TY - GEN
T1 - Increasing design search relevancy using statistical methods in conjunction with ontologies
AU - Alizon, Fabrice
AU - Nanda, Jyotirmaya
AU - Shooter, Steven B.
AU - Simpson, Timothy W.
PY - 2006
Y1 - 2006
N2 - In engineered products, one of the most critical business processes is managing and reusing product design information within a product and across a product family (PF). Reuse of existing component designs plays an important role in reducing product design lead-time while lowering cost and increasing quality. Towards this end we propose a ontology-based design search and reuse method that combines statistical methods with ontologies to increase the component design search relevancy when having existing product design repositories. This proposed ontology-based design search and reuse method is performed in three stages: (1) computation of statistical similarity between the desired design and existing designs, (2) efficiency assessment of the remaining component designs based on a predefined component ontology, and finally (3) configuration of the selected design(s) for reuse. This method searches and ranks existing component designs in a design repository using statistical similarity and/or uses ontologies to expand the design search. This method is illustrated with a case study involving single-use cameras.
AB - In engineered products, one of the most critical business processes is managing and reusing product design information within a product and across a product family (PF). Reuse of existing component designs plays an important role in reducing product design lead-time while lowering cost and increasing quality. Towards this end we propose a ontology-based design search and reuse method that combines statistical methods with ontologies to increase the component design search relevancy when having existing product design repositories. This proposed ontology-based design search and reuse method is performed in three stages: (1) computation of statistical similarity between the desired design and existing designs, (2) efficiency assessment of the remaining component designs based on a predefined component ontology, and finally (3) configuration of the selected design(s) for reuse. This method searches and ranks existing component designs in a design repository using statistical similarity and/or uses ontologies to expand the design search. This method is illustrated with a case study involving single-use cameras.
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U2 - 10.1109/IRI.2006.252424
DO - 10.1109/IRI.2006.252424
M3 - Conference contribution
AN - SCOPUS:34547419035
SN - 0780397886
SN - 9780780397880
T3 - Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, IRI-2006
SP - 268
EP - 273
BT - Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, IRI-2006
T2 - 2006 IEEE International Conference on Information Reuse and Integration, IRI-2006
Y2 - 16 September 2006 through 18 September 2006
ER -