Data-Driven Gamification Design

被引：4
|
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
来源：
PROCEEDINGS OF THE 21ST INTERNATIONAL ACADEMIC MINDTREK CONFERENCE (ACADEMIC MINDTREK) | 2017年
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
  • [41] Data-Driven Strategies for Accelerated Materials Design
    Pollice, Robert
    Gomes, Gabriel dos Passos
    Aldeghi, Matteo
    Hickman, Riley J.
    Krenn, Mario
    Lavigne, Cyrille
    Lindner-D'Addario, Michael
    Nigam, AkshatKumar
    Ser, Cher Tian
    Yao, Zhenpeng
    Aspuru-Guzik, Alan
    ACCOUNTS OF CHEMICAL RESEARCH, 2021, 54 (04) : 849 - 860
  • [42] Noniterative data-driven design of multivariable controllers
    Formentin, Simone
    Savaresi, Sergio M.
    2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 5106 - 5111
  • [43] Data-driven algorithms for inverse design of polymers
    Sattari, Kianoosh
    Xie, Yunchao
    Lin, Jian
    SOFT MATTER, 2021, 17 (33) : 7607 - 7622
  • [44] Direct data-driven design of sparse controllers
    Formentin, Simone
    Karimi, Alireza
    2013 AMERICAN CONTROL CONFERENCE (ACC), 2013, : 3099 - 3104
  • [45] Data-Driven Methods for Accelerating Polymer Design
    Patra, Tarak K.
    ACS POLYMERS AU, 2022, 2 (01): : 8 - 26
  • [46] Data-driven design paradigm in engineering problems
    Liu, Changqing
    Chen, Xiaoqian
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2017, 231 (08) : 1522 - 1534
  • [47] Data-driven design of sustainable production networks
    Schuh G.
    Schmitz S.
    Schlosser T.X.
    Janssen B.
    WT Werkstattstechnik, 2023, 113 (04): : 4 - 10
  • [48] Data-driven models for protein interaction and design
    Zhu, Xiaolei
    Ericksen, Spencer S.
    Demerdash, Omar N. A.
    Mitchell, Julie C.
    PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2013, 81 (12) : 2221 - 2228
  • [49] Towards Data-Driven Approximate Circuit Design
    Qiu, Ling
    Zhang, Ziji
    Calhoun, Jon
    Lao, Yingjie
    2019 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI 2019), 2019, : 398 - 403
  • [50] ADD: Application and Data-Driven Controller Design
    Lin, Yikai
    Shao, Yuru
    Zhu, Xiao
    Guo, Junpeng
    Barton, Kira
    Mao, Z. Morley
    SOSR '19: PROCEEDINGS OF THE 2019 ACM SYMPOSIUM ON SDN RESEARCH, 2019, : 84 - 90
12345