Future workspace needs flexibility and diversity: A machine learning-driven behavioural analysis of co-working space

Jiayu Pan; Tze Yeung Cho; Maoran Sun; Ramit Debnath; Nathan Lonsdale; Chris Wilcox; Ronita Bardhan

doi:10.1371/journal.pone.0292370

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Open Access

Peer-reviewed

Research Article

Future workspace needs flexibility and diversity: A machine learning-driven behavioural analysis of co-working space

Jiayu Pan ,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: jp844@cam.ac.uk

Affiliation Sustainable Design Group, Department of Architecture, University of Cambridge, Cambridge, United Kingdom

https://orcid.org/0000-0003-2011-6206

⨯
Tze Yeung Cho,

Roles Software, Visualization, Writing – review & editing

Affiliation Department of Engineering, University of Cambridge, Cambridge, United Kingdom

https://orcid.org/0000-0001-7540-9669

⨯
Maoran Sun,

Roles Methodology, Writing – review & editing

Affiliation Sustainable Design Group, Department of Architecture, University of Cambridge, Cambridge, United Kingdom

https://orcid.org/0000-0001-7218-3553

⨯
Ramit Debnath,

Roles Writing – review & editing

Affiliations Cambridge Zero and Computer Laboratory, University of Cambridge, Cambridge, United Kingdom, Collective Intelligence and Design Group, Department of Architecture, University of Cambridge, Cambridge, United Kingdom, Division of Humanities and Social Science, California Institute of Technology, Pasadena, CA, United States of America
⨯
Nathan Lonsdale,

Roles Resources

Affiliations spacelab_, London, United Kingdom, sense_, London, United Kingdom
⨯
Chris Wilcox,

Roles Resources

Affiliation sense_, London, United Kingdom
⨯
Ronita Bardhan

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Sustainable Design Group, Department of Architecture, University of Cambridge, Cambridge, United Kingdom

https://orcid.org/0000-0001-5336-4084

⨯

Future workspace needs flexibility and diversity: A machine learning-driven behavioural analysis of co-working space

Jiayu Pan,
Tze Yeung Cho,
Maoran Sun,
Ramit Debnath,
Nathan Lonsdale,
Chris Wilcox,
Ronita Bardhan

Published: October 18, 2023
https://doi.org/10.1371/journal.pone.0292370

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