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BIM-based big data analytic system for healthcare facility management

dc.contributor.authorDemirdogen, Gokhan
dc.contributor.authorIsik, Zeynep
dc.contributor.authorArayici, Yusuf
dc.date.accessioned2026-06-27T14:49:39Z
dc.date.issued2023
dc.description.abstractFacility management (FM) is the costliest stage in the building lifecycle of healthcare buildings. Building Information Modeling (BIM) has potential solution to enable information management for healthcare FM. However, BIM is not used at FM due to its static nature, while healthcare FM requires dynamic information handling. The FM systems in practice and literature require either implementation of WebGL-HTML5 applications that necessitates coding knowledge for updates or data analysis. Therefore, this paper aims to develop a healthcare FM system based on Big Data Analytic (BDA), BIM and Not only SQL (NoSQL) database to enable FM information query and FM-KPI (Key Performance Indicator) visualization. The proposed system is developed through Design Science Research methodology. Findings show that the system is effective and practical to perform FM data retrival and analysis by practioners in healthcare facilities management effec-tively.en
dc.description.sponsorshipCoordinatorship of Science Research Projects of Yildiz Technical University [FDK-2019-3629]
dc.description.urihttps://doi.org/10.1016/j.jobe.2022.105713
dc.identifier.doi10.1016/j.jobe.2022.105713
dc.identifier.eissn2352-7102
dc.identifier.urihttps://hdl.handle.net/20.500.14981/65262
dc.identifier.volume64
dc.identifier.wos000997241700001
dc.language.isoeng
dc.publisherELSEVIER
dc.relation.ispartofJOURNAL OF BUILDING ENGINEERING
dc.subjectBIM
dc.subjectFacility management
dc.subjectNoSQL database
dc.subjectDynamo
dc.subjectBig data analytics
dc.subjectBUILDING INFORMATION MODELS
dc.subjectASSET MANAGEMENT
dc.subjectMAINTENANCE
dc.subjectFRAMEWORK
dc.subjectINTEGRATION
dc.subjectCHALLENGES
dc.subjectEFFICIENT
dc.subjectPLATFORM
dc.subjectSPACE
dc.subjectConstruction & Building Technology
dc.subjectEngineering
dc.titleBIM-based big data analytic system for healthcare facility management
dc.typeArticle
dspace.entity.typePublication
local.import.sourceWOS

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