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Reasoning with fuzzy-EL + ontologies using mapreduce (2012)
by
Zhangquan Zhou
,
Guilin Qi
,
Chang Liu
,
Pascal Hitzler
,
Raghava Mutharaju
| Venue: | in ECAI 2012 - 21st European Conference on Artificial Intelligence |
| Citations: | 4 - 0 self |
BibTeX
@INPROCEEDINGS{Zhou12reasoningwith,
author = {Zhangquan Zhou and Guilin Qi and Chang Liu and Pascal Hitzler and Raghava Mutharaju},
title = {Reasoning with fuzzy-EL + ontologies using mapreduce},
booktitle = {in ECAI 2012 - 21st European Conference on Artificial Intelligence},
year = {2012},
pages = {933--934},
publisher = {IOS Press}
}
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Abstract
Abstract. Fuzzy extension of Description Logics (DLs) allows the formal representation and handling of fuzzy knowledge. In this pa-per, 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. 1
