Digital Crowdsourcing and VGI: impact on information quality and business intelligence

被引:0
|
作者
Bai, Ali [1 ]
Satarpour, Maryam [2 ]
Mohebbi, Fahimeh [3 ]
Forati, Amir Masoud [4 ]
机构
[1] Univ Northern Iowa, Wilson Coll Business, Dept, Cedar Falls 50614, IA USA
[2] Univ Pittsburgh, Swanson Sch Engn, Dept Bioengn, Pittsburgh, PA USA
[3] Univ Wisconsin Milwaukee, Coll Engn & Appl Sci, Milwaukee, WI USA
[4] Univ Wisconsin Madison, Dept Med, Madison, WI USA
关键词
Crowdsourcing; Data quality; Volunteered geographic information; User participation; OSM; VGI; VOLUNTEERED GEOGRAPHIC INFORMATION; OPENSTREETMAP;
D O I
10.1007/s41324-024-00572-2
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This paper investigates the impact of Volunteered Geographic Information (VGI) on data quality and its implications for business intelligence. Focusing on VGI contributions within OpenStreetMap in three distinct urban settings: Tehran, London, and Los Angeles, the study finds that although a minority of users contribute the majority of data, the contributions from a broader user base are critical for integrating local knowledge. The research challenges existing methodologies in assessing VGI quality, which tend to overlook about 10% of data, often rich with local insights. This observation underscores the need for new, more inclusive assessment methods that value both regular and occasional contributions. Additionally, the study delves into the demographic and social factors influencing VGI activities, highlighting their significance in data contribution patterns. The findings are particularly relevant for urban planning, emergency response, and business sectors such as retail, logistics, and real estate, suggesting practical applications. The paper concludes by advocating for further research into comprehensive VGI quality evaluation methods, encompassing a wide range of user contributions.
引用
收藏
页码:463 / 471
页数:9
相关论文
共 50 条
  • [1] The impact of business intelligence system maturity on information quality
    Popovic, A.
    Coelho, P. S.
    Jaklic, J.
    INFORMATION RESEARCH-AN INTERNATIONAL ELECTRONIC JOURNAL, 2009, 14 (04):
  • [2] The Impact of Quality Information Provided by Business Intelligence Systems on the Use of Information in Business Processes
    Jaklic, Jurij
    Popovic, Ales
    Coelho, Pedro Simoes
    ENTERPRISE INFORMATION SYSTEMS, PT 1, 2011, 219 : 158 - 167
  • [3] Crowdsourcing geographic knowledge: volunteered geographic information ( VGI) in theory
    Tulloch, David
    INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2014, 28 (04) : 847 - 849
  • [4] Study on Disaster Information Management System Compatible with VGI and Crowdsourcing
    Qiang, Liu
    Yuan, Gao
    Ying, Chen
    PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 464 - 468
  • [5] Toward a participatory VGI methodology: crowdsourcing information on regional food assets
    Fast, Victoria
    Rinner, Claus
    INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2018, 32 (11) : 2209 - 2224
  • [6] Crowdsourcing Geographic Knowledge: Volunteered Geographic Information (VGI) in Theory and Practice
    Warf, Barney
    JOURNAL OF REGIONAL SCIENCE, 2014, 54 (04) : 724 - 726
  • [7] Crowdsourcing geographic knowledge: Volunteered geographic information (VGI) in theory and practice
    Sun, Jun
    CANADIAN GEOGRAPHER-GEOGRAPHE CANADIEN, 2015, 59 (01): : E19 - E20
  • [8] ABSORPTION OF INFORMATION PROVIDED BY BUSINESS INTELLIGENCE SYSTEMS The Effect of Information Quality on the Use of Information in Business Processes
    Popovic, Ales
    Coelho, Pedro Simoes
    Jaklic, Jurij
    ICEIS 2010: PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL 1: DATABASES AND INFORMATION SYSTEMS INTEGRATION, 2010, : 176 - 181
  • [9] The Role of Business Knowledge in Improving Information Quality Provided by Business Intelligence Systems
    Coelho, Pedro Simoes
    Popovic, Ales
    Jaklic, Jurij
    ENTERPRISE INFORMATION SYSTEMS PT II, 2010, 110 : 148 - +
  • [10] Do Business Intelligence Systems Actually Improve Information Quality?
    Jaklic, Jurij
    Coelho, Pedro Simoes
    Popovic, Ales
    MATHEMATICAL METHODS AND APPLIED COMPUTING, VOL 1, 2009, : 144 - +