Abstract
We present an initial exploration into the possibilities of applying current state-of-the-art answer set programming (ASP) tools—esp. conflict-driven answer set enumeration—for mining itemsets in 0-1 data. We evaluate a simple ASP-based approach experimentally and compare it to a recently proposed framework exploiting constraint programming (CP) solvers for itemset mining.
Research financially supported by Academy of Finland under grant 132812.
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Järvisalo, M. (2011). Itemset Mining as a Challenge Application for Answer Set Enumeration. In: Delgrande, J.P., Faber, W. (eds) Logic Programming and Nonmonotonic Reasoning. LPNMR 2011. Lecture Notes in Computer Science(), vol 6645. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20895-9_35
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DOI: https://doi.org/10.1007/978-3-642-20895-9_35
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