Artificial Intelligence (book)
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''Artificial Intelligence'' (''AI'') is a university textbook on
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 ...
, written by Patrick Henry Winston. It was first published in 1977, and the third edition of the book was released in 1992. It was used as the course textbook for
MIT The Massachusetts Institute of Technology (MIT) is a private research university in Cambridge, Massachusetts, United States. Established in 1861, MIT has played a significant role in the development of many areas of modern technology and sc ...
course 6.034.


Content

The book is intended to explain how computers reason and perceive, and introduce the field of artificial intelligence. It describes the field, both as a branch of engineering and as a science, providing a computational perspective. Ideas for representing knowledge, using knowledge, and building practical systems are provided. The intended audience includes engineers, computer scientists, psychologists, biologists, linguists, or philosophers.


Editions

Three editions were published in total (1977, 1984, 1992). The first edition included a section on Lisp programming. The second edition removed the Lisp section, and added chapters on logic, and learning. Implementation details for the second edition were provide by the companion book,
LISP Lisp (historically LISP, an abbreviation of "list processing") is a family of programming languages with a long history and a distinctive, fully parenthesized Polish notation#Explanation, prefix notation. Originally specified in the late 1950s, ...
second edition (Winston and Horn). The third edition was significantly changed, adding a section on learning, including
neural networks A neural network is a group of interconnected units called neurons that send signals to one another. Neurons can be either Cell (biology), biological cells or signal pathways. While individual neurons are simple, many of them together in a netwo ...
. The third edition was also updated to reflect changes in computer performance that had occurred since the second edition was published, and to address artificial intelligence at scale.


Reception

Cambridge University Press Cambridge University Press was the university press of the University of Cambridge. Granted a letters patent by King Henry VIII in 1534, it was the oldest university press in the world. Cambridge University Press merged with Cambridge Assessme ...
reviewer Tony Owen found the 1984 edition to be complete and suitable for classroom work. In addition, he highlighted the companion book
LISP Lisp (historically LISP, an abbreviation of "list processing") is a family of programming languages with a long history and a distinctive, fully parenthesized Polish notation#Explanation, prefix notation. Originally specified in the late 1950s, ...
. ACM reviewer Doris Appleby commented that the 2nd and 3rd editions were better suited to those working in fields related to Artificial Intelligence. In this way she felt that Winston had chosen the path of popularizing Artificial Intelligence, making the text more of a general survey. The procedural English methods (half-English, half-program form) used to describe algorithms and programs in the text were regarded as satisfactory. Appleby also highlighted the companion book
LISP Lisp (historically LISP, an abbreviation of "list processing") is a family of programming languages with a long history and a distinctive, fully parenthesized Polish notation#Explanation, prefix notation. Originally specified in the late 1950s, ...
in her review of the third edition.


References


See also

*
LISP (book) ''LISP'' is a university textbook on the Lisp programming language, written by Patrick Henry Winston and Berthold Klaus Paul Horn. It was first published in 1981, and the third edition of the book was released in 1989. The book is intended to i ...
* Paradigms of AI Programming * Artificial Intelligence: A Modern Approach


External links

* ** ** * * {{Authority control 1977 non-fiction books 1984 non-fiction books 1993 non-fiction books Artificial intelligence textbooks Cognitive science literature English-language non-fiction books Robotics books