2010 SupportingReuseofKnowledgeofFai

• (Kraines & Guo, 2010) ⇒ Steven B. Kraines, and Weisen Guo. (2010). “Supporting Reuse of Knowledge of Failures through Ontology-based Semantic Search.” In: Proceedings of the International Conference on Knowledge Management and Information Sharing (KMIS-2010). ISBN: 978-989-8425-30-0 doi:10.5220/0003068001640169

Subject Headings: Semantic Search System; Semantic Ontology Search System, EKOSS System.

Cited By

• http://scholar.google.com/scholar?q=%222010%22+Supporting+Reuse+of+Knowledge+of+Failures+through+Ontology-based+Semantic+Search
• https://www.semanticscholar.org/paper/Supporting-Reuse-of-Knowledge-of-Failures-through-Kraines-Guo/2b4b13e8583867bd16a545bd3e77a5450fb08d86

Quotes

Author Keywords

• Knowledge representation; Ontology; Semantic Search; Domain knowledge; Knowledge reuse; Failure knowledge.

Abstract

In order to increase the effectiveness of sharing and reusing knowledge about failures, we have applied the expert knowledge ontology-based semantic search system, EKOSS, to the “failure knowledge database”. An ontology based on description logics is used as a formalized knowledge representation language for creating semantic statements describing 212 of the JST failure cases. Using the EKOSS reasoner, the similarity between a search statement giving the conditions of a new project or project design and the semantic statements describing failure cases can be quantified by inferring specific semantic relationships between entities involved in the case. The corpus of semantic statements is described, and results of applying the EKOSS semantic search to the semantic statements are analyzed. Finally, the effectiveness of the SCINTENG ontology for expressing the underlying failure mechanisms of the cases is discussed.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2010 SupportingReuseofKnowledgeofFai	Weisen Guo Steven B. Kraines			Supporting Reuse of Knowledge of Failures through Ontology-based Semantic Search				10.5220/0003068001640169		2010