BUILDING KNOWLEDGE MODELING: INTEGRATING KNOWLEDGE IN BIM

Fragmentation of construction information has been challenging in the AEC/FM (Architectural, Engineering, Construction, and Facility Management) industry for a long time, and caused significant difficulties of information management. This fragmentation is also reported to be a major contributing factor to loss of knowledge. Several methods and tools have been developed to solve the problems of fragmentation and mitigate loss of knowledge. Building Information Modeling (BIM) has emerged as one of the tools, and is mainly intended to build a repository of shared digital building information models. In the meanwhile, to increase the productivity and efficiency, knowledge management (KM) plays an important role in construction lifecycle processes by managing the corporate knowledge, which provides organizations with competitive advantage. However, current BIM models are information-centric with little focus on knowledge modeling. Similarly, BIM and the process to transform construction information into knowledge are isolated, causing a major drawback in harvesting the vast amount of potential knowledge from models. Therefore, there is a fundamental need to embed knowledge modeling within BIM and the resulting models. Currently, very little known research has been conducted in this area. The paper aims to highlight the importance of Building Knowledge Modeling (BKM) and to explore and outline the possibilities and approach to knowledge modeling integration within BIM. It conducted an integrative and comprehensive review of literature and the state-of-the-art of BIM and KM, including developments and current status of BIM and KM implementation and industry adoption, as well as other related topics. The critical factors and key benefits associated with BKM implementation are also highlighted. The paper concludes by proposing the development of a framework and its constituents to facilitate BKM. Recommendations are also formulated for future research directions in this area.

[1]  John E. Taylor,et al.  Paradigm Trajectories of Building Information Modeling Practice in Project Networks , 2009 .

[2]  Ken Thomas,et al.  Capture and Reuse of Project Knowledge in Construction , 2011 .

[3]  S. Stafford,et al.  Data, Information, Knowledge, and Wisdom , 2011 .

[4]  I. Nonaka,et al.  SECI, Ba and Leadership: a Unified Model of Dynamic Knowledge Creation , 2000 .

[5]  Ganesh D. Bhatt,et al.  Knowledge management in organizations: examining the interaction between technologies, techniques, and people , 2001, J. Knowl. Manag..

[6]  Thomas H. Davenport,et al.  Book review:Working knowledge: How organizations manage what they know. Thomas H. Davenport and Laurence Prusak. Harvard Business School Press, 1998. $29.95US. ISBN 0‐87584‐655‐6 , 1998 .

[7]  Ian Howell,et al.  Building Information Modeling Two Years Later – Huge Potential , Some Success and Several Limitations , 2022 .

[8]  John Yen,et al.  Integrating BIMserver and OpenStudio for Energy Efficient Building , 2013 .

[9]  Eltayeb Mohamed Elgobbi Notice of RetractionExploring the perceptions of Knowledge Management and Knowledge Management Systems: A case study on the Libyan oil industry , 2010, 2010 IEEE International Conference on Advanced Management Science(ICAMS 2010).

[10]  Renate Fruchter,et al.  From Building Information Model to Building Knowledge Model , 2009 .

[11]  Patrizia Ribino,et al.  A Knowledge Management System Based on Ontologies , 2009, 2009 International Conference on New Trends in Information and Service Science.

[12]  John Yen,et al.  BIM Server Requirements to Support the Energy Efficient Building Lifecycle , 2012 .

[13]  Pavan Meadati,et al.  Integrating Construction Process Documentation into Building Information Modeling , 2008 .

[14]  Ilkka Tuomi,et al.  Data is more than knowledge: implications of the reversed knowledge hierarchy for knowledge management and organizational memory , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[15]  Charles M. Eastman,et al.  BIM Handbook: A Guide to Building Information Modeling for Owners, Managers, Designers, Engineers and Contractors , 2008 .

[16]  Paul Cooper,et al.  Data, information, knowledge and wisdom , 2014 .

[17]  Jennifer Whyte,et al.  A survey of CAD and virtual reality within the house building industry , 1999 .

[18]  Dino Bouchlaghem,et al.  IT implementation in the construction organization , 2002 .

[19]  Dace A. Campbell,et al.  Building information modeling: the Web3D application for AEC , 2007, Web3D '07.

[20]  Chimay J. Anumba,et al.  Integration of Change and Knowledge Management Processes in Energy-Efficient Retrofit Projects , 2013 .

[21]  Chimay J. Anumba,et al.  Knowledge management in the architecture, engineering and construction industry , 2002 .

[22]  Robert J. McQueen,et al.  The Nature of Data, Information and Knowledge Exchanges in Business Processes: Implications for Process Improvement and Organisational Learning , 1997, PACIS.

[23]  Min Chen,et al.  Data, Information, and Knowledge in Visualization , 2009, IEEE Computer Graphics and Applications.

[24]  Chimay J. Anumba,et al.  A methodology for the 'live' capture and reuse of project knowledge in construction , 2010 .

[25]  S. Mann Intellectual Capital: The New Wealth of Organizations , 1999 .

[26]  Agnar Aamodt,et al.  Different Roles and Mutual Dependencies of Data, Information, and Knowledge - An AI Perspective on their Integration , 1995, Data Knowl. Eng..

[27]  Chimay J. Anumba,et al.  A web-based prototype for live capture and reuse of construction project knowledge , 2008 .

[28]  R. Ackoff From Data to Wisdom , 2014 .