On limited conjunctions and partial features in parameter-tractable feature logics

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Abstract

Standard reasoning problems are complete for EXPTIME in common feature-based description logics-ones in which all roles are restricted to being functions. We show how to control conjunctions on left-hand-sides of subsumptions and use this restriction to develop a parameter-tractable algorithm for reasoning about knowledge base consistency. We then show how the resulting logic can simulate partial features, and present algorithms for efficient query answering in that setting.

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APA

McIntyre, S., Borgida, A., Toman, D., & Weddell, G. (2019). On limited conjunctions and partial features in parameter-tractable feature logics. In 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 (pp. 2995–3002). AAAI Press. https://doi.org/10.1609/aaai.v33i01.33012995

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