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  • 标题:Data trustworthiness and user reputation as indicators of VGI quality
  • 本地全文:下载
  • 作者:Paolo Fogliaroni ; Fausto D’Antonio ; Eliseo Clementini
  • 期刊名称:Geo-spatial Information Science
  • 印刷版ISSN:1009-5020
  • 电子版ISSN:1993-5153
  • 出版年度:2018
  • 卷号:21
  • 期号:3
  • 页码:1-22
  • DOI:10.1080/10095020.2018.1496556
  • 出版社:Taylor and Francis Ltd
  • 摘要:Volunteered geographic information (VGI) has entered a phase where there are both a substantial amount of crowdsourced information available and a big interest in using it by organizations. But the issue of deciding the quality of VGI without resorting to a comparison with authoritative data remains an open challenge. This article first formulates the problem of quality assessment of VGI data. Then presents a model to measure trustworthiness of information and reputation of contributors by analyzing geometric, qualitative, and semantic aspects of edits over time. An implementation of the model is running on a small data-set for a preliminary empirical validation. The results indicate that the computed trustworthiness provides a valid approximation of VGI quality.
  • 关键词:Volunteered geographic information ; data quality ; trustworthiness ; reputation
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