Research on method of ontology configuration oriented to individual demand products

Considering that the semantic difference in customer demand knowledge and product configuration knowledge caused the problem of poor configuration accuracy in mass customization, an ontology configuration method oriented to individual demand is proposed. The functional ontology model of customer dem...

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Bibliographic Details
Main Authors: Xiulin Sui, Jianghua Ge, Jingrui Qi, Yaping Wang, He Sun
Format: Conference Proceeding
Language:English
Subjects:
Computer integrated manufacturing
Educational institutions
Gears
individual demand
Object oriented modeling
Ontologies
ontology mapping
product configuration
product family
Semantics
similarity
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Summary:Considering that the semantic difference in customer demand knowledge and product configuration knowledge caused the problem of poor configuration accuracy in mass customization, an ontology configuration method oriented to individual demand is proposed. The functional ontology model of customer demand and the function-structure-part level ontology model of product family are constructed; this paper uses the combination method of semantic similarity and semantic relevancy to map between ontology, multi-level match between the functional demands and the product family is realized; finally, an example of a reducer is presented to demonstrate the feasibility of the proposed method. Through the semantic mapping between ontology, the knowledge sharing of demand field and product family field are realized, configuration efficiency is increased, individual demand is satisfied quickly.
DOI:10.1109/EMEIT.2011.6023714