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

页码：255 / 258

页数：4

共 50 条

[1] DATA-DRIVEN DESIGN & PREDICTIVE GAMIFICATION
Stogr, Jakub
DISCO 2015: FROM ANALOG EDUCATION TO DIGITAL EDUCATION, 2015, : 193 - 193
[2] Data-Driven Design
Schmidt, Aaron
LIBRARY JOURNAL, 2016, 141 (06) : 26 - 26
[3] Data-driven contract design
Burkett, Justin
Rosenthal, Maxwell
JOURNAL OF ECONOMIC THEORY, 2024, 221
[4] Data-driven Logotype Design
Parente, Jessica
Martins, Tiago
Bicker, Joao
2018 22ND INTERNATIONAL CONFERENCE INFORMATION VISUALISATION (IV), 2018, : 64 - 70
[5] Data-driven Contract Design
Venkitasubramaniam, Parv
Gupta, Vijay
2019 AMERICAN CONTROL CONFERENCE (ACC), 2019, : 2283 - 2288
[6] Data-Driven Algorithm Design
Gupta, Rishi
Roughgarden, Tim
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
GAMES AND LEARNING ALLIANCE, GALA 2019, 2019, 11899 : 266 - 275
[8] Data-Driven Product Design and Axiomatic Design
Yang, Bin
Xiao, Ren-bin
PROCEEDINGS OF THE 2021 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), 2021, : 489 - 493
[9] Data-driven design of molecular nanomagnets
Duan, Yan
Rosaleny, Lorena E.
Coutinho, Joana T.
Gimenez-Santamarina, Silvia
Scheie, Allen
Baldovi, Jose J.
Cardona-Serra, Salvador
Gaita-Arino, Alejandro
NATURE COMMUNICATIONS, 2022, 13 (01)
[10] Data-driven design of molecular nanomagnets
Yan Duan
Lorena E. Rosaleny
Joana T. Coutinho
Silvia Giménez-Santamarina
Allen Scheie
José J. Baldoví
Salvador Cardona-Serra
Alejandro Gaita-Ariño
Nature Communications, 13

← 1 2 3 4 5 →