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by Peter Clark, Bruce Porter
http://www.cs.utexas.edu/users/pclark/papers/uttr96a.ps
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Abstract:
A major cause of the knowledge-engineering bottleneck is the inability to transfer representational fragments from one knowledge base to another due to the idiosyncratic nature of domain-specific representations. In this paper, we show that representations can be built automatically by composing abstract, reusable components. Moreover, we describe how representations of specific situations, that arise during problem solving, can be assembled `on demand', guided by a query for a particular piece of information. Our work integrates ideas from dynamic memory, conceptual graph theory, compositional modeling and graph unification. 1
Citations
|
524
|
A framework for representing knowledge
– Minsky
|
|
307
|
The design and implementation of hierarchical software systems with reusable components
– Batory, O’Malley
- 1992
|
|
169
|
Conceptual structures: information processing in mind and machine
– Sowa
- 1984
|
|
140
|
Towards a meaning of LIFE
– t-Kaci, Podelski
- 1993
|
|
112
|
The Programmer's Apprentice
– Rich, Waters
- 1990
|
|
90
|
CHEF: A model of case-based planning
– Hammond
- 1986
|
|
75
|
Scalable software libraries
– Batory, Singhal, et al.
- 1993
|
|
72
|
Model construction operators
– Clancey
- 1992
|
|
46
|
Combination of Inheritance Hierarchies
– Ossher, Harrison
- 1992
|
|
43
|
The art of artificial intelligence: Themes and case studies of knowledge engineering
– Feigenbaum
- 1977
|
|
40
|
Automated modeling of complex systems to answer prediction questions
– Rickel, Porter
- 1997
|
|
31
|
AI Research in the Context of A Multifunctional Knowledge Base: The Botany Knowledge Base Project
– Porter, Lester, et al.
- 1988
|
|
30
|
Algernon: A tractable system for knowledge representation
– Crawford, Kuipers
- 1991
|
|
26
|
The design of the C++ Booch components
– Booch, Vilot
- 1990
|
|
20
|
Order-sorted feature theory unification
– Ait-Kaci, Podelski, et al.
- 1993
|
|
9
|
RESTAURANT revisited, or `lunch with boris
– Dyer
- 1981
|
|
8
|
Cognitive cliches. AI Working Paper 286
– Chapman
- 1986
|
|
8
|
Irrelevance reasoning in knowledge-based systems
– Levy
- 1993
|
|
4
|
Compositionalmodelling: Finding the right model for the job
– Falkenhainer, Forbus
- 1991
|
|
3
|
Dynamic Memory. Cambridge Univ
– Schank
- 1982
|
