Knowledge engineering issues in developing a case-based reasoning application

Knowledge-Based Systems

Volumn 12, Issue 7, 1999, Pages 371-379

  Cunningham, P ^a   Bonzano, A ^a  

^a TRINITY COLLEGE DUBLIN   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

COGNITIVE SYSTEMS; INFERENCE ENGINES; ITERATIVE METHODS; KNOWLEDGE ACQUISITION; KNOWLEDGE BASED SYSTEMS; PROBLEM SOLVING;

CASE BASED REASONING; COGNITIVE PSYCHOLOGY; HUMAN MEMORY; INFERENCE MECHANISM;

KNOWLEDGE ENGINEERING;

EID: 0033323404     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0950-7051(99)00042-8     Document Type: Article

References (15)

1. Cunningham P. CBR: strengths and weaknesses. del Pobil A.P., Mira J., Ali M. Proceedings of 11th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems. Lecture Notes in Artificial Intelligence 1416. 2:1988;517-523.
2. M.M. Richter, The Knowledge Contained in Similarity Measures, Invited Talk at the 1st International Conference on Case-Based Reasoning (ICCBR'95), (http://wwwagr.informatik.uni-kl.de/~lsa/CBR/Richtericcbr95remarks.html).
3. Wilke W., Bergmann R. Techniques and knowledge used for adaptation during case-based problem solving. del Pobil A.P., Mira J., Ali M. Proceedings of 11th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems. Lecture Notes in Artificial Intelligence 1416. 2:1998;497-506.
4. Cunningham P., Finn D., Slattery S. Knowledge engineering requirements in derivational analogy. Wess S., Althoff K.-D., Richter M.M. Topics in Case-based Reasoning. Lecture Notes in Artificial Intelligence. 1994;234-245 Springer, Berlin.
5. P.Cunningham, A. Bonzano, Knowledge Engineering in a Real World Case-Based Reasoning Application, Trinity College Dublin Technical Report No. TCD-CS-1999-36, 1999.
6. Bonzano A., Cunningham P., Meckiff C. ISAC: A CBR system for decision support in air traffic control, advances in case-based reasoning. Smith I., Faltings B. Proceedings of the 1996 European Workshop on Case-Based Reasoning. Springer Verlag Lecture Notes in Artificial Intelligence. 1996;44-57.
7. A.Bonzano, ISAC: a Case-Based Reasoning System for Aircraft Conflict Resolution, PhD thesis, Trinity College Dublin, 1998.
8. Bonzano A., Cunningham P., Smyth B. Using introspective learning to improve retrieval in CBR:a case study in air traffic control, case-based reasoning research and development. Leake D.B., Plaza E. Proceedings of the 1997 International Conference on Case-Based Reasoning. Springer Verlag Lecture Notes in Artificial Intelligence. 1997;291-302.
9. Bonzano A., Cunningham P., Smyth B. Learning feature weights for CBR: global versus local, AIIA 97: advances in artificial intelligence. Lenzerini M. Proceedings of AIIA'97. Lecture Notes in Artificial Intelligence. 1997;417-426 Springer, Berlin.
10. Schreiber G., Wielinga B., de Hoog R., Akkermans H., Van de Velde W. CommonKADS: a comprehensive methodology for KBS development. IEEE Expert. 9:(6):1994;8-37.
11. Boehm B.W. A spiral model of software development and enhancement. IEEE Computer. 21:(5):1988;61-72.
12. Quinlan J.R. Induction of decision trees. Machine Learning. 1:1986;81-106.
13. Cheetham W., Graf J. Case-based reasoning in color matching. Leake D., Plaza E. Proceedings of Second International Conference on Case-Based Reasoning. 1997;1-12 Springer, Berlin.
14. Gardingen D., Watson I. A web based case-based reasoning system for HVAC sales support. Milne R., Macintosh A., Bramer M. Applications and Innovations in Expert Systems. VI:1998;11-23 Springer, London.
15. Fukunaga K. Introduction to Statistical Pattern Recognition. 2 :1990;Academic Press, London.