View in EDS HTML Full Text PDF Full Text

Magnitude and proximity matter: examining bike-sharing usage patterns by k-means + + clustering of station-surrounding built environments.

Saved in:
Bibliographic Details
Title: Magnitude and proximity matter: examining bike-sharing usage patterns by k-means + + clustering of station-surrounding built environments.
Authors: Cai, Xiao1,2 (AUTHOR) xiao.cai@helsinki.fi, Silm, Siiri3 (AUTHOR) siiri.silm@ut.ee, Hadachi, Amnir4 (AUTHOR) amnir.hadachi@ut.ee
Source: EUROPEAN Transport Research Review. 4/13/2026, Vol. 18 Issue 1, p1-15. 15p.
Database: Academic Search Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 192963176
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Magnitude and proximity matter: examining bike-sharing usage patterns by k-means + + clustering of station-surrounding built environments.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Cai%2C+Xiao%22">Cai, Xiao</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> xiao.cai@helsinki.fi</i><br /><searchLink fieldCode="AR" term="%22Silm%2C+Siiri%22">Silm, Siiri</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> siiri.silm@ut.ee</i><br /><searchLink fieldCode="AR" term="%22Hadachi%2C+Amnir%22">Hadachi, Amnir</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> amnir.hadachi@ut.ee</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22EUROPEAN+Transport+Research+Review%22">EUROPEAN Transport Research Review</searchLink>. 4/13/2026, Vol. 18 Issue 1, p1-15. 15p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192963176
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1186/s12544-026-00789-2
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 15
        StartPage: 1
    Titles:
      – TitleFull: Magnitude and proximity matter: examining bike-sharing usage patterns by k-means + + clustering of station-surrounding built environments.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Cai, Xiao
      – PersonEntity:
          Name:
            NameFull: Silm, Siiri
      – PersonEntity:
          Name:
            NameFull: Hadachi, Amnir
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 13
              M: 04
              Text: 4/13/2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 18670717
          Numbering:
            – Type: volume
              Value: 18
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: EUROPEAN Transport Research Review
              Type: main
ResultId 1