Toward Goal-Driven Integration of Explanation and Action

This chapter contains sections titled: Introduction, Real World Explanation: An Everyday Example, Explanations and Explanation Generation, Issues in Building a Model of Goal-Driven Interactive Explanation, A Simple Illustration, A Broader Perspective, Progress Toward the Model, Relationship to Other Approaches, Conclusions, Acknowledgments, Notes, References

[1]  Michael Freed,et al.  Model-Based Diagnosis of Planning Failures , 1990, AAAI.

[2]  Marie desJardins.  Goal-Directed Learning: A Decision-Theoretic Model for Deciding What to Learn Next , 1992 .

[3]  Alex Quilici.  Modeling the Goal-Driven Learning of Novice UNIX Users , 1994 .

[4]  Richard M. Keller,et al.  Defining Operationality for Explanation-Based Learning , 1987, Artificial Intelligence.

[5]  David Leake,et al.  Planning to Perceive , 1995 .

[6]  Venkat Ajjanagadde,et al.  Incorporating background knowledge and structured explananda in abductive reasoning: a framework , 1993, IEEE Trans. Syst. Man Cybern..

[7]  Brian C. Williams,et al.  Diagnosis with Behavioral Modes , 1989, IJCAI.

[8]  David B. Leake,et al.  Towards Situated Explanation , 1994, AAAI.

[9]  Roger C. Schank,et al.  Inside case-based explanation , 1994, Artificial intelligence series.

[10]  Alex Kass,et al.  Developing creative hypotheses by adapting explanations , 1991 .

[11]  Tom Michael Mitchell,et al.  Explanation-based generalization: A unifying view , 1986 .

[12]  Raymond J. Mooney,et al.  A general explanation-based learning mechanism and its application to narrative understanding , 1990 .

[13]  Lucy Suchman.  Plans and situated actions: the problem of human-machine communication , 1987 .

[14]  David J. Mostow,et al.  Machine Transformation of Advice Into a Heuristic Search Procedure , 1983 .

[15]  A. McGehee Harvey,et al.  Differential Diagnosis: The Interpretation of Clinical Evidence , 1970 .

[16]  Lawrence Hunter,et al.  Knowledge acquisition planning for inference from large databases , 1990, Twenty-Third Annual Hawaii International Conference on System Sciences.

[17]  Shankar Rajamoney.  Designing Experiments to Extend the Domain Theory , 1993 .

[18]  Henry A. Kautz,et al.  Generalized Plan Recognition , 1986, AAAI.

[19]  Lawrence Birnbaum,et al.  Goal-directed diagnosis of expectation failures , 1990, AAAI 1990.

[20]  David Leake,et al.  Goal-Based Explanation Evaluation , 1991, Cogn. Sci..

[21]  Leona Schauble,et al.  The integration of knowledge and experimentation strategies in understanding a physical system , 1992 .

[22]  Roger C. Schank,et al.  Explanation Patterns: Understanding Mechanically and Creatively , 1986 .

[23]  David B. Leake.  Evaluating Explanations , 1988, AAAI.

[24]  R. Wilensky.  Planning and Understanding: A Computational Approach to Human Reasoning , 1983 .

[25]  William Mark,et al.  Explanation-Based Indexing of Cases , 1988, AAAI.

[26]  David B. Leake.  An Indexing Vocabulary for Case-Based Explanation , 1991, AAAI.

[27]  Michael Albert Redmond,et al.  Learning by observing and understanding expert problem-solving , 1992 .

[28]  Ashwin Ram,et al.  A Theory of Questions and Question Asking , 1991 .

[29]  H. Sacks,et al.  Readings in Medical Artificial Intelligence: The First Decade , 1985 .

[30]  Smadar T. Kedar-Cabelli,et al.  Formulating Concepts According to Purpose , 1987, AAAI.

[31]  Robert Wilensky,et al.  Understanding Goal-Based Stories , 1978, Outstanding Dissertations in the Computer Sciences.

[32]  Johanna D. Moore,et al.  A Reactive Approach to Explanation , 1989, IJCAI.

[33]  Steve A. Chien.  Using and Refining Simplifications: Explanation-Based Learning of Plans in Intractable Domains , 1989, IJCAI.

[34]  Christopher Riesbeck,et al.  Failure-Driven Reminding for Incremental Learning , 1981, IJCAI.

[35]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.

[36]  Kristian J. Hammond,et al.  Case-Based Planning: Viewing Planning as a Memory Task , 1989 .

[37]  Ron Rymon,et al.  Diagnostic reasoning and planning in exploratory-corrective domains , 1993 .

[38]  Michael Lebowitz,et al.  Generalization and memory in an integrated understanding system , 1980 .

[39]  Richard Edward Cullingford,et al.  Script application: computer understanding of newspaper stories. , 1977 .

[40]  Roger C. Schank,et al.  SCRIPTS, PLANS, GOALS, AND UNDERSTANDING , 1988 .

[41]  Roy M. Turner.  Adaptive Reasoning for Real-world Problems: A Schema-based Approach , 1994 .

[42]  Roger C. Schank,et al.  Creativity and Learning in a Case-Based Explainer , 1989, Artif. Intell..

[43]  John R. Josephson,et al.  Abductive inference : computation, philosophy, technology , 1994 .

[44]  Hwee Tou Ng,et al.  On the Role of Coherence in Abductive Explanation , 1990, AAAI.

[45]  Ashwin Ram,et al.  Introspective reasoning using meta-explanations for multistrategy learning , 1995 .