User-Centric Data Integration with the MappingAssistant

被引:1
|
作者
Stuckenschmidt, Heiner [1 ,2 ]
Noessner, Jan [1 ]
Fallahi, Faraz [3 ]
机构
[1] Univ Mannheim, Sch Business Informat & Math, D-68159 Mannheim, Germany
[2] Inst Enterprise Syst InES, D-68131 Mannheim, Germany
[3] Ontoprise GmbH, D-76227 Karlsruhe, Germany
关键词
Data integration; User study; Software tools; Usability;
D O I
10.1007/978-3-642-40654-6_20
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data integration is the problem of transferring complex data from one into another representation in order to support exchange between different systems. From a technical point of view data integration has intensively been studied. However, less attention has been paid to user-centric aspects of data integration. In this work, we present the MappingAssistant which supports the user in finding and validating mapping rules between heterogeneous data sources. Compared to existing approaches we focus on an user-centric approach where the user inspects the consequences of the data integration rules on the instance level rather than being confronted with complex data integration rules. We performed a study which shows that the user-centric approach leads to better integration results, especially for users with little or no technical knowledge and is perceived as being more intuitive.
引用
收藏
页码:323 / 339
页数:17
相关论文
共 50 条
  • [1] A Generic Architecture for User-Centric Portlet Integration
    Gmelch, Oliver
    Pernul, Guenther
    PROCEEDINGS OF THE 2012 IEEE 14TH INTERNATIONAL CONFERENCE ON COMMERCE AND ENTERPRISE COMPUTING (CEC 2012), 2012, : 70 - 77
  • [2] UCSI towards a user-centric service integration approach
    Tian, Pengwei
    Zhang, Yaoxue
    Zhou, Yuezhi
    Zhong, Ming
    Fang, Cunhao
    14TH ASIA-PACIFIC SOFTWARE ENGINEERING CONFERENCE, PROCEEDINGS, 2007, : 568 - 568
  • [3] Interactive Data Mashups for User-Centric Data Analysis
    Behringer, Michael
    Hirmer, Pascal
    35TH INTERNATIONAL CONFERENCE ON SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT, SSDBM 2023, 2023,
  • [4] User-Centric Annotation Management for Biological Data
    Li, Qinglan
    Labrinidis, Alexandros
    Chrysanthis, Panos K.
    PROVENANCE AND ANNOTATION OF DATA AND PROCESSES, 2008, 5272 : 54 - 61
  • [5] Learning user purchase intent from user-centric data
    Lukose, Rajan
    Li, Jiye
    Zhou, Jing
    Penmetsa, Satyanarayana Raju
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2008, 5012 : 673 - +
  • [6] Conceptualizing Data Behavior: Bridging Data-centric and User-centric Approaches
    Zhang P.
    Gregory K.
    Yoon A.
    Palmer C.
    Proceedings of the Association for Information Science and Technology, 2023, 60 (01) : 856 - 860
  • [7] User-centric Design
    Fuchs, Andreas
    Fuchs, Andreas, 1600, Springer Vieweg (13) : 8 - 9
  • [8] User-centric broadband
    Lombard, D
    ALCATEL TELECOMMUNICATIONS REVIEW, 2005, (01): : 2 - 3
  • [9] A user-centric view
    Slayton, Derek
    COMMUNICATIONS NEWS, 2006, 43 (08): : 21 - 21
  • [10] User-Centric Security
    Feth, Denis
    2015 10TH JOINT MEETING OF THE EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND THE ACM SIGSOFT SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE 2015) PROCEEDINGS, 2015, : 1034 - 1037