First Interantional Workshop on Data-Driven Gamification Design (DDGD 2017)
Held in conjunction with Mindtrek 2017
20 September 2017
Call for Papers – Deadline: August 20, 2017
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.
We are looking for:
- Gamified systems that exploit data mining, machine learning and AI techniques.
- Insights on game design elements built upon empirical data that can expand the catalog available to gamification designers and practitioners.
- Personalized gamified systems that exploit physiological, psychological, environmental, emotional and social data to provide tailored game elements to users with different characteristics.
- Domain-dependent gamified services and applications addressed to contexts like health, learning, workplace, security, crowdsourcing, and so on.
- Field evaluations of gamified systems in specific contexts of use, and new techniques to envision, design and assess gamification design techniques.
- Theoretical reflections and ethical considerations on the future of gamification enabled by the increasing availability of data.
Topics of Interest
In this workshop we want to discuss and learn from planned and already executed studies. Therefore we invite the submission of position papers as well as novel research papers and demos addressing insights on Data-Driven Gamification Design. Topics of interest include but are not limited to:
- Gamification approaches in a variety of domains, e.g.: education, workplace, health and e-commerce
- Empirical studies to improve gamification design
- Evaluation of gamified applications and services in specific domains
- AI and machine learning for gamification
- Player’s data to be used in gamification design
- New theoretical approaches for gamification design
- New game design elements grounded upon empirical data
- Personalized gamification systems
- Ethical issues and critical reflections
08:30 – 10:00 Breakfast an Check-In (Mindtrek)
09:45 – 10:45 Conference Opening Words & Keynote (Mindtrek)
10:45 – 11:30 Introduction and paper presentations
11:30 – 13:00 Networking Lunch (Mindtrek)
13:15 – 14:15 Group work I: idea generation and discussion
14:15 – 15:00 Coffee and Cake
15:00 – 16:00 Group work II: data-driven solutions
16:00 – 17:00 Group work III: presentations, discussion and conclusion
17:45 – 20:00 Conferece Reception (Mindtrek)
20:00 – … Official Mindtrek After Party
All papers should be 2-6 pages long (in PDF format) following the ACM proceedings format. LaTeX and Word templates are available at: http://www.acm.org/publications/proceedings-template. Submissions will be peer-reviewed by at least three members of the program committee. We plan to publish the papers as CEUR Workshop Proceedings.
Please submit your papers in PDF format through: https://easychair.org/conferences/?conf=ddgd2017
- Raian Ali, Bournemouth University (UK)
- Jon Chamberlain, University of Essex (UK)
- Sebastian Deterding, University of York (UK)
- Udo Kruschwitz, University of Essex (UK)
- Elisa Mekler, Universität Basel (CH)
- Ashok Ranchhod, University of Southampton (UK)
- Susanne Strahringer, TU Dresden (GER)
- Albert Weichselbraun, University of Applied Sciences Chur (CH)
- Michael Meder, TU Berlin (Germany)
- Amon Rapp, University of Torino (Italy)
- Till Plumbaum, TU Berlin (Germany)
- Frank Hopfgartner, University of Glasgow (United Kingdom)
- Submission deadline: August 20, 2017
- Notification date: August 27, 2017
- Camera-ready due: September 13, 2017
- Workshop date: September 20, 2017