A Model+Solver Approach to Concept Learning
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- Lisi F.A. (2016) A Model+Solver Approach to Concept Learning. In: Adorni G., Cagnoni S., Gori M., Maratea M. (eds) AI*IA 2016 Advances in Artificial Intelligence. AI*IA 2016. Lecture Notes in Computer Science, vol 10037. Springer, Cham
Many Concept Learning problems can be seen as Constraint Satisfaction Problems (CSP). In this paper, we propose a model+solver approach to Concept Learning which combines the efficacy of Description Logics (DLs) in conceptual modeling with the efficiency of Answer Set Programming (ASP) solvers in dealing with CSPs.