ConceptNet

	ConceptNet Open Mind Common Sense (OMCS) is an artificial intelligence project based at the Massachusetts Institute of Technology (MIT) Media Lab whose goal is to build and utilize a large commonsense knowledge base from the contributions of many thousands of people across the Web. It has been active from 1999 to 2016. Since its founding, it has accumulated more than a million English facts from over 15,000 contributors in addition to knowledge bases in other languages. Much of OMCS's software is built on three interconnected representations: the natural language corpus that people interact with directly, a semantic network built from this corpus called ConceptNet, and a matrix-based representation of ConceptNet called AnalogySpace that can infer new knowledge using dimensionality reduction. The knowledge collected by Open Mind Common Sense has enabled research projects at MIT and elsewhere. History The project was the brainchild of Marvin Minsky, Push Singh, Catherine Havasi, and oth ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
	Commonsense Knowledge (artificial Intelligence) In artificial intelligence research, commonsense knowledge consists of facts about the everyday world, such as "Lemons are sour", that all humans are expected to know. It is currently an unsolved problem in Artificial General Intelligence. The first AI program to address common sense knowledge was Advice Taker in 1959 by John McCarthy. Commonsense knowledge can underpin a commonsense reasoning process, to attempt inferences such as "You might bake a cake because you want people to eat the cake." A natural language processing process can be attached to the commonsense knowledge base to allow the knowledge base to attempt to answer questions about the world.Liu, Hugo, and Push Singh. "ConceptNet—a practical commonsense reasoning tool-kit." BT technology journal 22.4 (2004): 211-226. Common sense knowledge also helps to solve problems in the face of incomplete information. Using widely held beliefs about everyday objects, or common sense knowledge, AI systems make common se ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
	Catherine Havasi Catherine Havasi (born 1981) is an American scientist who specialises in artificial intelligence (AI) at MIT Media Lab. She is co-founder and CEO of AI company Luminoso. Havasi was a member of the MIT group engaged in the Open Mind Common Sense (also known as OMCS) AI project and that created the natural language AI program ConceptNet. Early life and education Havasi grew up in Pittsburgh and became interested in artificial intelligence from reading Marvin Minsky's 1986 book '' The Society of Mind''. She attended the Massachusetts Institute of Technology, where she became involved in the MIT Media Lab and studied under Minsky. She received a Ph.D in computer science from Brandeis University. Career In 1999, she became involved in the MIT project Open Mind Common Sense with Minsky and Push Singh, and was part of a team that created ConceptNet, an open-source semantic network based on the information in the OMCS database. In 2010, Havasi was among the team that foun ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
	Luminoso Luminoso is a Cambridge, MA-based text analytics and artificial intelligence company. It spun out of the MIT Media Lab and its crowd-sourced Open Mind Common Sense (OMCS) project. The company has raised $20.6 million in financing, and its clients include Sony, Autodesk, Scotts Miracle-Gro, and GlaxoSmithKline. History Luminoso was co-founded in 2010 by Dennis Clark, Jason Alonso, Robyn Speer, and Catherine Havasi, a research scientist at MIT in artificial intelligence and computational linguistics. The company builds on the knowledge base of MIT’s Open Mind Common Sense (OMCS) project, co-founded in 1999 by Havasi, who continues to serve as its director. The OCMS knowledge base has since been combined with knowledge from other crowdsourced resources to become ConceptNet. ConceptNet consists of approximately 28 million statements in 304 languages, with full support for 10 languages and moderate support for 77 languages. ConceptNet is a resource for making an AI that underst ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
picture info	Artificial Intelligence Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech recognition, computer vision, translation between (natural) languages, as well as other mappings of inputs. The ''Oxford English Dictionary'' of Oxford University Press defines artificial intelligence as: the theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages. AI applications include advanced web search engines (e.g., Google), recommendation systems (used by YouTube, Amazon and Netflix), understanding human speech (such as Siri and Alexa), self-driving cars (e.g., Tesla), automated decision-making and competing at the highest level in strategic game systems (such as chess and Go). ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
picture info	Freebase (database) Freebase was a large collaborative knowledge base consisting of data composed mainly by its community members. It was an online collection of structured data harvested from many sources, including individual, user-submitted wiki contributions. Freebase aimed to create a global resource that allowed people (and machines) to access common information more effectively. It was developed by the American software company Metaweb and run publicly beginning in March 2007. Metaweb was acquired by Google in a private sale announced on 16 July 2010. Google's Knowledge Graph is powered in part by Freebase. During its existence, Freebase data was available for commercial and non-commercial use under a Creative Commons Attribution License, and an open API, RDF endpoint, and a database dump is provided for programmers. On 16 December 2014, Google announced that it would shut down Freebase over the succeeding six months and help with the move of the data from Freebase to Wikidata. On 16 De ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
picture info	Open-source Artificial Intelligence Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use the source code, design documents, or content of the product. The open-source model is a decentralized software development model that encourages open collaboration. A main principle of open-source software development is peer production, with products such as source code, blueprints, and documentation freely available to the public. The open-source movement in software began as a response to the limitations of proprietary code. The model is used for projects such as in open-source appropriate technology, and open-source drug discovery. Open source promotes universal access via an open-source or free license to a product's design or blueprint, and universal redistribution of that design or blueprint. Before the phrase ''open source'' became widely adopted, developers and producers have used a variety of other terms. ''Open source'' gained hol ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
	Controlled Natural Language Controlled natural languages (CNLs) are subsets of natural languages that are obtained by restricting the grammar and vocabulary in order to reduce or eliminate ambiguity and complexity. Traditionally, controlled languages fall into two major types: those that improve readability for human readers (e.g. non-native speakers), and those that enable reliable automatic semantic analysis of the language. The first type of languages (often called "simplified" or "technical" languages), for example ASD Simplified Technical English, Caterpillar Technical English, IBM's Easy English, are used in the industry to increase the quality of technical documentation, and possibly simplify the semi-automatic translation of the documentation. These languages restrict the writer by general rules such as "Keep sentences short", "Avoid the use of pronouns", "Only use dictionary-approved words", and "Use only the active voice". The second type of languages have a formal syntax and semantics, and can ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
	Attempto Controlled English Attempto Controlled English (ACE) is a controlled natural language, i.e. a subset of standard English with a restricted syntax and restricted semantics described by a small set of construction and interpretation rules. It has been under development at the University of Zurich since 1995. In 2013, ACE version 6.7 was announced. ACE can serve as knowledge representation, specification, and query language, and is intended for professionals who want to use formal notations and formal methods, but may not be familiar with them. Though ACE appears perfectly natural – it can be read and understood by any speaker of English – it is in fact a formal language. ACE and its related tools have been used in the fields of software specifications, theorem proving, text summaries, ontologies, rules, querying, medical documentation and planning. Here are some simple examples: # Every woman is a human. # A woman is a human. # A man tries-on a new tie. If the tie pleases his wife then the m ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
picture info	Culturally Sensitive Cultural sensitivity, also referred to as cross-cultural sensitivity or cultural awareness, is the knowledge, awareness, and acceptance of other cultures and others' cultural identities. It is related to cultural competence (the skills needed for effective communication with people of other cultures, which includes cross-cultural competence), and is sometimes regarded as the precursor to the achievement of cultural competence, but is a more commonly used term. On the individual level, cultural sensitivity is a state of mind regarding interactions with those different from oneself. Cultural sensitivity enables travelers, workers, and others to successfully navigate interactions with a culture other than their own. Cultural diversity includes demographic factors (such as race, gender, and age) as well as values and cultural norms. Cultural sensitivity counters ethnocentrism, and involves intercultural communication, among relative skills. Most countries' populations include min ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]
	LIA-UFSCar {{Unreferenced, date=December 2013 LIA – Advanced Interaction Laboratory (in Portuguese: Laboratório de Interação Avançada) was founded in 2003 as a Human-Computer Interaction (HCI) research lab in the Department of Computer Science at UFSCar – Federal University of São Carlos. LIA's mission is to research innovative Information and Communication Technologies (ICTs) approaches for designing, developing and using ICT aiming contributing to overcome the challenges faced in the adoption of ICT considering social, professional, economical, political and cultural context of use. One of LIA's main project is the Open Mind Common Sense in Brazil (OMCS-Br). The project started in 2005 in a partnership with Media Lab from MIT. It is an approach for developing culture-sensitive interactive systems, which relies on using a common sense knowledge for developing such kind of systems. That is because individuals communicate with each other by assigning meaning to their messages ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu]