Data-Driven Gamification Design

被引:3
|
作者
Meder, Michael [1 ]
Rapp, Amon [2 ]
Plumbaum, Till [1 ]
Hopfgartner, Frank [3 ]
机构
[1] Tech Univ Berlin, Berlin, Germany
[2] Univ Torino, Turin, Italy
[3] Univ Glasgow, Glasgow, Lanark, Scotland
关键词
Gamification; User Interaction Data; Artificial Intelligence; Machine Learning;
D O I
10.1145/3131085.3131116
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Gamification has been attracted much interest, not only in the HCI community, in the last few years. However, there is still a lack of insights and theory on the relationships between game design elements, motivation, domain context and user behavior. In this workshop we want to discover the potentials of data-driven gamification design optimization, e.g. by the application of machine learning techniques on user interaction data in a certain domain.
引用
收藏
页码:255 / 258
页数:4
相关论文
共 50 条
  • [1] DATA-DRIVEN DESIGN & PREDICTIVE GAMIFICATION
    Stogr, Jakub
    [J]. DISCO 2015: FROM ANALOG EDUCATION TO DIGITAL EDUCATION, 2015, : 193 - 193
  • [2] Data-Driven Design
    Schmidt, Aaron
    [J]. LIBRARY JOURNAL, 2016, 141 (06) : 26 - 26
  • [3] Data-driven Logotype Design
    Parente, Jessica
    Martins, Tiago
    Bicker, Joao
    [J]. 2018 22ND INTERNATIONAL CONFERENCE INFORMATION VISUALISATION (IV), 2018, : 64 - 70
  • [4] Data-driven contract design
    Burkett, Justin
    Rosenthal, Maxwell
    [J]. JOURNAL OF ECONOMIC THEORY, 2024, 221
  • [5] Data-driven Contract Design
    Venkitasubramaniam, Parv
    Gupta, Vijay
    [J]. 2019 AMERICAN CONTROL CONFERENCE (ACC), 2019, : 2283 - 2288
  • [6] Data-Driven Algorithm Design
    Gupta, Rishi
    Roughgarden, Tim
    [J]. COMMUNICATIONS OF THE ACM, 2020, 63 (06) : 87 - 94
  • [7] A Data-Driven Approach to Analyze User Behavior on a Personalized Gamification Platform
    Barna, Balazs
    Fodor, Szabina
    [J]. GAMES AND LEARNING ALLIANCE, GALA 2019, 2019, 11899 : 266 - 275
  • [8] Data-Driven Product Design and Axiomatic Design
    Yang, Bin
    Xiao, Ren-bin
    [J]. PROCEEDINGS OF THE 2021 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), 2021, : 489 - 493
  • [9] A Framework for Data-Driven Automata Design
    Zhang, Yuanrui
    Chen, Yixiang
    Ma, Yujing
    [J]. REQUIREMENTS ENGINEERING IN THE BIG DATA ERA, 2015, 558 : 33 - 47
  • [10] Data-driven design of soft sensors
    James T. Glazar
    Vivek B. Shenoy
    [J]. Nature Machine Intelligence, 2022, 4 : 194 - 195