00546nas a2200145 4500008004100000245007000041210006900111260002500180100002000205700001500225700001500240700002300255700002000278856010200298 2016 eng d00aReasoning with Large Scale OWL 2 EL Ontologies Based on MapReduce0 aReasoning with Large Scale OWL 2 EL Ontologies Based on MapReduc aHeidelbergbSpringer1 aZhou, Zhangquan1 aQi, Guilin1 aLiu, Chang1 aMutharaju, Raghava1 aHitzler, Pascal uhttps://daselab.cs.ksu.edu/publications/reasoning-large-scale-owl-2-el-ontologies-based-mapreduce01222nas a2200205 4500008004100000245006500041210006300106260001900169300001000188520058100198100002000779700001500799700001500814700002000829700002300849700001600872700001700888700001500905856009600920 2013 eng d00aScale reasoning with fuzzy-EL+ ontologies based on MapReduce0 aScale reasoning with fuzzyEL ontologies based on MapReduce aBeijing, China a87-933 a

Fuzzy extension of Description Logics (DLs) allows the formal representation and handling of fuzzy or vague knowledge. In this paper, we consider the problem of reasoning with fuzzy-EL+, which is a fuzzy extension of EL+. We first identify the challenges and present revised completion classification rules for fuzzy-EL+ that can be handled by MapReduce programs. We then propose an algorithm for scale reasoning with fuzzy-EL+ ontologies using MapReduce. Some preliminary experimental results are provided to show the scalability of our algorithm.

1 aZhou, Zhangquan1 aQi, Guilin1 aLiu, Chang1 aHitzler, Pascal1 aMutharaju, Raghava1 aGodo, Lluis1 aPrade, Henri1 aQi, Guilin uhttps://daselab.cs.ksu.edu/publications/scale-reasoning-fuzzy-el-ontologies-based-mapreduce00520nam a2200169 4500008004100000245002600041210002600067260003000093100002000123700002200143700002300165700001300188700001500201700001700216700001500233856010200248 2013 eng d00a语义Web技术基础0 a语义Web技术基础 bTsinghua University Press1 aHitzler, Pascal1 aKrötzsch, Markus1 aRudolph, Sebastian1 aYu, Yong1 aQi, Guilin1 aWang, Haofen1 aLiu, Chang uhttps://daselab.cs.ksu.edu/publications/%E8%AF%AD%E4%B9%89web%E6%8A%80%E6%9C%AF%E5%9F%BA%E7%A1%8001175nas a2200265 4500008004100000245005600041210005400097260003500151300001400186490000800200520040900208100002000617700001500637700001500652700002000667700002300687700001800710700002500728700001900753700002100772700002000793700002000813700002400833856005200857 2012 eng d00aReasoning with Fuzzy-EL+ Ontologies Using MapReduce0 aReasoning with FuzzyEL Ontologies Using MapReduce aMontpellier, FrancebIOS Press a933–9340 v2423 a

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.

1 aZhou, Zhangquan1 aQi, Guilin1 aLiu, Chang1 aHitzler, Pascal1 aMutharaju, Raghava1 aDe Raedt, Luc1 aBessière, Christian1 aDubois, Didier1 aDoherty, Patrick1 aFrasconi, Paolo1 aHeintz, Fredrik1 aLucas, Peter, J. F. uhttp://dx.doi.org/10.3233/978-1-61499-098-7-933