Reasoning with Fuzzy-EL+ Ontologies Using MapReduce

Authors

Zhangquan Zhou
Guilin Qi
Chang Lui
Pascal HitzlerFollow
Raghava Mutharaju

Document Type

Conference Proceeding

Publication Date

8-27-2012

Abstract

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.

Comments

This paper was presented at the ECAI 2012, 20th European Conference on Artificial Intelligence, 27-31 August 2012, Montpellier, France.

The authors' hold copyright of this paper and is distributed under the terms of the Creative Commons Attribution Non-Commercial License.

Repository Citation

Zhou, Z., Qi, G., Lui, C., Hitzler, P., & Mutharaju, R. (2012). Reasoning with Fuzzy-EL+ Ontologies Using MapReduce. ECAI 2012: 20th European Conference on Artificial Intelligence, 933-934.
https://corescholar.libraries.wright.edu/cse/145