Case-Based Reasoning
Papers from the AAAI Workshop
David Leake, Program Chair
Technical Report WS-93-01 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 / iii
David Leake
Part One: Formal Presentations
Indexing and Retrieval
Using Heuristic Search to Retrieve Cases that Support Arguments / 5
Edwina L. Rissland, David B. Skalak, and M. Timur Friedman, University of Massachusetts
Easing the Creation of a Multipurpose Case Library / 12
Eric Goldstein, Smadar Kedar, and Ray Bareiss, Northwestern University
Paying Attention to the Right Thing: Issues of Focus in Case-Based Creative Design / 19
Janet L. Kolodner and Linda M. Wills, Georgia Institute of Technology
Indexing Evaluations of Buildings to Aid Conceptual Design / 26
Anna L. Zacherl and Eric A. Domeshek, Georgia Institute of Technology
Representation and Vocabularies
Representation Issues in Multimedia Case Retrieval / 35
Thomas R. Hinrichs, Ray Bareiss, and Brian M. Slator, Northwestern University
Using a Multi-Layered Approach to Representing Tort Law Cases
for Case-Based Reasoning / 41
Barbara B. Cuthill, National Institute of Standards and Technology, and Robert McCartney, University of Connecticut
Multi-agent Interactions: A Vocabulary of Engagement / 48
Patricia Goldweic and Kristian J. Hammond, University of Chicago
Learning
Learning Adaptation Strategies by Introspective Reasoning about Memory Search / 57
David B. Leake, Indiana University
Using a Genetic Algorithm to Learn Prototypes for Case Retrieval and Classification / 64
David B. Skalak, University of Massachusetts
Compositional Instance-Based Acquisition of Preference Predicates / 70
Patrick Broos and Karl Branting, University of Wyoming
Planning and Scheduling
Combining Search and Analogical Reasoning in Path Planning from Road Maps / 79
Karen Haigh and Manuela Veloso, Carnegie Mellon University
Continuous Case-Based Reasoning / 86
Ashwin Ram and Juan Carlos Santamarfa, Georgia Institute of Technology
Planning from Partial and Multiple Episodes in a Case-Based Planner / 94
Robert McCartney, University of Connecticut
Improving Schedule Quality through Case-Based Reasoning / 101
Kazuo Miyashita and Katia Sycara, Carnegie Mellon University
Teaching
A Cross-Domain Experiment in Case-Based Design Support: ArchieTutor / 111
Ashok Goel, All Malkawi, Georgia Institute of Technology, Michael Pearce, Galaxy Scientific Corporation, and Kim Liu, Georgia Institute of Technology
Retrieval Strategies for Tutorial Stories / 118
Robin Burke, The Institute for the Learning Sciences, Northwestern University
Case-Based Reasoning for the Case Method / 125
Stephen Slade, Stern School of Business, New York University
Aiding
Diagnostic Case Retrieval Guided by Evaluation and Feedback / 135
Edwina L. Rissland, Jody J. Daniels, Zachery B. Rubinstein, and David B. Skalak, University of Massachusetts
Knowledge Acquisition and Design Support in a Medical Domain / 141
Jeffrey Berger, University of Chicago
Automated Support for Developing Retrieve-and-Propose Systems / 147
Evangelos Simoudis and Peter Miller, Lockheed Artificial Intelligence Center
Part Two: Abstracts of Poster Presentations
Using Logic to Reason with Cases / 155
Kevin D. Ashley and Vincent Aleven, University of Pittsburgh
Retrieval of Cases Imperfectly Described and Explained: A Quantitative Approach / 156
Carlos Bento and Ernesto Costa, Universidade de Coimbra
Learning Representation by Integrating Case-Based and Inductive Learning / 157
Dennis Connolly, Steve Christey, The MITRE Corporation, Phyllis Koton, IIIS, Stuart McAlpin, EDS AI Services, and Alice Mulvehill, The MITRE Corporation
Planning in SimCity / 158
Mark Fasciano, University of Chicago
Case-Based Design in the SEED System / 159
Ulrich Flemming, Carnegie Mellon University
The Utility Problem in Case-Based Reasoning / 160
Anthony G. Francis, Jr. and Ashwin Ram, Georgia Institute of Technology
Shopper: Taking Advantage of Structural Stability / 161
Daniel Fu, University of Chicago
Case-Based Path Planning: Router / 162
Ashok K. Goel, Todd J. Callantine, Michael W. Donnellan, and Andres Gomez de Silva Garza, Georgia Institute of Technology
Analogy by Abstraction: A Theory of Case Retrieval and Adaptation in Inventive Design Problems / 163
Takashi Ishikawa, PENTEL Ltd., and Takao Terano, University of Tsukuba
Case-Based Selection of Diagnostic Imaging Procedures / 164
Charles E. Kahn, Jr., Medical College of Wisconsin
Fast, Frequent, and Flexible Retrieval in Case-Based Planning / 165
Brian P. Kettler, James A. Hendler and William A. Andersen, University of Maryland
The Representation of Experience for Case-Based Reasoning in Subjective Interpretation / 166
Charles E. Martin, University of Chicago
If it Worked Last Time, it Should Work Again: Justifying and Validating Case-Based Plans / 167
Kathryn E. Sanders, University of Massachusetts
Case-Oriented Knowledge Acquisition for Architectural Design / 168
Barbara Schmidt-Belz and Angi Voss, German National Research Center for Computer Science
Uncertain Case-Based Reasoning / 169
Hsinyen Wei and Costas Tsatsoulis, University of Kansas
Case-Base Organization Using Multicases / 170
Roland Zito-Wolf; Brandeis University
Author Index / 171
AAAI Digital Library
AAAI relies on your generous support through membership and donations. If you find these resources useful, we would be grateful for your support.