A Hybrid Semantic Mapping Approach for a Collaborative Engineering Environment

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In a collaborative engineering environment, to avoid unnecessary misunderstandings, participants should share semantics of engineering terminologies that are sometimes differently represented. In order to share the semantics, it is necessary to automatically identify whether two terms have equivalent semantics or not. To this end, in this study, a hybrid semantic mapping method that combines heuristics-based approach and similarity-based approach is proposed. The proposed approach utilizes ontology and Bayesian network, which consists of four phases: character matching, definition matching, similarity matching, and dependency matching. To show the effectiveness of proposed approach, semantic mapping examples for the integration of computer aided design (CAD) and product data management (PDM) system are introduced.
Publisher
INT INFORMATION INST
Issue Date
2010-09
Language
English
Article Type
Article; Proceedings Paper
Citation

INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, v.13, no.5, pp.1545 - 1556

ISSN
1343-4500
URI
http://hdl.handle.net/10203/98207
Appears in Collection
IE-Journal Papers(저널논문)
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