Knowledge base exchange: The case of OWL 2 QL
作者:
摘要
In this article, we define and study the problem of exchanging knowledge between a source and a target knowledge base (KB), connected through mappings. Differently from the traditional database exchange setting, which considers only the exchange of data, we are interested in exchanging implicit knowledge. As representation formalism we use Description Logics (DLs), thus assuming that the source and target KBs are given as a DL TBox+ABox, while the mappings have the form of DL TBox assertions. We define a general framework of KB exchange, and study the problem of translating the knowledge in the source KB according to the mappings expressed in OWL 2 QL, the profile of the standard Web Ontology Language OWL 2 based on the description logic DL-LiteR. We develop novel game- and automata-theoretic techniques, and we provide complexity results that range from NLogSpace to ExpTime.
论文关键词:Description logic,Knowledge exchange,DL-Lite,Data exchange,Query inseparability
论文评审过程:Received 31 January 2015, Revised 21 December 2015, Accepted 10 May 2016, Available online 16 May 2016, Version of Record 24 May 2016.
论文官网地址:https://doi.org/10.1016/j.artint.2016.05.002