@inproceedings{Jarvisalo:LPNMR2011, author = {Matti J\"arvisalo}, title = {Itemset Mining as a Challenge Application for Answer Set Enumeration}, booktitle = {Proceedings of the 11th International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR 2011)}, editor = {James Delgrande and Wolfgang Faber}, series = {Lecture Notes in Computer Science}, volume = {6645}, pages = {304--311}, year = {2011}, } 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.