Collaborative relationship discovery in BIM project delivery: A social network analysis approach

Abstract A deeper understanding of collaboration among various stakeholders is imperative towards the success of the Building Information Modelling (BIM) enabled project delivery. A systematic research framework is proposed to properly analyze dynamic changes in stakeholders and their relationships by deploying social network analysis (SNA), assisting in stakeholder management. First, the work breakdown structure (WBS) is performed to organize a BIM project (i.e., rail project) into 4 levels: project name, stage, process, and activity. Second, different stakeholders are clarified based on the activity level over the whole project using interviews and surveys. Third, a project-level social network containing both the project ontology and stakeholders is established, from which cooperation information is then precisely extracted and stakeholder-level social networks with only stakeholders being nodes are created. Finally, SNA is carried out at both network- and node- levels. The results show that: (i) It is feasible to mine the collaboration information between different stakeholders through a project-level social network, (ii) The most active and central actor in each stage is continually changing, and the degree centrality and betweenness centrality are polarized between the stakeholders, (iii) There is a trend for a central stakeholder to be active and a broker at the same time, such as architect (#3), BIM coordinator (#4), BIM modeler (#6), civil & structural engineer (#9), and mechanical & electrical engineer (#18), and (iv) BIM coordinator (#4) should be given more attention, especially from the tender stage on. The research can contribute to both theoretical and practical development: (a) A new novel approach that could make the dynamic collaboration characteristics explicit was proposed with SNA, (b) A good knowledge of the dynamic collaboration attributes among different stakeholders in BIM-based rail projects could encourage a better project outcome.

[1]  Mentore Vaccari,et al.  Using social network and stakeholder analysis to help evaluate infectious waste management: a step towards a holistic assessment. , 2014, Waste management.

[2]  Baris Lostuvali,et al.  SOCIAL NETWORK ANALYSIS OF INFORMATION FLOW IN AN IPD-PROJECT DESIGN ORGANIZATION , 2013 .

[3]  Harry Bouwman,et al.  Dynamic stakeholder interaction analysis: Innovative smart living design cases , 2013, Electron. Mark..

[4]  Baabak Ashuri,et al.  BIM Log Mining: Measuring Design Productivity , 2018, J. Comput. Civ. Eng..

[5]  Raymond E. Levitt,et al.  Agent-based modeling of knowledge dynamics , 2004 .

[6]  A network-theory based model for stakeholder analysis in major construction projects , 2016 .

[7]  Sean F. Everton.  Disrupting Dark Networks , 2012 .

[8]  Limao Zhang,et al.  BIM log mining: Exploring design productivity characteristics , 2020 .

[9]  B. Ashuri,et al.  BIM log mining: Discovering social networks , 2018, Automation in Construction.

[10]  Hassan Mharzi,et al.  BIM integration into railway projects - case study , 2018 .

[11]  Jean Sallantin,et al.  Stakeholder detection for online debates , 2010, iiWAS.

[12]  Huan Liu,et al.  Graph Mining Applications to Social Network Analysis , 2010, Managing and Mining Graph Data.

[13]  Heiko Paulheim,et al.  Knowledge graph refinement: A survey of approaches and evaluation methods , 2016, Semantic Web.

[14]  Jun Wang,et al.  Comparative analysis on the adoption and use of BIM in road infrastructure projects , 2016 .

[15]  S. Benrimoj,et al.  Collaborative health service planning: A stakeholder analysis with social network analysis to develop a community pharmacy service. , 2020, Research in social & administrative pharmacy : RSAP.

[16]  C. Prahalad,et al.  The Core Competence of the Corporation , 1990 .

[17]  C. Prell,et al.  Stakeholder Analysis and Social Network Analysis in Natural Resource Management , 2009, Society & Natural Resources.

[18]  G. Edward Gibson,et al.  Empirical Comparison of Design/Build and Design/Bid/Build Project Delivery Methods , 2009 .

[19]  Anil Graves,et al.  Who's in and why? A typology of stakeholder analysis methods for natural resource management. , 2009, Journal of environmental management.

[20]  Rob Howard,et al.  Building information modelling - Experts' views on standardisation and industry deployment , 2008, Adv. Eng. Informatics.

[21]  R. Freeman.  Strategic Management: A Stakeholder Approach , 2010 .

[22]  Marcel Hertogh,et al.  Understanding effects of BIM on collaborative design and construction: An empirical study in China , 2017 .

[23]  David F. Nettleton,et al.  Data mining of social networks represented as graphs , 2013, Comput. Sci. Rev..

[24]  Angelo Luigi Camillo Ciribini,et al.  Implementation of an interoperable process to optimise design and construction phases of a residential building: A BIM Pilot Project , 2016 .

[25]  Hussam Mahmoud,et al.  Implementing BIM on Infrastructure: Comparison of Two Bridge Construction Projects , 2015 .

[26]  Pernille Eskerod,et al.  Stakeholder Management Strategies and Practices during a Project Course , 2014 .

[27]  Andrew J. South,et al.  Dynamic stakeholder networks and the governance of PPPs , 2017 .

[28]  Fabien L. Gandon,et al.  State of the Art on Social Network Analysis and its Applications on a Semantic Web , 2008, SDoW@ISWC.

[29]  Mehrdad Arashpour,et al.  Project Production Flows in Off-Site Prefabrication: BIM-Enabled Railway Infrastructure , 2018, Proceedings of the 35th International Symposium on Automation and Robotics in Construction (ISARC).

[30]  Hajo A. Reijers,et al.  Discovering Social Networks from Event Logs , 2005, Computer Supported Cooperative Work (CSCW).

[31]  Daniele Quercia,et al.  StakeSource: harnessing the power of crowdsourcing and social networks in stakeholder analysis , 2010, 2010 ACM/IEEE 32nd International Conference on Software Engineering.

[32]  Gonzalo Lizarralde,et al.  The influence of green building certifications in collaboration and innovation processes , 2015 .

[33]  Jingfeng Yuan,et al.  Social network analysis for social risks of construction projects in high-density urban areas in China , 2018, Journal of Cleaner Production.

[34]  Robert Kopal,et al.  Developing Churn Models Using Data Mining Techniques and Social Network Analysis , 2014 .

[35]  Jing Huang,et al.  The relationships between key stakeholders’ project performance and project success: Perceptions of Chinese construction supervising engineers , 2006 .

[36]  Martin G. Everett,et al.  Analyzing social networks , 2013 .

[37]  Hong Xian Li,et al.  Stakeholder studies and the social networks of NetZero energy homes (NZEHs) , 2018 .

[38]  Tarek M. Hassan,et al.  Integrating BIM and GIS in railway projects: A critical review , 2017 .

[39]  Wen Zhang,et al.  Knowledge Graph Embedding with Diversity of Structures , 2017, WWW.

[40]  Steven B. Andrews,et al.  Structural Holes: The Social Structure of Competition , 1995, The SAGE Encyclopedia of Research Design.

[41]  Vittal S. Anantatmula,et al.  Greening Project Management Practices for Sustainable Construction , 2011 .

[42]  Michael J. Ryan,et al.  Analytical observations of work breakdown structure parameters , 2018 .

[43]  Wolfram Wöß,et al.  Towards a Definition of Knowledge Graphs , 2016, SEMANTiCS.

[44]  Tamer E. El-Diraby,et al.  BIM-based collaborative design and socio-technical analytics of green buildings , 2017 .

[45]  Miroslaw J. Skibniewski,et al.  Bim-Based Risk Identification System in tunnel construction , 2016 .

[46]  Alain Degenne,et al.  Introducing Social Networks , 1999 .

[47]  D. Watts.  Networks, Dynamics, and the Small‐World Phenomenon1 , 1999, American Journal of Sociology.

[48]  Matthias Renz,et al.  GeoTeGra: A System for the Creation of Knowledge Graph Based on Social Network Data with Geographical and Temporal Information , 2018, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

[49]  Stéphanie Missonier,et al.  Stakeholder analysis and engagement in projects: From stakeholder relational perspective to stakeholder relational ontology , 2014 .

[50]  Christer Carlsson,et al.  MOBILE R&D PROTOTYPES — WHAT IS HAMPERING MARKET IMPLEMENTATION? , 2014 .

[51]  Mireia Bolíbar,et al.  Macro, meso, micro: broadening the ‘social’ of social network analysis with a mixed methods approach , 2016 .