Towards adaptive gamification: A synthesis of current developments

Proceedings of the 25th European Conference on Information Systems, ECIS 2017

Volumn , Issue , 2017, Pages 158-174

  Böckle, Martin ^a,b   Novak, Jasminko ^a,c   Bick, Markus ^b  

^a UNIVERSITY OF APPLIED SCIENCES STRALSUND   (Germany)

^b ESMT European School of Management and Technology   (Germany)

^c European Institute for Participatory Media   (Germany)

Author keywords

Adaptive gamification; Adaptive incentives; Personalized gamification; Structured literature review

Indexed keywords

INFORMATION SYSTEMS; INFORMATION USE;

ADAPTIVE INCENTIVE MECHANISMS; ADAPTIVE INCENTIVES; END-USER ENGAGEMENTS; FUTURE RESEARCH DIRECTIONS; GAMIFICATION; ISSUES AND CHALLENGES; LITERATURE REVIEWS; SYSTEMATIC LITERATURE REVIEW;

HUMAN COMPUTER INTERACTION;

EID: 85056735387     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (66)

1. Andrade, F., Mizoguchi, R. and Isotani, S. (2016). „The Bright and Dark Sides of Gamification.“Lecture Nots in Computer Science, pp. 176-186
2. Auvinen, T., Hakulinen, L. and Malmi, L. (2015). „Increasing Student’s Awareness of Their Behavior in Online Learning Environments with Visualizations and Achievement Badges.” IEEE Transactions on Learning Technologies, Volume 8, pp. 261-273
3. Barata, G., Gama, S., Jorge, J. and Goncalves, G. (2016). “Early Prediction of Student Profiles Based on Performance and Gaming Preferences.” IEEE Transaction on Learning Technologies, Vol. 9, No. 3, pp. 272-284
4. Bartle, R. (1996). “Hearts, Clubs, Diamonds, Spades: Players Who Suit MUDs.” The Journal of Virtual Environments, 1, (1)
5. Blohm, I. and Leimeister, J.M. (2013), „Gamification. Design of IT-Based Enhancing Services for Motivational Support and Behavioral Change.” Business & Information Systems Engineering, Volume 5, pp. 275-278
6. Brusilovsky, P. and Millan, E. (2007). “The Adaptive Web.” Lecture Notes in Computer Science, pp. 3-53
7. Burmeister, D., Schrader, A., and Carlson, D. (2013). “A modular Framework for Ambient Health Monitoring.” In: Proceedings of the 7th International Conference on Pervasive Computing Technologies for Health, pp. 401-404
8. Butler C. (2014). “A Framework for Evaluating the Effectiveness of Gamification Techniques by Personality Type.” Lecture Notes in Computer Science, pp. 381-389
9. Challco C., G., Mizoguchi, R., Bittencourt Ibert, I. and Isotani, S. (2016). “Gamification of Collaborative Learning Scenarios: Structuring Persuasive Strategies Using Game Elements and Ontologies.” In: Proceedings of the SOCIALEDU 2015, pp. 12-28
10. Cheng, R. and Vassileva, J. (2005). “Adaptive Reward Mechanism for Sustainable Online Learning Community.” In: Proceedings of the 2005 conference on Artificial Intelligence in Education: Supporting Learning through Intelligent and Socially Informed Technology, pp. 152-159
11. Codish, D. and Ravid G. (2015). “Detecting playfulness in educational gamification through behaviour patterns.” IBM Journal of Research & Development, Vol. 59, Paper 6, pp. 6:1-6:14
12. Codish, D. and Ravid, G. (2014a). “Adaptive Approach for Gamification Optimization.” In: Proceedings of the 7th International Conference on Utility and Cloud Computing, pp. 609-610
13. Codish, D. and Ravid, G. (2014b). “Academic course gamification: The art of perceived playfulness.” Interdisciplinary Journal of E-Learning and Learning Objects, Volume 10, pp. 131-151
14. Cooper, H.M. (1988). “Organizing knowledge syntheses: A taxonomy of literature reviews.” Knowledge in Society, Volume 1, pp. 104-126
15. Darejeh, A. and Salim, S.S. (2016). “Gamification Solutions to Enhance Software User Engagement – A Systematic Review.” International Journal of Human-Computer Interaction, pp. 613-642
16. th International Academic MindTrek Conference, pp. 9-15
17. D.P. McAdams (1995). “What do we know when we know a person?” Journal of Personality, Volume 63, pp. 365-396
18. Ferro, S.L., Walz, P.S. and Greuter, S (2013). “Towards personalised, gamified systems: an investigation into game design, personality and player typologies.” In: Proceedings of the 9th Australasian Conference on Interactive Entertainment, pp. 1-6
19. Feyisetan, O., Simperl, E., Kleek. V.M. and Shadbolt, N. (2015). “Improving Paid Microtasks through Gamification and Adaptive Furtherance Incentives.” In: Proceedings of the WWW 2015, pp. 18-22
20. Filipĉik, R. and Bieliková, M. (2014). “Motivating Learners by Dynamic Score and Personalized Activity Stream.” In: Proceedings of the 9th International Workshop on Semantic And Social Media Adaptation and Personalization”, pp. 20-25
21. Franke, M., Zimmer, B. and Schlegel, T. (2015). „An Adaptive, Structural and Content Gamification Concept for Regulated Daily Routines.” In: Proceedings of the International Conference of Biomedical Electronics and Devices, pp. 233-240
22. Gil, B., Cantandor, I. and Marczewski, A. (2015). “Validating Gamification Mechanics and Player Types in an E-Learning Environment.” Lecture Notes in Computer Science, pp. 568-572
23. González, C.S., Toldo, P. and Muñoz V. (2016). “Enhancing the Engagement of Intelligent Tutorial Systems through Personlization of Gamification.” International Journal of Engineering Education Vol. 32, pp. 532-541
24. Hamari, J., Koivisto, J. and Sarsa., H. (2014). “Does Gamification Work? A Literature Review of Empirical Studies on Gamification.” In: Proceedings of the 47th Hawaii International Conference on System Sciences (HICSS '14), pp. 3025-3034
25. th International Conference on Utility and Cloud Computing, pp. 603-608
26. th International Academic Mindtrek Conference, pp. 17-22
27. Hussain, J., Khan Ali, W., Afzal, M., Hussain, M., Ho Kang, B. and Lee, S. (2014), “Adaptive user interfaces and user experience based authoring tool for recommendation systems.” In: International Conference on Ubiquitous Computing and Ambient Intelligence, pp. 136-142
28. Jia, Y., Xu, B., Karanam, Y. and Voida S. (2016). “Personality-targeted Gamification: A Survey Study on Personality Traits and Motivational Affordances.” In: Proceedings of the CHI 2016, pp. 2001-2013
29. Kickmeyer-Rust, M.D., Hillemann, E. and Dietrich, A. (2014), “Gamification and smart feedback: Experiences with a primary school level math app.” International Journal of Game-Based Learning, pp. 35-46
30. Klock, A., Gasparini, I., Pimenta, M. and Oliveira, M. (2015). “Everybody is playing the game, but nobody’s rules are the same: towards adaption of gamification based on users’s characteristics.” In: Bulletin of the IEEE Technical Committee on Learning Technology, Volume 17, pp. 22-25
31. Kloos Delgado, C., Pardo, A., Munoz-Merino, P., Gutierrez, I. and Leony, D. (2013). “Learning Analytics @ UC3M.” In: Proceedings of the IEEE Global Engineering Conference (EDUCON), pp. 1232-1238
32. Knutas, A., Ikonen, J., Maggiorini, D., Ripamonti, L. and Porris, J. (2016). “Creating Student Interaction Profiles for Adaptive Collaboration Gamification Design.” International Journal of Human Capital and Information Technology Professionals, pp. 47-62
33. Kobsa, A., Koennemann, J. and Pohl, W. (2001). “Personlised hypermedia presentation techniques for improving online customer relationships.” The Knowledge Engineering Review, Volume 16:2, pp. 111-155
34. Koivisto, J. and Hamari, J. (2014). “Demographic differences in perceived benefits from gamification.” Computers in Human Behavior, Volume 35, pp. 179-188
35. th International Conference on Computer Supported Education, pp. 177-184
36. Marczewski, A. (2015). A Player Type Framework For Gamification Design. URL: https://www.gamified.uk/user-types/ (visited on 04/04/2017).
37. Magaña V., C and Muñoz-Organero, M. (2015). “GAFU: Using a gamification tool to save fuel.” IEEE Intelligent Transportation System”, Volume 7, Issue 2, pp. 58-70
38. Mekler, D.E., Brühlmann, F., Tuch, A.N. and Opwis, K. (2015). “Towards understanding the effects of individual gamification elements on intrinsic motivation and performance.” Computers in Human Behavior, In Press
39. Miloff, A. Marklund A. and Carlbring P. (2015), “The challenger app for social anxiety disorder: New advances in mobile psychological treatment.” Internet Interventions, pp. 382-391
40. Monterrat, B., Lavoué E. and George S. (2015a). “Toward an Adaptive Gamification System for Learning Environments.“In: Proceedings of the 7th Conference on Computer Supported Education (CSEDU), pp. 115-129
41. Monterrat, B., Desmarais, M., Lavoué and George, S. (2015b). “A Player Model for Adaptive Gamification in Learning Environments.” Lecture Notes in Computer Sceince, pp. 297-306
42. Nicholson, S. (2012). “A User-Centered Theoretical Framework for Meaningful Gamification.” In: Proceedings of the Games + Learning Society 8.0, pp. 223-236
43. Ososky, S. (2015). “Opportunities and Risks for Game-Inspired Design of Adaptive Instructional Systems.” Lecture Notes in Computer Science, pp. 640-651
44. Paiva, R. and Sobrinho Barbosa, A. (2015). “Badges and XP: An Observational Study About Learning.” In: Prcoceedings of the IEEE Frontiers in Education Conference (FIE’15), pp. 1-8
45. Paiva, R., Bittencourt Ibert, I., Tenório, Jaques, P. and Isotani, S. (2016). “What do students do on-line? Modeling students’ interactions to improve their learning experience.” Computers in Human Behavior, pp. 769-781
46. Ramakrisnan, P. and Jaafar, A. (2016). “Usable, Aesthetic, Socialable and Motivating Interface for Student’s Online Knowledge Sharing.” Lecture Notes in Computer Science, pp. 550-561
47. Schlagenhaufer, C. and Amberg, M. (2015). “A Descriptive Literature Review and Classification Framework for Gamification in Information Systems.” In: Proceedings of the European Conference on Information Systems (ECIS), Paper 161
48. Schöbel, S. and Söllner M. (2016). “How to gamify information systems – Adapting Gamification to individual Preferences”, In: Proceedings of the European Conference on Information Systems (ECIS)
49. Scott, T., Lins, S. and Basten, D. (2014). “Gamifying Information Systems – A Synthesis of Gamification Mechanics and Dynamics.” In: Proceedings of the European Conference on Information Systems (ECIS)
50. Seaborn, K., Fels I., D. (2015). “Gamification in Theory and action: A survey.” International Journal of Human-Computer Studies, Volume 74, pp. 14-31
51. Shi, L. and Cristea I., A. (2016). “Motivational Gamification Strategies Rooted in Self-Determination Theory for Social Adaptive E-Learning.” Lecture Notes in Computer Science, pp. 294-300
52. Shi, L. and Cristea, I. (2014). “Making it Game-Like: Topolor 2 and Gamified Social E-Learning.” In: Proceedings of the UMAP 2014, pp. 61-64
53. Shute J., V. and Zapata-Rivera, D. (2011). “Adaptive Educational Systems”, In: P. Durchlach (Ed.), Adaptive Training and Education, Volume 7, pp. 7-27
54. Snow L. E., Allan, K. L, Jackson, T. and McNamara S. D. (2015). “Spendency: Students’ Propensity to Use System Currency.” International Journal of Artificial Intelligence in Education, Volume 25, pp. 407-427
55. Sotirakou, C. and Mourlas C. (2015). “Designing a gamified News Reader for mobile devices.” In: Proceedings of the International Conference on Interactive Mobile Communication Technologies and Learning (IMCL), pp. 19-20
56. Specht, M. and Burgos, D. (2007). “Modeling Adaptive Eductional Methods with IMS Learning Design.” Journal of Interactive Media in Education
57. Tomé Klock, A.C., Felipe da Cunha, L., Fabrias de Carvalho, M., Eduardo Rosa, B., Jaqueline Anton, A. and Gaspirini, I. (2015). “Gamification in e-Learning Systems: A Conceptual Model to Engage Students in Its Application in an Adaptive e-Learning System.” Lecture Notes in Computer Science, pp. 595-607
58. Tondello F. G., Wehbe R. R., Diamond, L., Busch, M., Merczewski, A. and Nacke, L. (2016). “The Gamification User Types Hexad Scale”, In Proceedings of CHI Play 2016, pp. 229-243
59. Tu, C., Yen, C., Sujo-Montes, L and Roberts A. G. (2016). “Gaming personality and game dynamics in online discussion instructions.” Educational Media International, Volume 52, pp. 155-172
60. Utomo, Y. A. and B. Santoso, H. (2015). “Development of Gamification-Enriched Pedagogical Agent for e-Learning System based on Community of Inquiry.” In: Proceedings of the International HCI and UX Conference (CHIuXiD '15), pp. 1-9
61. Vandana, N. and Venkatesh K. (2015). “Adaptive and Gamified Learning Environment (AGLE).” In: Proceedings of the 7th International Conference on Technology for Education, pp. 7-14.
62. Vaezipour, A., Rakotonirainy, A. and Haworth, N. (2016). “Design of a Gamified Interface to Improve Fuel Efficiency and Safe Driving.” Lecture Notes in Computer Science, pp. 322-332
63. Vassileva, J. (2012). “Motivating participation in social computing applications: a user modelling perspective.” User Modeling and User-Adapted Interaction, pp. 177-201
64. vom Brocke, J., Simons, A., Niehaves, B., Riemer, K., Plattfaut, R., and Cleven, A. (2009). „Reconstructing the Giant: On the Importance of Rigour in Documenting the Literature Search Process.” In: Proceedings of European Conference on Information Systems (ECIS), pp. 2206-2217
65. vom Brocke, J., Becker, J., Maria Braccini, A., Butleris, R., Hofreiter, B., Kapočius, K., Marco, M. de, Schidt, G., Seidel, S., Simons, A., Skopal, T., Stein, A., Stieglitz, S., Suomi, R., Vossen, G., Winter, R. and Wrycza, S. (2011). “Current and future issues in BPM research: a European perspective from the ERCIS Meeting 2010.”Communications of the Association for Information Systems, Volume 28, pp. 393-414
66. Webster, J. and Watson, R.T. (2002). “Analyzing the Past to Prepare for the Future: Writing a Literature Review.” MIS Quartely, 26 (2), pp. 13-23