Learning composite concepts in description logics: A first step

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

Volumn 1079, Issue , 1996, Pages 68-77

  Lambrix, Patrick ^a   Maleki, Jalal ^a  

^a LINKÖPING UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

FORMAL LANGUAGES; FORMAL LOGIC; INTELLIGENT SYSTEMS; LEARNING ALGORITHMS; SEMANTICS;

COMMONSENSE REASONING; COMPOSITE CONCEPT; CONCEPT LEARNING; DESCRIPTION LOGIC; FIRST ORDER LOGIC; REPRESENTATION LANGUAGES; SEARCH SPACES; SEMANTIC NETWORK;

DATA DESCRIPTION;

EID: 77957973993     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-61286-6_132     Document Type: Conference Paper

References (12)

1. Borgida, A., Brachman, R.J., McGuinness, DL Resnick, A CLASSIC : A Structural Data Model for Objects', Proceedings of SIGMOD 89, pp 59-67, 1989.
2. Cohen, W., Borgida, A., Hirsh, H., 'Computing Least Common Subsumers in Description Logics', Proceedings of AAAI 92, pp 754-760, 1992.
3. Cohen, W., Hirsh, H., 'Learning the CLASSIC Description Logic: Theoretical and Experimental Results', Principles of Knowledge Representation and Reasoning: Proceedings of the Fourth International Conference - KR 94, pp 121-133, 1994.
4. Cohen, W., Hirsh, H., 'The Learnability of Description Logics with Equality Constraints', Machine Learning, Vol 17, pp 169-199, 1994.
5. Donini, F., Era, A., 'Most Specific Concepts Technique for Knowledge Bases with Incomplete Information', Proceedings of the First International Conference on Information and Knowledge Management, pp 545-551, 1992.
6. Franconi, E., 'A Treatment of Plurals and Plural Qualifications based on a Theory of Collections', Minds and Machines, Vol 3(4), pp 453-474, 1993.
7. Kietz, J.-U., Morik, K., 'A Polynomial Approach to the Constructive Induction of Structural Knowledge', Machine Learning, Vol 14, pp 193-217, 1994.
8. Mitchell, T., 'Generalization as Search', Artificial Intelligence, Vol 18(2), pp 203-226, 1982.
9. Nebel, B., Reasoning and Revision in Hybrid Representation Systems, Lecture Notes in Artificial Intelligence, 422, Springer-Verlag, 1990.
10. Padgham, L., Lambrix, P., 'A Framework for Part-Of Hierarchies in Terminological Logics', Principles of Knowledge Representation and Reasoning: Proceedings of the Fourth International Conference - KR 94, pp 485-496, 1994.
11. Schaerf, A., 'Which Semantics for Individuals in the Tbox?', Proceedings of the International Workshop on Description Logics, pp 5-8, 1994.
12. Speel, P.-H., Patel-Schneider, P., 'CLASSIC extended with physical whole-part relations', Proceedings of the International Workshop on Description Logics, pp 45-50, 1994.