Electrical Engineering
      and Computer Sciences

Electrical Engineering and Computer Sciences

COLLEGE OF ENGINEERING

UC Berkeley

Some Problems and Proposals for Knowledge Representation

Robert Wilensky

EECS Department
University of California, Berkeley
Technical Report No. UCB/CSD-87-351
May 1987

http://www.eecs.berkeley.edu/Pubs/TechRpts/1987/CSD-87-351.pdf

A new theory of knowledge representation is proposed, called Cognitive Representation Theory (CRT). CRT encompasses representational ideas that have emerged from work in semantic networks, frames, frame semantics, and Conceptual Dependency. The theory attempts to meet certain desiderata for a meaning representation, namely, the principles of adequacy, interpretability, uniformity, economy, and, in particular, cognitive correspondence. Motivated by these principles, the theory eliminates the frame/slot distinction found in frame-based languages (alternatively, node/link distinction found in semantic network-based systems). In its place is a new notion called the absolute/aspectual distinction. In addition, the theory incorporates as representational entities notions reminiscent of natural language metaphoric and metanymic relationships. This is done through a mechanism called views. The theory allows for the representation of some ideas that in the past have only been represented procedurally, informally, or not at all. An implementation of much of CRT, called KODIAK, has been created, and used in a number of experimental AI systems.


BibTeX citation:

@techreport{Wilensky:CSD-87-351,
    Author = {Wilensky, Robert},
    Title = {Some Problems and Proposals for Knowledge Representation},
    Institution = {EECS Department, University of California, Berkeley},
    Year = {1987},
    Month = {May},
    URL = {http://www.eecs.berkeley.edu/Pubs/TechRpts/1987/5630.html},
    Number = {UCB/CSD-87-351},
    Abstract = {A new theory of knowledge representation is proposed, called Cognitive Representation Theory (CRT). CRT encompasses representational ideas that have emerged from work in semantic networks, frames, frame semantics, and Conceptual Dependency. The theory attempts to meet certain desiderata for a meaning representation, namely, the principles of adequacy, interpretability, uniformity, economy, and, in particular, cognitive correspondence. Motivated by these principles, the theory eliminates the frame/slot distinction found in frame-based languages (alternatively, node/link distinction found in semantic network-based systems). In its place is a new notion called the absolute/aspectual distinction. In addition, the theory incorporates as representational entities notions reminiscent of natural language metaphoric and metanymic relationships. This is done through a mechanism called views. The theory allows for the representation of some ideas that in the past have only been represented procedurally, informally, or not at all. An implementation of much of CRT, called KODIAK, has been created, and used in a number of experimental AI systems.}
}

EndNote citation:

%0 Report
%A Wilensky, Robert
%T Some Problems and Proposals for Knowledge Representation
%I EECS Department, University of California, Berkeley
%D 1987
%@ UCB/CSD-87-351
%U http://www.eecs.berkeley.edu/Pubs/TechRpts/1987/5630.html
%F Wilensky:CSD-87-351