Reasoning with Fuzzy-EL
Zhangquan Zhou, Guilin Qi, Chang Liu, Pascal Hitzler, Raghava Mutharaju · Frontiers in artificial intelligence and applications · 2012
Fuzzy extension of Description Logics (DLs) allows the formal representation and handling of fuzzy knowledge. In this paper, we consider fuzzy-EL+, which is a fuzzy extension of EL+. We first present revised completion rules for fuzzy-EL+that can be handled by MapReduce programs. We then propose an algorithm for scale reasoning with fuzzy-EL+ontologies based on MapReduce.