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• W2048810095 abstract "Semantic networks constitute one of the many attempts to capture human knowledge in an abstraction suitable for processing by computer program. While semantic nets enjoy widespread popularity, they seem never to live up to their authors' expectations of expressive power and ease of construction. This paper examines the fundamentals of network notation, in order to understand why the “formalism” has not been the panacea it was once hoped to be. We focus here on “concepts”—what net-authors think they are, and how network nodes might represent them. The simplistic view of concept nodes as representing extensional sets is examined, and found wanting in several respects. In an effort to solve the foundational problems exposed, we emphasize the importance of considering an “epistemological foundation” on which to consistently build representations for complex concepts. A level of representation above that of completely uniform nodes and links, but below the level of conceptual knowledge itself, seems to be the key to using previously learned concepts to interpret and structure new ones. A particular foundation is proposed here, based on the notion of a set of functional roles bound together by a structuring interrelationship. Procedures for using this foundation to automatically build instances and conceptual modifications are presented. In addition, the intensional nature of such a representation and its implications are discussed." @default.
• W2048810095 created "2016-06-24" @default.
• W2048810095 creator A5046073654 @default.
• W2048810095 date "1977-03-01" @default.
• W2048810095 modified "2023-10-03" @default.
• W2048810095 title "What's in a concept: structural foundations for semantic networks" @default.
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• W2048810095 doi "https://doi.org/10.1016/s0020-7373(77)80017-5" @default.
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