A USER-DRIVEN SELECTION OF VGI BASED ON MINIMUM ACCEPTABLE QUALITY LEVELS

被引:2
|
作者
Bordogna, G. [1 ]
Carrara, P. [2 ]
Criscuolo, L. [2 ]
Pepe, M. [2 ]
Rampini, A. [2 ]
机构
[1] Natl Res Council Italy, Inst Dynam Environm Proc, Via Pasubio, I-24044 Dalmine, BG, Italy
[2] Natl Res Council Italy, Inst Remote Sensing Environm, I-20133 Milan, Italy
来源
ISPRS GEOSPATIAL WEEK 2015 | 2015年 / II-3卷 / W5期
关键词
Information Quality; Spatial Data Quality; VGI; Quality Assessment; Quality Criteria; Aggregation Operators; Citizen Science; GEOGRAPHIC INFORMATION;
D O I
10.5194/isprsannals-II-3-W5-277-2015
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Despite Volunteered Geographic Information (VGI) activities are now extremely helpful in a number of scientific applications, researchers and decision makers oppose some resistance to the usage of volunteered contributions, due to quality issues. Several methods and workflows have been proposed to face quality issues in different VGI projects, usually built ad-hoc for specific datasets, thus resulting neither extensible nor transferable. In order to overcome this weakness, the authors propose to perform an user-driven assessment on VGI items in order to filter only those that satisfy minimally acceptable quality levels defined according to their specific quality requirements and project goals. In the present work the users, i.e., information consumers, are seen as decision makers and are allowed to set the minimum acceptable quality levels Thus the approach proposes a user driven assessment of the fitness for use of VGI items. The paper first briefly presents a view on VGI components and suitable quality indices, then it describes a logic architecture for managing them and for enabling a querying mechanism to the datasets. The approach is finally exemplified with a case study simulation.
引用
收藏
页码:277 / 284
页数:8
相关论文
共 50 条
  • [1] User-Driven Filtering and Ranking of Topical Datasets Based on Overall Data Quality
    Xia, Wenze
    Xu, Zhuoming
    Mao, Chengwang
    2017 14TH WEB INFORMATION SYSTEMS AND APPLICATIONS CONFERENCE (WISA 2017), 2017, : 257 - 262
  • [2] Balancing the user-driven feature selection and their incidence in the clustering structure formation
    Di Martino, Ferdinando
    Senatore, Sabrina
    APPLIED SOFT COMPUTING, 2021, 98
  • [3] A User-Driven Framework for Dose Selection in Pregnancy: Proof of Concept for Sertraline
    Koldeweij, Charlotte
    Dibbets, Caroline
    Franklin, Bryony D.
    Scheepers, Hubertina C. J.
    de Wildt, Saskia N.
    CLINICAL PHARMACOLOGY & THERAPEUTICS, 2025, 117 (01) : 214 - 224
  • [4] User-driven summarization of data based on gradual rules
    Dubois, D
    Prade, H
    Rannou, E
    PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III, 1997, : 839 - 844
  • [5] Event-based concepts for user-driven visualization
    Tominski, Christian
    INFORMATION VISUALIZATION, 2011, 10 (01) : 65 - 81
  • [6] Implementing a User-Driven Online Quality Improvement Toolkit for Cancer Care
    Luck, Jeff
    York, Laura S.
    Bowman, Candice
    Gale, Randall C.
    Smith, Nina
    Asch, Steven M.
    JOURNAL OF ONCOLOGY PRACTICE, 2015, 11 (03) : E421 - E427
  • [7] High performance computing in simulation to fulfil user-driven quality criteria
    Loeve, W
    Baalbergen, EH
    Vogels, MES
    vanderVen, H
    DASIA '97 - DATA SYSTEMS IN AEROSPACE, 1997, 409 : 413 - 418
  • [8] User-Driven Methodology for Data Quality Assessment in the Context of Robbery Events
    Souza, Jessica
    Botega, Leonardo
    Santarem Segundo, Jose Eduardo
    Berti, Claudia
    NEW CONTRIBUTIONS IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, PT 1, 2015, 353 : 161 - 170
  • [9] A user-driven and quality-oriented visualization for mining association rules
    Blanchard, J
    Guillet, F
    Briand, H
    THIRD IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2003, : 493 - 496
  • [10] PiScanner: Economical User-driven Context based OCR Translator
    Pandey, Vipin Kumar
    Charan, B. Chaminda
    Meena, Vikas
    De, Suddhasil
    2018 5TH IEEE UTTAR PRADESH SECTION INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING (UPCON), 2018, : 832 - 837