Minimizing dialog length in interactive case-based reasoning

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2001, Pages 993-998

  McSherry, David ^a  

^a UNIVERSITY OF ULSTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AVERAGE NUMBERS; AVERAGE PATH LENGTH; CASE BASED REASONING SYSTEMS; CASE LIBRARY; CASE RETRIEVAL; IDENTIFICATION TREES; PRODUCT RECOMMENDATION; SPLITTING CRITERION;

ARTIFICIAL INTELLIGENCE;

DECISION TREES;

EID: 84880889178     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. David Aha. The omnipresence of case-based reasoning in science and application. Knowledge-Based Systems, 11:261-273, 1998.
2. David Aha and Leonard Breslow. Refining conversational case libraries. In Proceedings of the Second International Conference on Case-Based Reasoning, pages 267-278, Providence, Rhode Island, 1997. Springer-Verlag.
3. David Aha, Tucker Maney and Leonard Breslow. Supporting dialogue inferencing in conversational case-based reasoning. In Proceedings of the Fourth European Workshop on Case-Based Reasoning, pages 262-273, Dublin, Ireland, 1998. Springer-Verlag.
4. Ralph Bergmann, Sean Breen, Mehmet Göker, Michael Manago and Stefan Wess. Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology. Springer-Verlag, Berlin Heidelberg, 1999.
5. Catherine Blake and Christopher Merz. UCI Repository of Machine Learning Databases. University of California, Irving, California, 1998.
6. Leo Breiman, Jerome Friedman, Richard Olshen and Charles Stone. Classification and Regression Trees. Wadsworth, Belmont, California, 1984.
7. Leonard Breslow and David Aha. Simplifying decision trees: a survey. Knowledge Engineering Review, 12:1-40, 1997.
8. Jadzia Cendrowska. PRISM: an algorithm for inducing modular rules. International Journal of Man-Machine Studies, 27:349-370, 1987.
9. Michelle Doyle and Pádraig Cunningham. A dynamic approach to reducing dialog in on-line decision guides. In Proceedings of the Fifth European Workshop on Case-Based Reasoning, pages 49-60, Trento, 2000. Springer-Verlag.
10. David McSherry. Interactive case-based reasoning in sequential diagnosis. Applied Intelligence, 14:65-76, 2001.
11. Ross Quinlan. Induction of decision trees. Machine Learning, 1:81-106, 1986.
12. Ross Quinlan. Unknown attribute values in induction. In Proceedings of the Sixth International Workshop on Machine Learning, pages 164-168, Ithaca, New York, 1989. Morgan Kaufmann.
13. Ross Quinlan. C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, California, 1993.
14. Barry Smyth and Pádraig Cunningham. A comparison of incremental case-based reasoning and inductive learning. In Proceedings of the Second European Workshop on Case-Based Reasoning, pages 151-164, Chantilly, November 1994. Springer-Verlag.
15. Ian Watson. Applying Case-Based Reasoning: Techniques for Enterprise Systems. Morgan Kaufmann, San Francisco, California, 1997.