experiment is based on the problem of
underdetermination In the philosophy of science, underdetermination or the underdetermination of theory by data (sometimes abbreviated UTD) is the idea that evidence available to us at a given time may be insufficient to determine what beliefs we should hold in re ...
, which arises when the available evidence is not sufficient to make a rational decision between competing theories. In such cases, a person is not justified in believing one theory rather than the other. If this is always the case then global skepticism follows. Another skeptical argument assumes that knowledge requires absolute certainty and aims to show that all human cognition is fallible since it fails to meet this standard. An influential argument against radical skepticism states that radical skepticism is self-contradictory since denying the existence of knowledge is itself a knowledge-claim. Other arguments rely on
common sense Common sense () is "knowledge, judgement, and taste which is more or less universal and which is held more or less without reflection or argument". As such, it is often considered to represent the basic level of sound practical judgement or know ...
or deny that infallibility is required for knowledge. Very few philosophers have explicitly defended radical skepticism but this position has been influential nonetheless, usually in a negative sense: many see it as a serious challenge to any epistemological theory and often try to show how their preferred theory overcomes it. Another form of philosophical skepticism advocates the
suspension of judgment Suspended judgment is a cognitive process and a rational state of mind in which one withholds judgments, particularly on the drawing of moral or ethical conclusions. The opposite of suspension of judgment is ''premature judgement'', usually shorten ...
as a form of attaining
tranquility Tranquillity (also spelled tranquility) is the quality or state of being tranquil; that is, calm, serene, and worry-free. The word tranquillity appears in numerous texts ranging from the religious writings of Buddhism—where the term refers to ...
while remaining humble and open-minded. A less radical limit of knowledge is identified by fallibilists, who argue that the possibility of error can never be fully excluded. This means that even the best-researched scientific theories and the most fundamental common-sense views could still be subject to error. Further research may reduce the possibility of being wrong, but it can never fully exclude it. Some fallibilists reach the skeptical conclusion from this observation that there is no knowledge but the more common view is that knowledge exists but is fallible. Pragmatists argue that one consequence of fallibilism is that inquiry should not aim for truth or absolute certainty but for well-supported and justified beliefs while remaining open to the possibility that one's beliefs may need to be revised later.


Structure

The structure of knowledge is the way in which the mental states of a person need to be related to each other for knowledge to arise. A common view is that a person has to have good reasons for holding a belief if this belief is to amount to knowledge. When the belief is challenged, the person may justify it by referring to their reason for holding it. In many cases, this reason depends itself on another belief that may as well be challenged. An example is a person who believes that Ford cars are cheaper than BMWs. When their belief is challenged, they may justify it by claiming that they heard it from a reliable source. This justification depends on the assumption that their source is reliable, which may itself be challenged. The same may apply to any subsequent reason they cite. This threatens to lead to an
infinite regress Infinite regress is a philosophical concept to describe a series of entities. Each entity in the series depends on its predecessor, following a recursive principle. For example, the epistemic regress is a series of beliefs in which the justi ...
since the epistemic status at each step depends on the epistemic status of the previous step. Theories of the structure of knowledge offer responses for how to solve this problem. Three traditional theories are
foundationalism Foundationalism concerns philosophical theories of knowledge resting upon non-inferential justified belief, or some secure foundation of certainty such as a conclusion inferred from a basis of sound premises.Simon Blackburn, ''The Oxford Dict ...
,
coherentism In philosophical epistemology, there are two types of coherentism: the coherence theory of truth, and the coherence theory of justification (also known as epistemic coherentism). Coherent truth is divided between an anthropological approach, w ...
, and infinitism. Foundationalists and coherentists deny the existence of an infinite regress, in contrast to infinitists. According to foundationalists, some basic reasons have their epistemic status independent of other reasons and thereby constitute the endpoint of the regress. Some foundationalists hold that certain sources of knowledge, like perception, provide basic reasons. Another view is that this role is played by certain self-evident truths, like the knowledge of one's own existence and the content of one's ideas. The view that basic reasons exist is not universally accepted. One criticism states that there should be a reason why some reasons are basic while others are not. According to this view, the putative basic reasons are not actually basic since their status would depend on other reasons. Another criticism is based on
hermeneutics Hermeneutics () is the theory and methodology of interpretation, especially the interpretation of biblical texts, wisdom literature, and philosophical texts. As necessary, hermeneutics may include the art of understanding and communication. ...
and argues that all understanding is circular and requires interpretation, which implies that knowledge does not need a secure foundation. Coherentists and infinitists avoid these problems by denying the contrast between basic and non-basic reasons. Coherentists argue that there is only a finite number of reasons, which mutually support and justify one another. This is based on the intuition that beliefs do not exist in isolation but form a complex web of interconnected ideas that is justified by its coherence rather than by a few privileged foundational beliefs. One difficulty for this view is how to demonstrate that it does not involve the fallacy of
circular reasoning Circular reasoning (, "circle in proving"; also known as circular logic) is a fallacy, logical fallacy in which the reasoner begins with what they are trying to end with. Circular reasoning is not a formal logical fallacy, but a pragmatic defect ...
. If two beliefs mutually support each other then a person has a reason for accepting one belief if they already have the other. However, mutual support alone is not a good reason for newly accepting both beliefs at once. A closely related issue is that there can be distinct sets of coherent beliefs. Coherentists face the problem of explaining why someone should accept one coherent set rather than another. For infinitists, in contrast to foundationalists and coherentists, there is an infinite number of reasons. This view embraces the idea that there is a regress since each reason depends on another reason. One difficulty for this view is that the human mind is limited and may not be able to possess an infinite number of reasons. This raises the question of whether, according to infinitism, human knowledge is possible at all.


Value

Knowledge may be valuable either because it is useful or because it is good in itself. Knowledge can be useful by helping a person achieve their goals. For example, if one knows the answers to questions in an exam one is able to pass that exam or by knowing which horse is the fastest, one can earn money from bets. In these cases, knowledge has
instrumental value In moral philosophy, instrumental and intrinsic value are the distinction between what is a ''means to an end'' and what is as an ''end in itself''. Things are deemed to have instrumental value (or extrinsic value) if they help one achieve a part ...
. Not all forms of knowledge are useful and many beliefs about trivial matters have no instrumental value. This concerns, for example, knowing how many grains of sand are on a specific beach or memorizing phone numbers one never intends to call. In a few cases, knowledge may even have a negative value. For example, if a person's life depends on gathering the courage to jump over a ravine, then having a true belief about the involved dangers may hinder them from doing so. Besides having instrumental value, knowledge may also have intrinsic value. This means that some forms of knowledge are good in themselves even if they do not provide any practical benefits. According to philosopher Duncan Pritchard, this applies to forms of knowledge linked to
wisdom Wisdom, also known as sapience, is the ability to apply knowledge, experience, and good judgment to navigate life’s complexities. It is often associated with insight, discernment, and ethics in decision-making. Throughout history, wisdom ha ...
. It is controversial whether all knowledge has intrinsic value, including knowledge about trivial facts like knowing whether the biggest apple tree had an even number of leaves yesterday morning. One view in favor of the intrinsic value of knowledge states that having no belief about a matter is a neutral state and knowledge is always better than this neutral state, even if the value difference is only minimal. A more specific issue in epistemology concerns the question of whether or why knowledge is more valuable than mere true belief. There is wide agreement that knowledge is usually good in some sense but the thesis that knowledge is better than true belief is controversial. An early discussion of this problem is found in Plato's ''
Meno ''Meno'' (; , ''Ménōn'') is a Socratic dialogue written by Plato around 385 BC., but set at an earlier date around 402 BC. Meno begins the dialogue by asking Socrates whether virtue (in , '' aretē'') can be taught, acquired by practice, o ...
'' in relation to the claim that both knowledge and true belief can successfully guide action and, therefore, have apparently the same value. For example, it seems that mere true belief is as effective as knowledge when trying to find the way to
Larissa Larissa (; , , ) is the capital and largest city of the Thessaly region in Greece. It is the fifth-most populous city in Greece with a population of 148,562 in the city proper, according to the 2021 census. It is also the capital of the Larissa ...
. According to Plato, knowledge is better because it is more stable. Another suggestion is that knowledge gets its additional value from justification. One difficulty for this view is that while justification makes it more probable that a belief is true, it is not clear what additional value it provides in comparison to an unjustified belief that is already true. The problem of the value of knowledge is often discussed in relation to
reliabilism Reliabilism, a category of theories in the philosophical discipline of epistemology, has been advanced as a theory both of justification and of knowledge. Process reliabilism has been used as an argument against philosophical skepticism, such as ...
and virtue epistemology. Reliabilism can be defined as the thesis that knowledge is reliably formed true belief. This view has difficulties in explaining why knowledge is valuable or how a reliable belief-forming process adds additional value. According to an analogy by philosopher Linda Zagzebski, a cup of coffee made by a reliable coffee machine has the same value as an equally good cup of coffee made by an unreliable coffee machine. This difficulty in solving the value problem is sometimes used as an argument against reliabilism. Virtue epistemology, by contrast, offers a unique solution to the value problem. Virtue epistemologists see knowledge as the manifestation of cognitive virtues. They hold that knowledge has additional value due to its association with virtue. This is based on the idea that cognitive success in the form of the manifestation of virtues is inherently valuable independent of whether the resulting states are instrumentally useful. Acquiring and transmitting knowledge often comes with certain costs, such as the material resources required to obtain new information and the time and energy needed to understand it. For this reason, an awareness of the value of knowledge is crucial to many fields that have to make decisions about whether to seek knowledge about a specific matter. On a political level, this concerns the problem of identifying the most promising research programs to allocate funds. Similar concerns affect businesses, where stakeholders have to decide whether the cost of acquiring knowledge is justified by the economic benefits that this knowledge may provide, and the military, which relies on
intelligence Intelligence has been defined in many ways: the capacity for abstraction, logic, understanding, self-awareness, learning, emotional knowledge, reasoning, planning, creativity, critical thinking, and problem-solving. It can be described as t ...
to identify and prevent threats. In the field of education, the value of knowledge can be used to choose which knowledge should be passed on to the students.


Science

The scientific approach is usually regarded as an exemplary process of how to gain knowledge about empirical facts. Scientific knowledge includes mundane knowledge about easily observable facts, for example,
chemical A chemical substance is a unique form of matter with constant chemical composition and characteristic properties. Chemical substances may take the form of a single element or chemical compounds. If two or more chemical substances can be combin ...
knowledge that certain reactants become hot when mixed together. It also encompasses knowledge of less tangible issues, like claims about the behavior of
gene In biology, the word gene has two meanings. The Mendelian gene is a basic unit of heredity. The molecular gene is a sequence of nucleotides in DNA that is transcribed to produce a functional RNA. There are two types of molecular genes: protei ...
s,
neutrino A neutrino ( ; denoted by the Greek letter ) is an elementary particle that interacts via the weak interaction and gravity. The neutrino is so named because it is electrically neutral and because its rest mass is so small ('' -ino'') that i ...
s, and
black hole A black hole is a massive, compact astronomical object so dense that its gravity prevents anything from escaping, even light. Albert Einstein's theory of general relativity predicts that a sufficiently compact mass will form a black hole. Th ...
s. A key aspect of most forms of science is that they seek natural laws that explain empirical observations. Scientific knowledge is discovered and tested using the
scientific method The scientific method is an Empirical evidence, empirical method for acquiring knowledge that has been referred to while doing science since at least the 17th century. Historically, it was developed through the centuries from the ancient and ...
. This method aims to arrive at reliable knowledge by formulating the problem in a clear way and by ensuring that the evidence used to support or refute a specific theory is public, reliable, and replicable. This way, other researchers can repeat the experiments and observations in the initial study to confirm or disconfirm it. The scientific method is often analyzed as a series of steps that begins with regular observation and data collection. Based on these insights, scientists then try to find a
hypothesis A hypothesis (: hypotheses) is a proposed explanation for a phenomenon. A scientific hypothesis must be based on observations and make a testable and reproducible prediction about reality, in a process beginning with an educated guess o ...
that explains the observations. The hypothesis is then tested using a controlled experiment to compare whether predictions based on the hypothesis match the observed results. As a last step, the results are interpreted and a conclusion is reached whether and to what degree the findings confirm or disconfirm the hypothesis. The empirical sciences are usually divided into
natural Nature is an inherent character or constitution, particularly of the ecosphere or the universe as a whole. In this general sense nature refers to the laws, elements and phenomena of the physical world, including life. Although humans are part ...
and
social science Social science (often rendered in the plural as the social sciences) is one of the branches of science, devoted to the study of societies and the relationships among members within those societies. The term was formerly used to refer to the ...
s. The natural sciences, like
physics Physics is the scientific study of matter, its Elementary particle, fundamental constituents, its motion and behavior through space and time, and the related entities of energy and force. "Physical science is that department of knowledge whi ...
,
biology Biology is the scientific study of life and living organisms. It is a broad natural science that encompasses a wide range of fields and unifying principles that explain the structure, function, growth, History of life, origin, evolution, and ...
, and
chemistry Chemistry is the scientific study of the properties and behavior of matter. It is a physical science within the natural sciences that studies the chemical elements that make up matter and chemical compound, compounds made of atoms, molecules a ...
, focus on
quantitative research Quantitative research is a research strategy that focuses on quantifying the collection and analysis of data. It is formed from a deductive approach where emphasis is placed on the testing of theory, shaped by empiricist and positivist philoso ...
methods to arrive at knowledge about natural phenomena. Quantitative research happens by making precise numerical
measurements Measurement is the quantification of attributes of an object or event, which can be used to compare with other objects or events. In other words, measurement is a process of determining how large or small a physical quantity is as compared to ...
and the natural sciences often rely on advanced technological instruments to perform these measurements and to setup experiments. Another common feature of their approach is to use mathematical tools to analyze the measured data and formulate exact and general laws to describe the observed phenomena. The social sciences, like
sociology Sociology is the scientific study of human society that focuses on society, human social behavior, patterns of Interpersonal ties, social relationships, social interaction, and aspects of culture associated with everyday life. The term sociol ...
,
anthropology Anthropology is the scientific study of humanity, concerned with human behavior, human biology, cultures, society, societies, and linguistics, in both the present and past, including archaic humans. Social anthropology studies patterns of behav ...
, and
communication studies Communication studies (or communication science) is an academic discipline that deals with processes of human communication and behavior, patterns of communication in interpersonal relationships, social interactions and communication in differ ...
, examine social phenomena on the level of human behavior, relationships, and society at large. While they also make use of quantitative research, they usually give more emphasis to qualitative methods. Qualitative research gathers non-numerical data, often with the goal of arriving at a deeper understanding of the meaning and interpretation of social phenomena from the perspective of those involved. This approach can take various forms, such as
interviews An interview is a structured conversation where one participant asks questions, and the other provides answers.Merriam Webster DictionaryInterview Dictionary definition, Retrieved February 16, 2016 In common parlance, the word "interview" re ...
,
focus groups A focus group is a group interview involving a small number (sometimes up to ten) of demographically predefined participants. Their reactions to specific researcher/evaluator-posed questions are studied. Focus groups are used in market research ...
, and
case studies A case study is an in-depth, detailed examination of a particular case (or cases) within a real-world context. For example, case studies in medicine may focus on an individual patient or ailment; case studies in business might cover a particular fi ...
. Mixed-method research combines quantitative and qualitative methods to explore the same phenomena from a variety of perspectives to get a more comprehensive understanding. The progress of scientific knowledge is traditionally seen as a gradual and continuous process in which the existing body of knowledge is increased at each step. This view has been challenged by some philosophers of science, such as
Thomas Kuhn Thomas Samuel Kuhn (; July 18, 1922 – June 17, 1996) was an American History and philosophy of science, historian and philosopher of science whose 1962 book ''The Structure of Scientific Revolutions'' was influential in both academic and ...
, who holds that between phases of incremental progress, there are so-called scientific revolutions in which a paradigm shift occurs. According to this view, some basic assumptions are changed due to the paradigm shift, resulting in a radically new perspective on the body of scientific knowledge that is incommensurable with the previous outlook.
Scientism Scientism is the belief that science and the scientific method are the best or only way to render truth about the world and reality. While the term was defined originally to mean "methods and attitudes typical of or attributed to natural scientis ...
refers to a group of views that privilege the sciences and the scientific method over other forms of inquiry and knowledge acquisition. In its strongest formulation, it is the claim that there is no other knowledge besides scientific knowledge. A common critique of scientism, made by philosophers such as
Hans-Georg Gadamer Hans-Georg Gadamer (; ; 11 February 1900 – 13 March 2002) was a German philosopher of the continental tradition, best known for his 1960 on hermeneutics, '' Truth and Method'' (''Wahrheit und Methode''). Life Family and early life Gad ...
and Paul Feyerabend, is that the fixed requirement of following the scientific method is too rigid and results in a misleading picture of reality by excluding various relevant phenomena from the scope of knowledge.


History

The history of knowledge is the field of inquiry that studies how knowledge in different fields has developed and evolved in the course of history. It is closely related to the
history of science The history of science covers the development of science from ancient history, ancient times to the present. It encompasses all three major branches of science: natural science, natural, social science, social, and formal science, formal. Pr ...
, but covers a wider area that includes knowledge from fields like
philosophy Philosophy ('love of wisdom' in Ancient Greek) is a systematic study of general and fundamental questions concerning topics like existence, reason, knowledge, Value (ethics and social sciences), value, mind, and language. It is a rational an ...
,
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
,
education Education is the transmission of knowledge and skills and the development of character traits. Formal education occurs within a structured institutional framework, such as public schools, following a curriculum. Non-formal education als ...
,
literature Literature is any collection of Writing, written work, but it is also used more narrowly for writings specifically considered to be an art form, especially novels, Play (theatre), plays, and poetry, poems. It includes both print and Electroni ...
,
art Art is a diverse range of cultural activity centered around ''works'' utilizing creative or imaginative talents, which are expected to evoke a worthwhile experience, generally through an expression of emotional power, conceptual ideas, tec ...
, and
religion Religion is a range of social system, social-cultural systems, including designated religious behaviour, behaviors and practices, morals, beliefs, worldviews, religious text, texts, sanctified places, prophecies, ethics in religion, ethics, or ...
. It further covers practical knowledge of specific
craft A craft or trade is a pastime or an occupation that requires particular skills and knowledge of skilled work. In a historical sense, particularly the Middle Ages and earlier, the term is usually applied to people occupied in small scale pr ...
s,
medicine Medicine is the science and Praxis (process), practice of caring for patients, managing the Medical diagnosis, diagnosis, prognosis, Preventive medicine, prevention, therapy, treatment, Palliative care, palliation of their injury or disease, ...
, and everyday practices. It investigates not only how knowledge is created and employed, but also how it is disseminated and preserved. Before the ancient period, knowledge about social conduct and survival skills was passed down orally and in the form of customs from one generation to the next. The
ancient period Ancient history is a time period from the beginning of writing and recorded human history through late antiquity. The span of recorded history is roughly 5,000 years, beginning with the development of Sumerian cuneiform script. Ancient h ...
saw the rise of major civilizations starting about 3000 BCE in
Mesopotamia Mesopotamia is a historical region of West Asia situated within the Tigris–Euphrates river system, in the northern part of the Fertile Crescent. Today, Mesopotamia is known as present-day Iraq and forms the eastern geographic boundary of ...
,
Egypt Egypt ( , ), officially the Arab Republic of Egypt, is a country spanning the Northeast Africa, northeast corner of Africa and Western Asia, southwest corner of Asia via the Sinai Peninsula. It is bordered by the Mediterranean Sea to northe ...
,
India India, officially the Republic of India, is a country in South Asia. It is the List of countries and dependencies by area, seventh-largest country by area; the List of countries by population (United Nations), most populous country since ...
, and
China China, officially the People's Republic of China (PRC), is a country in East Asia. With population of China, a population exceeding 1.4 billion, it is the list of countries by population (United Nations), second-most populous country after ...
. The invention of writing in this period significantly increased the amount of stable knowledge within society since it could be stored and shared without being limited by imperfect human memory. During this time, the first developments in scientific fields like mathematics, astronomy, and medicine were made. They were later formalized and greatly expanded by the
ancient Greeks Ancient Greece () was a northeastern Mediterranean civilization, existing from the Greek Dark Ages of the 12th–9th centuries BC to the end of classical antiquity (), that comprised a loose collection of culturally and linguistically re ...
starting in the 6th century BCE. Other ancient advancements concerned knowledge in the fields of agriculture, law, and politics. In the
medieval period In the history of Europe, the Middle Ages or medieval period lasted approximately from the 5th to the late 15th centuries, similarly to the post-classical period of World history (field), global history. It began with the fall of the West ...
, religious knowledge was a central concern, and religious institutions, like the
Catholic Church The Catholic Church (), also known as the Roman Catholic Church, is the List of Christian denominations by number of members, largest Christian church, with 1.27 to 1.41 billion baptized Catholics Catholic Church by country, worldwid ...
in Europe, influenced intellectual activity. Jewish communities set up
yeshiva A yeshiva (; ; pl. , or ) is a traditional Jewish educational institution focused on the study of Rabbinic literature, primarily the Talmud and halacha (Jewish law), while Torah and Jewish philosophy are studied in parallel. The stu ...
s as centers for studying religious texts and
Jewish law ''Halakha'' ( ; , ), also transliterated as ''halacha'', ''halakhah'', and ''halocho'' ( ), is the collective body of Jewish religious laws that are derived from the Written and Oral Torah. ''Halakha'' is based on biblical commandments ('' mit ...
. In the
Muslim world The terms Islamic world and Muslim world commonly refer to the Islamic community, which is also known as the Ummah. This consists of all those who adhere to the religious beliefs, politics, and laws of Islam or to societies in which Islam is ...
,
madrasa Madrasa (, also , ; Arabic: مدرسة , ), sometimes Romanization of Arabic, romanized as madrasah or madrassa, is the Arabic word for any Educational institution, type of educational institution, secular or religious (of any religion), whet ...
schools were established and focused on
Islamic law Sharia, Sharī'ah, Shari'a, or Shariah () is a body of religious law that forms a part of the Islamic tradition based on scriptures of Islam, particularly the Qur'an and hadith. In Islamic terminology ''sharīʿah'' refers to immutable, intan ...
and
Islamic philosophy Islamic philosophy is philosophy that emerges from the Islamic tradition. Two terms traditionally used in the Islamic world are sometimes translated as philosophy—''falsafa'' (), which refers to philosophy as well as logic, mathematics, and p ...
. Many intellectual achievements of the ancient period were preserved, refined, and expanded during the
Islamic Golden Age The Islamic Golden Age was a period of scientific, economic, and cultural flourishing in the history of Islam, traditionally dated from the 8th century to the 13th century. This period is traditionally understood to have begun during the reign o ...
from the 8th to 13th centuries. Centers of higher learning were established in this period in various regions, like Al-Qarawiyyin University in Morocco, the
Al-Azhar University The Al-Azhar University ( ; , , ) is a public university in Cairo, Egypt. Associated with Al-Azhar Al-Sharif in Islamic Cairo, it is Egypt's oldest degree-granting university and is known as one of the most prestigious universities for Islamic ...
in Egypt, the
House of Wisdom The House of Wisdom ( ), also known as the Grand Library of Baghdad, was believed to be a major Abbasid Caliphate, Abbasid-era public academy and intellectual center in Baghdad. In popular reference, it acted as one of the world's largest publ ...
in Iraq, and the first universities in Europe. This period also saw the formation of
guilds A guild ( ) is an association of artisans and merchants who oversee the practice of their craft/trade in a particular territory. The earliest types of guild formed as organizations of tradespeople belonging to a professional association. They so ...
, which preserved and advanced technical and craft knowledge. In the
Renaissance The Renaissance ( , ) is a Periodization, period of history and a European cultural movement covering the 15th and 16th centuries. It marked the transition from the Middle Ages to modernity and was characterized by an effort to revive and sur ...
period, starting in the 14th century, there was a renewed interest in the
humanities Humanities are academic disciplines that study aspects of human society and culture, including Philosophy, certain fundamental questions asked by humans. During the Renaissance, the term "humanities" referred to the study of classical literature a ...
and sciences. The
printing press A printing press is a mechanical device for applying pressure to an inked surface resting upon a printing, print medium (such as paper or cloth), thereby transferring the ink. It marked a dramatic improvement on earlier printing methods in whi ...
was invented in the 15th century and significantly increased the availability of written media and general
literacy Literacy is the ability to read and write, while illiteracy refers to an inability to read and write. Some researchers suggest that the study of "literacy" as a concept can be divided into two periods: the period before 1950, when literacy was ...
of the population. These developments served as the foundation of the
Scientific Revolution The Scientific Revolution was a series of events that marked the emergence of History of science, modern science during the early modern period, when developments in History of mathematics#Mathematics during the Scientific Revolution, mathemati ...
in the
Age of Enlightenment The Age of Enlightenment (also the Age of Reason and the Enlightenment) was a Europe, European Intellect, intellectual and Philosophy, philosophical movement active from the late 17th to early 19th century. Chiefly valuing knowledge gained th ...
starting in the 16th and 17th centuries. It led to an explosion of knowledge in fields such as physics, chemistry, biology, and the social sciences. The technological advancements that accompanied this development made possible the
Industrial Revolution The Industrial Revolution, sometimes divided into the First Industrial Revolution and Second Industrial Revolution, was a transitional period of the global economy toward more widespread, efficient and stable manufacturing processes, succee ...
in the 18th and 19th centuries. In the 20th century, the development of computers and the Internet led to a vast expansion of knowledge by revolutionizing how knowledge is stored, shared, and created.


In various disciplines


Religion

Knowledge plays a central role in many religions. Knowledge claims about the
existence of God The existence of God is a subject of debate in the philosophy of religion and theology. A wide variety of arguments for and against the existence of God (with the same or similar arguments also generally being used when talking about the exis ...
or religious doctrines about how each one should live their lives are found in almost every culture. However, such knowledge claims are often controversial and are commonly rejected by
religious skeptics Religion is a range of social- cultural systems, including designated behaviors and practices, morals, beliefs, worldviews, texts, sanctified places, prophecies, ethics, or organizations, that generally relate humanity to supernatural, t ...
and atheists. The
epistemology of religion Epistemology is the branch of philosophy that examines the nature, origin, and limits of knowledge. Also called "the theory of knowledge", it explores different types of knowledge, such as propositional knowledge about facts, practical knowledg ...
is the field of inquiry studying whether belief in God and in other religious doctrines is
rational Rationality is the quality of being guided by or based on reason. In this regard, a person acts rationally if they have a good reason for what they do, or a belief is rational if it is based on strong evidence. This quality can apply to an ...
and amounts to knowledge. One important view in this field is evidentialism, which states that belief in religious doctrines is justified if it is supported by sufficient evidence. Suggested examples of evidence for religious doctrines include
religious experience A religious experience (sometimes known as a spiritual experience, sacred experience, mystical experience) is a subjectivity, subjective experience which is interpreted within a religious framework. The concept originated in the 19th century, a ...
s such as direct contact with the divine or inner testimony when hearing God's voice. Evidentialists often reject that belief in religious doctrines amounts to knowledge based on the claim that there is not sufficient evidence. A famous saying in this regard is due to Bertrand Russell. When asked how he would justify his lack of belief in God when facing his judgment after death, he replied "Not enough evidence, God! Not enough evidence." However, religious teachings about the existence and nature of God are not always seen as knowledge claims by their defenders. Some explicitly state that the proper attitude towards such doctrines is not knowledge but
faith Faith is confidence or trust in a person, thing, or concept. In the context of religion, faith is " belief in God or in the doctrines or teachings of religion". According to the Merriam-Webster's Dictionary, faith has multiple definitions, inc ...
. This is often combined with the assumption that these doctrines are true but cannot be fully understood by reason or verified through rational inquiry. For this reason, it is claimed that one should accept them even though they do not amount to knowledge. Such a view is reflected in a famous saying by Immanuel Kant where he claims that he "had to deny knowledge in order to make room for faith." Distinct religions often differ from each other concerning the doctrines they proclaim as well as their understanding of the role of knowledge in religious practice. In both the Jewish and the Christian traditions, knowledge plays a role in the
fall of man The fall of man, the fall of Adam, or simply the Fall, is a term used in Christianity to describe the transition of the first man and woman from a state of innocent obedience to God in Christianity, God to a state of guilty disobedience. * * * * ...
, in which Adam and Eve were expelled from the
Garden of Eden In Abrahamic religions, the Garden of Eden (; ; ) or Garden of God ( and ), also called the Terrestrial Paradise, is the biblical paradise described in Genesis 2–3 and Ezekiel 28 and 31.. The location of Eden is described in the Book of Ge ...
. Responsible for this fall was that they ignored God's command and ate from the tree of knowledge, which gave them the knowledge of good and evil. This is seen as a rebellion against God since this knowledge belongs to God and it is not for humans to decide what is right or wrong. In the Christian literature, knowledge is seen as one of the seven gifts of the Holy Spirit. In
Islam Islam is an Abrahamic religions, Abrahamic monotheistic religion based on the Quran, and the teachings of Muhammad. Adherents of Islam are called Muslims, who are estimated to number Islam by country, 2 billion worldwide and are the world ...
, "the Knowing" (''al-ʿAlīm'') is one of the 99 names reflecting distinct attributes of
God In monotheistic belief systems, God is usually viewed as the supreme being, creator, and principal object of faith. In polytheistic belief systems, a god is "a spirit or being believed to have created, or for controlling some part of the un ...
. The
Qur'an The Quran, also romanized Qur'an or Koran, is the central religious text of Islam, believed by Muslims to be a revelation directly from God ('' Allāh''). It is organized in 114 chapters (, ) which consist of individual verses ('). Besides ...
asserts that knowledge comes from
Allah Allah ( ; , ) is an Arabic term for God, specifically the God in Abrahamic religions, God of Abraham. Outside of the Middle East, it is principally associated with God in Islam, Islam (in which it is also considered the proper name), althoug ...
and the acquisition of knowledge is encouraged in the teachings of Muhammad. In Buddhism, knowledge that leads to liberation is called ''vijjā''. It contrasts with '' avijjā'' or ignorance, which is understood as the root of all
suffering Suffering, or pain in a broad sense, may be an experience of unpleasantness or aversion, possibly associated with the perception of harm or threat of harm in an individual. Suffering is the basic element that makes up the negative valence (psyc ...
. This is often explained in relation to the claim that humans suffer because they crave things that are impermanent. The ignorance of the impermanent nature of things is seen as the factor responsible for this craving. The central goal of Buddhist practice is to stop suffering. This aim is to be achieved by understanding and practicing the teaching known as the
Four Noble Truths In Buddhism, the Four Noble Truths (; ; "The Four Arya (Buddhism), arya satya") are "the truths of the noble one (the Buddha)," a statement of how things really are (Three marks of existence, the three marks of existence) when they are seen co ...
and thereby overcoming ignorance. Knowledge plays a key role in the classical path of Hinduism known as '' jñāna yoga'' or "path of knowledge". It aims to achieve oneness with the divine by fostering an understanding of the self and its relation to
Brahman In Hinduism, ''Brahman'' (; IAST: ''Brahman'') connotes the highest universal principle, the ultimate reality of the universe.P. T. Raju (2006), ''Idealistic Thought of India'', Routledge, , page 426 and Conclusion chapter part XII In the ...
or ultimate reality.


Anthropology

The ''anthropology of knowledge'' is a multi-disciplinary field of inquiry. It studies how knowledge is acquired, stored, retrieved, and communicated. Special interest is given to how knowledge is reproduced and changes in relation to social and cultural circumstances. In this context, the term ''knowledge'' is used in a very broad sense, roughly equivalent to terms like ''understanding'' and ''culture''. This means that the forms and reproduction of understanding are studied irrespective of their
truth value In logic and mathematics, a truth value, sometimes called a logical value, is a value indicating the relation of a proposition to truth, which in classical logic has only two possible values ('' true'' or '' false''). Truth values are used in ...
. In epistemology, by contrast, knowledge is usually restricted to forms of true belief. The main focus in
anthropology Anthropology is the scientific study of humanity, concerned with human behavior, human biology, cultures, society, societies, and linguistics, in both the present and past, including archaic humans. Social anthropology studies patterns of behav ...
is on empirical observations of how people ascribe truth values to meaning contents, like when affirming an assertion, even if these contents are false. This also includes practical components: knowledge is what is employed when interpreting and acting on the world and involves diverse phenomena, such as feelings, embodied skills, information, and concepts. It is used to understand and anticipate events to prepare and react accordingly. The reproduction of knowledge and its changes often happen through some form of communication used to transfer knowledge. This includes face-to-face discussions and online communications as well as seminars and rituals. An important role in this context falls to institutions, like university departments or scientific journals in the academic context. Anthropologists of knowledge understand traditions as knowledge that has been reproduced within a society or geographic region over several generations. They are interested in how this reproduction is affected by external influences. For example, societies tend to interpret knowledge claims found in other societies and incorporate them in a modified form. Within a society, people belonging to the same social group usually understand things and organize knowledge in similar ways to one another. In this regard, social identities play a significant role: people who associate themselves with similar identities, like age-influenced, professional, religious, and ethnic identities, tend to embody similar forms of knowledge. Such identities concern both how a person sees themselves, for example, in terms of the ideals they pursue, as well as how other people see them, such as the expectations they have toward the person.


Sociology

The sociology of knowledge is the subfield of sociology that studies how thought and society are related to each other. Like the anthropology of knowledge, it understands "knowledge" in a wide sense that encompasses philosophical and political ideas, religious and ideological doctrines, folklore, law, and technology. The sociology of knowledge studies in what sociohistorical circumstances knowledge arises, what consequences it has, and on what existential conditions it depends. The examined conditions include physical, demographic, economic, and sociocultural factors. For instance, philosopher
Karl Marx Karl Marx (; 5 May 1818 – 14 March 1883) was a German philosopher, political theorist, economist, journalist, and revolutionary socialist. He is best-known for the 1848 pamphlet '' The Communist Manifesto'' (written with Friedrich Engels) ...
claimed that the dominant ideology in a society is a product of and changes with the underlying socioeconomic conditions. Another example is found in forms of decolonial scholarship that claim that colonial powers are responsible for the
hegemony Hegemony (, , ) is the political, economic, and military predominance of one State (polity), state over other states, either regional or global. In Ancient Greece (ca. 8th BC – AD 6th c.), hegemony denoted the politico-military dominance of ...
of Western knowledge systems. They seek a decolonization of knowledge to undermine this hegemony. A related issue concerns the link between knowledge and power, in particular, the extent to which knowledge is power. The philosopher
Michel Foucault Paul-Michel Foucault ( , ; ; 15 October 192625 June 1984) was a French History of ideas, historian of ideas and Philosophy, philosopher who was also an author, Literary criticism, literary critic, Activism, political activist, and teacher. Fo ...
explored this issue and examined how knowledge and the institutions responsible for it control people through what he termed
biopower Biopower (or ''biopouvoir'' in French), coined by French social theorist Michel Foucault, refers to various means by which modern nation states control of populations, control their populations. In Foucault's work, it has been used to refer ...
by shaping societal norms, values, and regulatory mechanisms in fields like
psychiatry Psychiatry is the medical specialty devoted to the diagnosis, treatment, and prevention of deleterious mental disorder, mental conditions. These include matters related to cognition, perceptions, Mood (psychology), mood, emotion, and behavior. ...
, medicine, and the penal system. A central subfield is the
sociology of scientific knowledge The sociology of scientific knowledge (SSK) is the study of science as a social activity, especially dealing with "the social conditions and effects of science, and with the social structures and processes of scientific activity." The sociology ...
, which investigates the social factors involved in the production and validation of scientific knowledge. This encompasses examining the impact of the distribution of resources and rewards on the scientific process, which leads some areas of research to flourish while others languish. Further topics focus on selection processes, such as how academic journals decide whether to publish an article and how academic institutions recruit researchers, and the general values and norms characteristic of the scientific profession.


Others

Formal epistemology Formal epistemology uses formal methods from decision theory, logic, probability theory and computability theory to model and reason about issues of epistemological interest. Work in this area spans several academic fields, including philosophy, c ...
studies knowledge using formal tools found in mathematics and logic. An important issue in this field concerns the epistemic principles of knowledge. These are rules governing how knowledge and related states behave and in what relations they stand to each other. The transparency principle, also referred to as the ''luminosity of knowledge'', states that it is impossible for someone to know something without knowing that they know it. According to the conjunction principle, if a person has justified beliefs in two separate propositions, then they are also justified in believing the conjunction of these two propositions. In this regard, if Bob has a justified belief that dogs are animals and another justified belief that cats are animals, then he is justified to believe the conjunction that both dogs and cats are animals. Other commonly discussed principles are the closure principle and the evidence transfer principle.
Knowledge management Knowledge management (KM) is the set of procedures for producing, disseminating, utilizing, and overseeing an organization's knowledge and data. It alludes to a multidisciplinary strategy that maximizes knowledge utilization to accomplish organ ...
is the process of creating, gathering, storing, and sharing knowledge. It involves the management of information assets that can take the form of
document A document is a writing, written, drawing, drawn, presented, or memorialized representation of thought, often the manifestation of nonfiction, non-fictional, as well as fictional, content. The word originates from the Latin ', which denotes ...
s,
database In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software that interacts with end users, applications, and the database itself to capture and a ...
s, policies, and procedures. It is of particular interest in the field of business and organizational development, as it directly impacts
decision-making In psychology, decision-making (also spelled decision making and decisionmaking) is regarded as the Cognition, cognitive process resulting in the selection of a belief or a course of action among several possible alternative options. It could be ...
and
strategic planning Strategic planning is the activity undertaken by an organization through which it seeks to define its future direction and makes decisions such as resource allocation aimed at achieving its intended goals. "Strategy" has many definitions, but it ...
. Knowledge management efforts are often employed to increase operational efficiency in attempts to gain a
competitive advantage In business, a competitive advantage is an attribute that allows an organization to outperform its competitors. A competitive advantage may include access to natural resources, such as high-grade ores or a low-cost power source, highly skille ...
. Key processes in the field of knowledge management are knowledge creation, knowledge storage,
knowledge sharing Knowledge sharing is an activity through which knowledge (namely, information, skills, or expertise) is exchanged among people, friends, peers, families, communities (for example, Wikipedia), or within or between organizations. It bridges the ind ...
, and knowledge application. Knowledge creation is the first step and involves the production of new information. Knowledge storage can happen through media like books, audio recordings, film, and digital databases. Secure storage facilitates knowledge sharing, which involves the transmission of information from one person to another. For the knowledge to be beneficial, it has to be put into practice, meaning that its insights should be used to either improve existing practices or implement new ones.
Knowledge representation Knowledge representation (KR) aims to model information in a structured manner to formally represent it as knowledge in knowledge-based systems whereas knowledge representation and reasoning (KRR, KR&R, or KR²) also aims to understand, reason, and ...
is the process of storing organized information, which may happen using various forms of media and also includes information stored in the mind. It plays a key role in the
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
, where the term is used for the field of inquiry that studies how computer systems can efficiently represent information. This field investigates how different
data structure In computer science, a data structure is a data organization and storage format that is usually chosen for Efficiency, efficient Data access, access to data. More precisely, a data structure is a collection of data values, the relationships amo ...
s and interpretative procedures can be combined to achieve this goal and which formal languages can be used to express knowledge items. Some efforts in this field are directed at developing general languages and systems that can be employed in a great variety of domains while others focus on an optimized representation method within one specific domain. Knowledge representation is closely linked to automatic reasoning because the purpose of knowledge representation formalisms is usually to construct a
knowledge base In computer science, a knowledge base (KB) is a set of sentences, each sentence given in a knowledge representation language, with interfaces to tell new sentences and to ask questions about what is known, where either of these interfaces migh ...
from which
inference Inferences are steps in logical reasoning, moving from premises to logical consequences; etymologically, the word '' infer'' means to "carry forward". Inference is theoretically traditionally divided into deduction and induction, a distinct ...
s are drawn. Influential knowledge base formalisms include logic-based systems,
rule-based system In computer science, a rule-based system is a computer system in which domain-specific knowledge is represented in the form of rules and general-purpose reasoning is used to solve problems in the domain. Two different kinds of rule-based systems ...
s,
semantic networks A semantic network, or frame network is a knowledge base that represents semantic relations between concepts in a network. This is often used as a form of knowledge representation. It is a directed or undirected graph consisting of vertices, ...
, and frames. Logic-based systems rely on
formal language In logic, mathematics, computer science, and linguistics, a formal language is a set of strings whose symbols are taken from a set called "alphabet". The alphabet of a formal language consists of symbols that concatenate into strings (also c ...
s employed in
logic Logic is the study of correct reasoning. It includes both formal and informal logic. Formal logic is the study of deductively valid inferences or logical truths. It examines how conclusions follow from premises based on the structure o ...
to represent knowledge. They use linguistic devices like individual terms, predicates, and quantifiers. For rule-based systems, each unit of information is expressed using a conditional production rule of the form "if A then B". Semantic nets model knowledge as a
graph Graph may refer to: Mathematics *Graph (discrete mathematics), a structure made of vertices and edges **Graph theory, the study of such graphs and their properties *Graph (topology), a topological space resembling a graph in the sense of discret ...
consisting of vertices to represent facts or concepts and edges to represent the relations between them. Frames provide complex taxonomies to group items into classes, subclasses, and instances.
Pedagogy Pedagogy (), most commonly understood as the approach to teaching, is the theory and practice of learning, and how this process influences, and is influenced by, the social, political, and psychological development of learners. Pedagogy, taken ...
is the study of teaching methods or the art of teaching. It explores how learning takes place and which techniques teachers may employ to transmit knowledge to students and improve their learning experience while keeping them motivated. There is a great variety of teaching methods and the most effective approach often depends on factors like the subject matter and the age and proficiency level of the learner. In teacher-centered education, the teacher acts as the authority figure imparting information and directing the learning process. Student-centered approaches give a more active role to students with the teacher acting as a coach to facilitate the process. Further methodological considerations encompass the difference between group work and individual learning and the use of instructional media and other forms of
educational technology Educational technology (commonly abbreviated as edutech, or edtech) is the combined use of computer hardware, software, and educational theory and practice to facilitate learning and teaching. When referred to with its abbreviation, "EdTech" ...
.


See also

* * * * *


References


Notes


Citations


Sources

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External links

* * {{Authority control Concepts in epistemology Concepts in the philosophy of mind Intelligence Mental content Virtue Main topic articles