Incremental Classification of Description Logics Ontologies

被引：18

作者：

Grau, Bernardo Cuenca ^{[1
]}

Halaschek-Wiener, Christian ^{[2
]}

Kazakov, Yevgeny ^{[1
]}

Suntisrivaraporn, Boontawee ^{[3
]}

机构：

[1] Univ Oxford, Comp Lab, Oxford OX1 3QD, England

[2] Clados Management LLC, San Mateo, CA USA

[3] Thammasat Univ, Sirindhorn Int Inst Technol, ICT, Bangkok, Thailand

来源：

JOURNAL OF AUTOMATED REASONING | 2010年 / 44卷 / 04期

基金：

英国工程与自然科学研究理事会;

关键词：

Description logics; Ontologies; OWL; OWL; REASONER;

D O I：

10.1007/s10817-009-9159-0

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The development of ontologies involves continuous but relatively small modifications. However, existing ontology reasoners do not take advantage of the similarities between different versions of an ontology. In this paper, we propose a collection of techniques for incremental reasoning-that is, reasoning that reuses information obtained from previous versions of an ontology. We have applied our results to incremental classification of OWL ontologies and found significant improvement over regular classification time on a set of real-world ontologies.

引用

页码：337 / 369

页数：33

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