Volunteered geographic information research in the first decade: a narrative review of selected journal articles in GIScience
More than 10 years have passed since the coining of the term volunteered geographic information (VGI) in 2007. This article presents the results of a review of the literature concerning VGI. A total of 346 articles published in 24 international refereed journals in GIScience between 2007 and 2017 ha...
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| Published in: | International journal of geographical information science : IJGIS Vol. 34; no. 9; pp. 1765 - 1791 |
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| Main Authors: | , , , , , |
| Format: | Journal Article |
| Language: | English |
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Taylor & Francis
01-09-2020
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| Abstract | More than 10 years have passed since the coining of the term volunteered geographic information (VGI) in 2007. This article presents the results of a review of the literature concerning VGI. A total of 346 articles published in 24 international refereed journals in GIScience between 2007 and 2017 have been reviewed. The review has uncovered varying levels of popularity of VGI research over space and time, and varying interests in various sources of VGI (e.g. OpenStreetMap) and VGI-related terms (e.g. user-generated content) that point to the multi-perspective nature of VGI. Content-wise, using latent Dirichlet allocation (LDA), this study has extracted 50 specific research topics pertinent to VGI. The 50 topics have been subsequently clustered into 13 intermediate topics and three overarching themes to allow a hierarchical topic review. The overarching VGI research themes include (1) VGI contributions and contributors, (2) main fields applying VGI, and (3) conceptions and envisions. The review of the articles under the three themes has revealed the progress and the points that demand attention regarding the individual topics. This article also discusses the areas that the existing research has not yet adequately explored and proposes an agenda for potential future research endeavors. |
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| AbstractList | More than 10 years have passed since the coining of the term volunteered geographic information (VGI) in 2007. This article presents the results of a review of the literature concerning VGI. A total of 346 articles published in 24 international refereed journals in GIScience between 2007 and 2017 have been reviewed. The review has uncovered varying levels of popularity of VGI research over space and time, and varying interests in various sources of VGI (e.g. OpenStreetMap) and VGI-related terms (e.g. user-generated content) that point to the multi-perspective nature of VGI. Content-wise, using latent Dirichlet allocation (LDA), this study has extracted 50 specific research topics pertinent to VGI. The 50 topics have been subsequently clustered into 13 intermediate topics and three overarching themes to allow a hierarchical topic review. The overarching VGI research themes include (1) VGI contributions and contributors, (2) main fields applying VGI, and (3) conceptions and envisions. The review of the articles under the three themes has revealed the progress and the points that demand attention regarding the individual topics. This article also discusses the areas that the existing research has not yet adequately explored and proposes an agenda for potential future research endeavors. More than 10 years have passed since the coining of the term volunteered geographic information (VGI) in 2007. This article presents the results of a review of the literature concerning VGI. A total of 346 articles published in 24 international refereed journals in GIScience between 2007 and 2017 have been reviewed. The review has uncovered varying levels of popularity of VGI research over space and time, and varying interests in various sources of VGI (e.g. OpenStreetMap) and VGI-related terms (e.g. user-generated content) that point to the multi-perspective nature of VGI. Content-wise, using latent Dirichlet allocation (LDA), this study has extracted 50 specific research topics pertinent to VGI. The 50 topics have been subsequently clustered into 13 intermediate topics and three overarching themes to allow a hierarchical topic review. The overarching VGI research themes include (1) VGI contributions and contributors, (2) main fields applying VGI, and (3) conceptions and envisions. The review of the articles under the three themes has revealed the progress and the points that demand attention regarding the individual topics. This article also discusses the areas that the existing research has not yet adequately explored and proposes an agenda for potential future research endeavors. |
| Author | Zipf, Alexander Fan, Hongchao Wang, Yi-Chen Huang, Wei Yan, Yingwei Feng, Chen-Chieh |
| Author_xml | – sequence: 1 givenname: Yingwei orcidid: 0000-0002-3487-9792 surname: Yan fullname: Yan, Yingwei email: yanyingwei@u.nus.edu organization: National University of Singapore – sequence: 2 givenname: Chen-Chieh orcidid: 0000-0003-0410-714X surname: Feng fullname: Feng, Chen-Chieh organization: National University of Singapore – sequence: 3 givenname: Wei orcidid: 0000-0001-8324-8877 surname: Huang fullname: Huang, Wei organization: Ryerson University – sequence: 4 givenname: Hongchao surname: Fan fullname: Fan, Hongchao organization: Norwegian University of Science and Technology – sequence: 5 givenname: Yi-Chen orcidid: 0000-0002-3034-7377 surname: Wang fullname: Wang, Yi-Chen organization: National University of Singapore – sequence: 6 givenname: Alexander surname: Zipf fullname: Zipf, Alexander organization: Heidelberg University |
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| Copyright | 2020 Informa UK Limited, trading as Taylor & Francis Group 2020 2020 Informa UK Limited, trading as Taylor & Francis Group |
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| Snippet | More than 10 years have passed since the coining of the term volunteered geographic information (VGI) in 2007. This article presents the results of a review of... More than 10 years have passed since the coining of the term volunteered geographic information (VGI) in 2007. This article presents the results of a review of... |
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| SubjectTerms | Coining Digital mapping Dirichlet problem latent Dirichlet allocation Literature reviews Open systems research agenda review topic analysis User generated content Volunteered geographic information |
| Title | Volunteered geographic information research in the first decade: a narrative review of selected journal articles in GIScience |
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