Sophia: A novel approach for textual case-based reasoning

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2005, Pages 15-20

  Patterson, David ^a   Rooney, Niall ^a   Dobrynin, Vladimir ^b   Galushka, Mykola ^a  

^a UNIVERSITY OF ULSTER   (United Kingdom)

^b ST PETERSBURG STATE UNIVERSITY   (Russian Federation)

Author keywords

[No Author keywords available]

Indexed keywords

CASE-BASED RETRIEVAL; DOMAIN KNOWLEDGE; LANGUAGE INDEPENDENTS; NOVEL METHODOLOGY; SCALEABLE; SEMANTIC SIMILARITY; SIMILARITY KNOWLEDGE; STRUCTURE QUERIES;

ARTIFICIAL INTELLIGENCE;

EID: 84880744783     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Baeza-Yates, R. & Ribeiro-Neto, B. Modern Information Retrieval. ACM Press, 1999.
2. Brüninghaus, S. & Ashley, K., The role of Information Extraction for Textual CBR. In Proceedings of the 4th International Conference on Case-Based Reasoning, LNCS 2080, pp. 74-89, Springer, 2001.
3. th European Conference on Case-based Reasoning, LNCS, pp. 573-586, Springer, 2004
4. Deerwester, S., Dumais, S. T., Furna, G.W., Landauer, T. K. & Harshman, R.. Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science, 1990.
5. th European conference on Information Retrieval Research, LNCS 2297, pp. 167-180, Springer, 2004.
6. Lin, J. Divergence Measures Based on the Shannon Entropy. IEEE Transactions on Information Theory, 37(1), pp. 145-151, 1991.
7. th Conference on Uncertainty in Artificial Intelligence, pp. 289-296, 1999.
8. Kunze, M. & Hubner, A. CBR on Semi-structured Documents: The Experience Book and the FAllQ Project. In Proceedings of 6th German Workshop on CBR, 1998
9. Lenz, M. Knowledge sources for textual CBR applications. In Proceedings of the Workshop on Textual Case-Based Reasoning, pp. 24-29. Menlo Park, CA, AAAI Press. 1998
10. Sebastiani, F. Machine learning in automated text categorization. ACM Computing Surveys, 34(1):1-47, 2002.
11. Wiratunga, N., Koychev, I., & Massie, S. Feature Selection and Generalisation for Textual Case Retrieval. In Proceedings of 7th European Conference on Case-Based Reasoning, pp. 806-820. LNAI, Springer, 2004.
12. thEuropean Conference on Case-based Reasoning, pp. 1-5, Springer, 2002.