Adaptation of Knowledge for Reuse
Papers from the 1995 Fall Symposium
David W. Aha and Ashwin Ram, Program Cochairs
Technical Report FS-95-04. Published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Preface / 1
David W. Aha and Ashwin Ram
Reformulating Domain Theories for Reuse in Problem Solving / 1
D. Paul Benjamin, Syracuse University
Conceptual Analogy / 5
Katy Böorner, University of Freiburg
A Testbed for Experiments in Adaptive Memory Retrieval and Indexing / 12
Liwu Chang & Patrick Harrison, Naval Research Laboratory
A Domain-Independent Algorithm for Multi-Plan Adaptation and Merging in Least Commitment Planners / 19
Anthony G. Francis, Jr. and Ashwin Ram, Georgia Institute of Technology
Preparation of Multi-Agent Knowledge for Reuse / 26
Andrew Garland & Richard Alterman, Brandeis University
Reuse with PROTÉGÉ-II: Adapting Problem-Solving Methods with Mapping Relations / 34
John H. Gennari, Russ B. Altman, and Mark A. Musen, Stanford University
What Kind of Adaptation do CBR Systems Need?: A Review of Current Practice / 41
Kathleen Hanney, Mark T. Keane, Barry Smyth, and Padraig Cunningham, Trinity College Dublin
Global and Case-Specific Model-Based Adaptation / 47
John D. Hastings & Karl Branting, University of Wyoming
Correct Adaptation of Complex Plans / 54
Jana Koehler, German Research Center for AI & International Computer Science Institute
Adaptation of Proofs for Reuse / 61
Thomas Kolbe & Christoph Walther, Technische Hochschule Darmstadt
Reusing Force Deployment Plans / 68
Alice M. Mulvehill, MITRE
Metacognitive Adaptation: Regulating the Plan Transformation Process / 73
Rüdiger Oehlmann, University of Aberdeen
Adaptation and Re-Description in the Context of Geometric Proportional Analogies / 80
Scott O'Hara, Boston University, and Bipin Indurkhya, Tokyo University of Agriculture and Technology
Adaptation of Generic Models in Model-Driven Knowledge Acquisition / 87
Klas Orsvärn, Swedish Institute of Computer Science
Planning with Case-Based Structures / 94
P. V. S. R. Bhanu Prasad, IIT Madras
Retrieval & Adaptation in Deja Vu, a Case-Based Reasoning System for Software Design / 99
Barry Smyth and Mark T. Keane, Trinity College Dublin
Invited Talk: Adapting Adaptation in Analogical Problem Solving / 106
Mark T. Keane
Invited Talk: Reformulation in Artificial Intelligence / 108
Jeffrey Van Baalen
Invited Talk: Adaptation in Case-Based Reasoning: Issues, Methods and Directions / 99
David Leake