View in EDS HTML Full Text PDF Full Text

Machine Learning-Based Classification of Stakeholder Readiness for BIM-IoT Adoption in the Construction Industry of Pakistan: A Comparative Analysis of Random Forest, XGBoost, and Support Vector Machine.

Saved in:
Bibliographic Details
Title: Machine Learning-Based Classification of Stakeholder Readiness for BIM-IoT Adoption in the Construction Industry of Pakistan: A Comparative Analysis of Random Forest, XGBoost, and Support Vector Machine.
Authors: Chen, Yuan1, Arif, Malik Ahsan1,2, Zhang, Ling2,3, zhangling@zzu.edu.cn, Hussain, Zafar1,3
Source: Buildings (2075-5309); Jun2026, Vol. 16 Issue 12, p2463, 27p
Database: Applied Science & Technology Source
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194916143
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Machine Learning-Based Classification of Stakeholder Readiness for BIM-IoT Adoption in the Construction Industry of Pakistan: A Comparative Analysis of Random Forest, XGBoost, and Support Vector Machine.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Chen%2C+Yuan%22">Chen, Yuan</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Arif%2C+Malik+Ahsan%22">Arif, Malik Ahsan</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Ling%22">Zhang, Ling</searchLink><relatesTo>2,3</relatesTo>, <i>zhangling@zzu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Hussain%2C+Zafar%22">Hussain, Zafar</searchLink><relatesTo>1,3</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Buildings+%282075-5309%29%22">Buildings (2075-5309)</searchLink>; Jun2026, Vol. 16 Issue 12, p2463, 27p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194916143
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/buildings16122463
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 27
        StartPage: 2463
    Titles:
      – TitleFull: Machine Learning-Based Classification of Stakeholder Readiness for BIM-IoT Adoption in the Construction Industry of Pakistan: A Comparative Analysis of Random Forest, XGBoost, and Support Vector Machine.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Chen, Yuan
      – PersonEntity:
          Name:
            NameFull: Arif, Malik Ahsan
      – PersonEntity:
          Name:
            NameFull: Zhang, Ling
      – PersonEntity:
          Name:
            NameFull: Hussain, Zafar
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 15
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 20755309
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 12
          Titles:
            – TitleFull: Buildings (2075-5309)
              Type: main
ResultId 1