Detecting the knowledge boundary with prudence analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5360 LNAI, Issue , 2008, Pages 482-488

  Dazeley, Richard ^a   Kang, Byeong Ho ^b  

^a UNIVERSITY OF BALLARAT   (Australia)

^b UNIVERSITY OF TASMANIA   (Australia)

Author keywords

Knowledge based systems; Knowledge representation; Prudence analysis; Ripple down rules; Verification and Validation

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIONICS; FRACTURE MECHANICS; INFORMATION THEORY; KNOWLEDGE BASED SYSTEMS;

INNOVATIVE APPROACHES; NEW APPROACHES; PRUDENCE ANALYSIS; RIPPLE-DOWN RULES; VALIDATION APPROACHES;

KNOWLEDGE REPRESENTATION;

EID: 58349089329     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-89378-3_49     Document Type: Conference Paper

References (20)

1. Wielinga, B.J., Schreiber, T.A., Breuker, J.A.: KADS: a modeling approach to knowledge engineering. Knowledge Acquisition 4(1), 5-54 (1992)
2. Lenat, D.B., Guha, R.V., Pittman, K.: Cyc: Toward Programs with Common Sense. Communications of the ACM 33(8), 30-49 (1990)
3. Preece, A.D.: Validation of knowledge-based systems: Current trends and issues. The Knowledge Engineering Review 10(1), 69 (1995)
4. Compton, P., Jansen, R.: Knowledge in Context: a strategy for expert system maintenance. In: Second Australian Joint Artificial Intelligence Conference (AI 1988), vol. 1, pp. 292-306 (1988)
5. Kang, B.: Validating Knowledge Acquisition: Multiple Classification Ripple Down Rules, PhD thesis (1996)
6. Edwards, G.: Reflective Expert Systems in Clinical Pathology (1996)
7. Edwards, G., Kang, B.H., Preston, P.: Prudent expert systems with credentials: Managing the expertise of decision support systems. In: International Journal of Biomedical Computing. RDR prudence and credentiuals is descussed WISE, FRP, FEP, vol. 40, pp. 125-132 (1995)
8. Edwards, G., Compton, P., Kang, B.: New Paradigms for Expert Systems in Healthcare. In: Proceedings of the Fourth Health Informatics of NSW Conference, Primbee, pp. 67-72 (1995)
9. Compton, P., Preston, P.: Knowledge based systems that have some idea of their limits. In: 10th Banff Knowledge Acquisition for Knowledge-Based Systems Workshop (KAW 1999). SRDG publications, Canada (1996)
10. Prayote, A.: Knowledge Based Anomaly Detection (2007)
11. Menzies, T., Debenham, J.: Expert System Maintenance. In: Kent, A., Williams, J.G. (eds.) Encyclopaedia of Computer Science and Technology, vol. 42, pp. 35-54. Marceli Dekker, New York (2000)
12. Beydoun, G.: Incremental Acquisition of Search Control Heuristics, PhD thesis (2000)
13. Compton, P., Edwards, G., Kang, B.: Ripple Down Rules: Possibilities and Limitations. In: 6th Banff Knowledge Acquisition for Knowledge-Based Systems Workshop (KAW 1991), vol. 1, pp. 6.1-6.18. SRDG publications, Canada (1991)
14. Compton, P., Kang, B., Preston, P.: Knowledge Acquisition Without Knowledge Analysis. In: Aussenac, N., Boy, G.A., Ganascia, J.-G., Kodratoff, Y., Linster, M., Gaines, B.R. (eds.) EKAW 1993. LNCS, vol. 723, pp. 277-299. Springer, Heidelberg (1993)
15. Preston, P., Edwards, G., Compton, P.: A 1600 Rule Expert System Without Knowledge Engineers. In: Moving Towards Expert Systems Globally in the 21st Century (Proceedings of the Second World Congress on Expert Systems 1993), New York, pp. 220-228 (1993)
16. Preston, P., Edwards, G., Compton, P.: A 2000 Rule Expert System Without a Knowledge Engineer. In: Proceedings of the 8th AAAI-Sponsored Banff Knowledge Acquisition for Knowledge-Based Systems Workshop, Banff, Canada, pp. 17.1-17.10 (1994)
17. Preston, P., Compton, P., Edwards, G.: An Implementation of Multiple Classification Ripple Down Rules. In: Tenth Knowledge Acquisition for Knowledge-Based Systems Workshop, University of Calgary, Calgary. Department of Computer Science. SRDG Publications, Canada (1996)
18. Dazeley, R.: To The Knowledge Frontier and Beyond: A Hybrid System for Incremental Contextual-Learning and Prudence Analysis. Uni. of Tasmania, PhD thesis (2007)
19. Quinlan, J.R.: C4.5: Programs for Machine Learning. In: Langley, P. (ed.), p. 302. Morgan Kaufmann Publishers, San Mateo (1993)
20. Blake, C.L., Merz, C.J.: UCI Repository of machine learning databases, University of California, Irvine, Dept. of Information and Computer Sciences (1998)