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- Publisher Website: 10.35490/EC3.2021.151
- Scopus: eid_2-s2.0-85163096718
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Conference Paper: MODULE LIBRARY DEVELOPMENT VIA GRAPH MINING
Title | MODULE LIBRARY DEVELOPMENT VIA GRAPH MINING |
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Authors | |
Issue Date | 2021 |
Citation | Proceedings of the European Conference on Computing in Construction, 2021, p. 285-292 How to Cite? |
Abstract | The 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 Identifier | http://hdl.handle.net/10722/354990 |
DC Field | Value | Language |
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dc.contributor.author | Cao, Jianpeng | - |
dc.contributor.author | Hall, Daniel | - |
dc.date.accessioned | 2025-03-21T09:10:29Z | - |
dc.date.available | 2025-03-21T09:10:29Z | - |
dc.date.issued | 2021 | - |
dc.identifier.citation | Proceedings of the European Conference on Computing in Construction, 2021, p. 285-292 | - |
dc.identifier.uri | http://hdl.handle.net/10722/354990 | - |
dc.description.abstract | The 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.language | eng | - |
dc.relation.ispartof | Proceedings of the European Conference on Computing in Construction | - |
dc.title | MODULE LIBRARY DEVELOPMENT VIA GRAPH MINING | - |
dc.type | Conference_Paper | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.35490/EC3.2021.151 | - |
dc.identifier.scopus | eid_2-s2.0-85163096718 | - |
dc.identifier.spage | 285 | - |
dc.identifier.epage | 292 | - |
dc.identifier.eissn | 2684-1150 | - |