2006

paper

english

EN The Semantic Web technology should enable publishing of numerous resources of scientific and other, highly formalized data on the Web. The application of mining these huge, networked Web repositories seems interesting and challenging. In this paper we present and discuss an inductive reasoning procedure for mining frequent patterns from the knowledge bases represented in OWL DLP. OWL DLP, also known as Description Logic Programs, lies at the intersection of the expressivity of OWL DL and Logic Programming. Our method is based on a special trie data structure inspired by similar, efficient structures used in classical and relational data mining settings. Conjunctive queries to OWL DLP knowledge bases are the language of frequent patterns.

287 - 302

10.1007/11891451_26

https://link.springer.com/chapter/10.1007/11891451_26

Managing Knowledge in a World of Networks : 15th International Conference, EKAW 2006, Poděbrady, Czech Republic, October 2-6, 2006. Proceedings

15th International Conference on Knowledge Engineering and Knowledge Management : Managing Knowledge in a World of Networks, EKAW 2006, 2-6.10.2006, Podebrady, Czech Republic