A logical foundation for the case-based reasoning cycle

International Journal of Intelligent Systems

Volumn 18, Issue 4, 2003, Pages 367-382

  Finnie, Gavin ^a   Sun, Zhaohao ^a  

^a BOND UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRONIC COMMERCE; FORMAL LOGIC; FUZZY SETS; KNOWLEDGE BASED SYSTEMS; MATHEMATICAL MODELS; MULTI AGENT SYSTEMS;

CASE BASED REASONING; SIMILARITY BASED REASONING;

ARTIFICIAL INTELLIGENCE;

EID: 0037389160     PISSN: 08848173     EISSN: None     Source Type: Journal    
DOI: 10.1002/int.10093     Document Type: Article

References (22)

1. Watson I. An Introduction to case-based reasoning. In: Waston I, editor. Progress in case-based reasoning. Berlin: Springer; 1995. pp 3-16.
2. Sun Z, Finnie G. Multiagent brokerage with CBR. In: Proc Australasian Conf on Information System (ACIS'01). Coffs Harbour, Australia, December 4-7 2001. Southern Cross University, Coffs Harbor, NSW/Australia; 2001. pp. 635-644.
3. Aamodt A, Plaza, E. Case-based reasoning: Foundational issues, methodological variations, and system approaches. Artif Intell Commun 1994;7(1):39-59.
4. Leake D. Case-based reasoning: Experiences, lessons, and future direction. Menlo Park, CA: AAAI Press/MIT Press; 1996, p 420.
5. Dubois D, Esteva F, Garcia P, Godo L, López de Màntaras R, Prade H. Fuzzy set-based models in case-based reasoning. IIIA Research Report; 1997. pp. 97-99, http://www.iiia.csic.es/Reports/1997/IIIA-RR-97.html
6. Dubois D, Esteva F, Garcia P, López de Mántaras R, Prade H, Fuzzy modelling of case-based reasoning and decision. In: Leake DB, Plaza E, editors. Case-based reasoning research and development (ICCBR-97) LNAI 1266. Berlin: Springer; 1997, pp 599-610.
7. Plaza E, Esteva F, Garcia P, Godo L, López de Mántaras R, A logical approach to case-based reasoning using fuzzy similarity relations. Info Sci 1996;106:105-122.
8. Lenz M, Bartsch-Spörl B, Burkhard HD, Wess S, editors. Case-based reasoning: From foundations to applications. Berlin: Springer; 1998. p 405.
9. Olivia C, Chang CF, Enguis CF, Ghose AK. Case-based BDI agents: An effective approach for intelligent search on the World Wide Web. In: AAAI Spring Symposium on Intelligent Agents in Cyberspace. CA. Menlo Park, CA: AAAI Press, 1999. pp 20-27.
10. Sun Z, Finnie G. ES = MAS? In: Proc Conf on Intelligent Information Processing (IIP 2000; within the 16th World Computer Congress). Beijing; August 21-25, 2000. Beijing: Electronics Industry Press; 2000, pp 541-548.
11. Sun Z, Xiao J. Essentials of discrete mathematics, problems, and solutions. Baoding: Hebei University Press; 1994, p 319.
12. Nilsson NJ. Artificial intelligence: A new synthesis. San Francisco, CA: Morgan Kaufmann Publishers; 1998, p 513.
13. Sun Z, Finnie G, Weber K. Integration of abductive CBR and deductive CBR. In: Proc 10th IEEE Int Conf on Fuzzy Systems (FUZZ-IEEE 2001). Melbourne, Australia; December 2-5, 2001. Melbourne, Australia; IEEE; 2001. pp 1432-1435.
14. Zimmermann HJ. Fuzzy set theory and its application. Boston/Dordrecht/London: Kluwer Academic Publishers; 1991, p 399.
15. Finnie G, Sun Z. Similarity and metrics in case-based reasoning. Int J Intell Syst 2002; 17(3):273-287.
16. Dubois D, Esteva F, Garcia P, Godo L, López de Màntaras R, Prade H. Case-based reasoning: A fuzzy approach. In: Ralescu AL, Shanahan JG, editors. Fuzzy logic in artificial intelligence, IJCAI'97 Workshop, Berlin: Springer-Verlag; 1999, pp 79-90.
17. Sun Z, Finnie G. Fuzzy rule-based models for case retrieval. Engineering Intelligent Systems 2002; 10(4):213-224.
18. Maher ML. Garza AGdS. Case-based reasoning in Design. In: http://www.computer.muni.cz/pubs/expert/feat4-97.htm; 1997.
19. Kolodner J. Case-based reasoning. San Mateo, CA: Morgan-Kaufmann Publishers; 1993, p 668.
20. Sun R. Robust reasoning: Integrating rule-based and similarity-based reasoning. Artif Intell 1995;75:241-295.
21. Wilke W, Lenz M, Wess S. Intelligent sales support with CBR. In: Lenz M, Bartsch-Spörl B, Burkhard HD, Wess S, editors. Case-based reasoning: From foundations to applications. Berlin: Springer; 1998. pp 91-113.
22. 5 model of case-based reasoning. Knowledge-Based Systems 2003; 16(1):59-65.