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Conference Paper: MODULE LIBRARY DEVELOPMENT VIA GRAPH MINING

TitleMODULE LIBRARY DEVELOPMENT VIA GRAPH MINING
Authors
Issue Date2021
Citation
Proceedings of the European Conference on Computing in Construction, 2021, p. 285-292 How to Cite?
AbstractThe use of prefabricated modules can benefit the construction industry with the economy of scales and production efficiency. However, the existing approach to develop module libraries is project-based, lacking the potential to reuse and manage in future projects. By taking the repeatability and manufacturability into account, this paper proposes a graph-based framework to identify possible modules automatically from multiple projects by frequent pattern mining. The results show that the repeated patterns share a degree of standardization and can be considered as module candidates. Finally, the framework is implemented as add-ons in the BIM environment to support module lifecycle management.
Persistent Identifierhttp://hdl.handle.net/10722/354990

 

DC FieldValueLanguage
dc.contributor.authorCao, Jianpeng-
dc.contributor.authorHall, Daniel-
dc.date.accessioned2025-03-21T09:10:29Z-
dc.date.available2025-03-21T09:10:29Z-
dc.date.issued2021-
dc.identifier.citationProceedings of the European Conference on Computing in Construction, 2021, p. 285-292-
dc.identifier.urihttp://hdl.handle.net/10722/354990-
dc.description.abstractThe use of prefabricated modules can benefit the construction industry with the economy of scales and production efficiency. However, the existing approach to develop module libraries is project-based, lacking the potential to reuse and manage in future projects. By taking the repeatability and manufacturability into account, this paper proposes a graph-based framework to identify possible modules automatically from multiple projects by frequent pattern mining. The results show that the repeated patterns share a degree of standardization and can be considered as module candidates. Finally, the framework is implemented as add-ons in the BIM environment to support module lifecycle management.-
dc.languageeng-
dc.relation.ispartofProceedings of the European Conference on Computing in Construction-
dc.titleMODULE LIBRARY DEVELOPMENT VIA GRAPH MINING-
dc.typeConference_Paper-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.35490/EC3.2021.151-
dc.identifier.scopuseid_2-s2.0-85163096718-
dc.identifier.spage285-
dc.identifier.epage292-
dc.identifier.eissn2684-1150-

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