Abstract
Terminological reasoning systems directly support the abstraction mechanisms generalization and classification. But they do not bother about aggregation and have some problems with reasoning demands such as concrete domains, sequences of finite but unbounded size and derived attributes. The paper demonstrates the relevance of these issues in an analysis of a mechanical engineering application and suggests an integration of a forward-chaining rule system with a terminological logic as a solution to these problems.
Supported by BMFT Research Project ARC-TEC (grant ITW 8902 C4).
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S. Abiteboul and P. C. Kanellakis. Object identity as a query language primitive. In ACM SIGMOD, pages 159–173, 1989.
H. Ait-Kaci and R. Nasr. LOGIN: A logic programming language with built-in inheritance. JLP, 3:185–215, 1986.
F. Baader, H.-J. Bürckert, B. Nebel, W. Nutt, and G. Smolka. On the expressivity of feature logics with negation, functional uncertainty, and sort equations. Research Report RR-91-01, DFKI, 1991.
F. Baader and Ph. Hanschke. A scheme for integrating concrete domains into concept languages. Research Report RR-91-10, DFKI / Kaiserslautern, 1991.
F. Baader and Ph. Hanschke. Extensions of concept languages for a mechanical engineering application. In GWAI-92, 1992.
C. Beeri and R. Ramakrishnan. On the power of magic. Journal of Logic Programming, 10:255–299, 1991.
A. Bernardi, H. Boley, K. Hinkelmann, Ph. Hanschke, C. Klauck, O. Kühn, R. Legleitner, M. Meyer, M.M. Richter, G. Schmidt, F. Schmalhofer, and W. Sommer. ARC-TEC: Acquisition, Representation and Compilation of Technical Knowledge. In Expert Systems and their Applications: Tools, Techniques and Methods, Avignon, France, 1991.
H. Boley, Ph. Hanschke, K. Hinkelmann, and M. Meyer. COLAB: A hybrid konwoledge compialtion laboratory. submitted for publication, January 1991.
A. Borgida, J. Mylopoulos, and H. K. T. Wong. Generalization/spezialization as a basis for software specification. In On Conceptual Modelling. Springer, 1984.
R. Brachman, D. McGuinness, P. Pate-Schneider, and L. Resnick. Living with CLASSIC: When and how to use a Kl-one-like language. In Principles of Semantic Networks. Morgan Kaufmann, 1991.
J. Clancey, W. Heuristic classification. Artificial Intelligence, 27:289–350, 1985.
J. Edelmann and B. Owsnicki. Data models in knowledge representation systems: A case study. In GWAI-86 and 2. österreichische Artificial-Intelligence Tagung, pages 69–74. Springer, 1986.
M. Kifer and G. Lausen. F-logic: A higher-order language for reasoning about objects, inheritance, and scheme. In ACM SIGMOD, pages 134–146, 1989.
Ch. Klauck, R. Legleitner, and A. Bernardi. FEAT-REP: Representing features in CAD/CAM. In 4th International Symposium on Artificial Intelligence: Applications in Informatics, 1991.
R. MacGregor. A deductive pattern matcher. In AAAI, pages 403–408, 1988.
B. Nebel. Reasoning and Revision in Hybrid Representation Systems. Springer, 1990.
A. Nixon, B., L. Chung, K., and D. Lauzon. Design of a compiler for a semantic data model. In Foundations of Knowledge Base Management. Springer, 1989.
F. Schmalhofer, O. Kühn, and G. Schmidt. Integrated knowledge acquisition from text, previously solved cases, and expert memories. Applied Artificial Intelligence, 5:311–337, 1991.
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© 1993 Springer-Verlag Berlin Heidelberg
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Hanschke, P., Hinkelmann, K. (1993). Combining terminological and rule-based reasoning for abstraction processes. In: Jürgen Ohlbach, H. (eds) GWAI-92: Advances in Artificial Intelligence. Lecture Notes in Computer Science, vol 671. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0019000
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DOI: https://doi.org/10.1007/BFb0019000
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