Usability of Context-Aware Mobile Educational Game

Ubiquitous learning is an innovative approach that combines mobile learning and context-awareness, can be seen as kind of location-based services, first detects user’s location, knows surrounding context, and gets learning profile, and then provides the user learning materials accordingly. Game-based learning have become an emerging research topic and been proved that can increase users’ motivations and interests. The aim of our research is to present a context-awareness multi-agent-based mobile educational game that can generate a series of learning activities for users doing On-the-Job training and make users interact with specific objects in their working environment. We reveal multi-agent architecture (MAA) into the mobile educational game design to achieve the goals of developing a lightweight, flexible, and scalable game on the platform with limited resources such as mobile phones. A scenario with several workplaces, research space, meeting rooms, and a variety of items and devices in 11th floor of a university’s building is used to demonstrate the idea and mechanism proposed by this research. At the end, a questionnaire is used to examine the usability of the proposed game. 37 freshmen participate in this pilot study and the results show that they are interested in using the game and the game does help them getting familiar with the new environment. https://doi.org/10.34105/j.kmel.2011.03.031

[1]  A. Collins,et al.  Situated Cognition and the Culture of Learning , 1989 .

[2]  Joseph D. Novak,et al.  Learning How to Learn , 1984 .

[3]  Daniel Su Kuen Seong,et al.  Usability guidelines for designing mobile learning portals , 2006, Mobility '06.

[4]  Andreas Holzinger,et al.  Usability engineering methods for software developers , 2005, CACM.

[5]  Majlinda Fetaji,et al.  Usability testing and evaluation of a mobile software solution: A case study , 2008, ITI 2008 - 30th International Conference on Information Technology Interfaces.

[6]  Jakob Nielsen,et al.  Usability engineering , 1997, The Computer Science and Engineering Handbook.

[7]  Barry Harper,et al.  Adventure games in education: A review , 1992 .

[8]  Jang-Ping Sheu,et al.  A mobile butterfly-watching learning system for supporting independent learning , 2004, The 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education, 2004. Proceedings..

[9]  Susan Gwee,et al.  Spatializing Social Practices in Mobile Game-Based Learning , 2010, 2010 10th IEEE International Conference on Advanced Learning Technologies.

[10]  Fuhua Lin,et al.  QuizMASter - A Multi-Agent Game-Style Learning Activity , 2009, Edutainment.

[11]  Maiga Chang,et al.  A Treasure Hunting Learning Model for Students Studying History and Culture in the Field with Cellphone , 2006, Sixth IEEE International Conference on Advanced Learning Technologies (ICALT'06).

[12]  J. Novak The Theory Underlying Concept Maps and How To Construct Them , 2004 .

[13]  Marina Papastergiou,et al.  Digital Game-Based Learning in high school Computer Science education: Impact on educational effectiveness and student motivation , 2009, Comput. Educ..

[14]  Rolph E. Anderson,et al.  Multivariate data analysis (4th ed.): with readings , 1995 .

[15]  Gwo-Jen Hwang,et al.  Conducting Situated Learning in a Context-Aware Ubiquitous Learning Environment , 2008, Fifth IEEE International Conference on Wireless, Mobile, and Ubiquitous Technology in Education (wmute 2008).

[16]  Kinshuk,et al.  Client Mobile Software Design Principles for Mobile Learning Systems , 2009, Int. J. Interact. Mob. Technol..

[17]  Ivo Diintsch Uncertainty measures of rough set prediction , 2003 .

[18]  John F. Sowa,et al.  Conceptual Structures: Information Processing in Mind and Machine , 1983 .

[19]  Azham Hussain,et al.  Usability metric for mobile application: a goal question metric (GQM) approach , 2008, iiWAS.

[20]  Hyunjeong Kim,et al.  Adaptation of Storytelling to Mobile Entertainment Service for Site-Specific Cultural and Historical Tour , 2007 .

[21]  James E. Driskell,et al.  Games, Motivation, and Learning: A Research and Practice Model , 2002 .

[22]  Amy L. Baylor,et al.  Intelligent Agents as Cognitive Tools for Education. , 1999 .

[23]  Marcelo Milrad,et al.  Designing Innovative Learning Activities Using Ubiquitous Computing , 2007, Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007).

[24]  Effie Lai-Chong Law Learning Efficacy of Digital Educational Games: The Role of Gender and Culture , 2010 .

[25]  Yi-Shun Wang,et al.  Investigating the determinants and age and gender differences in the acceptance of mobile learning , 2009, Br. J. Educ. Technol..

[26]  J. Gerring A case study , 2011, Technology and Society.

[27]  Olga Dziabenko,et al.  Aspects of Game-Based Learning , 2003 .

[28]  Qingping Lin,et al.  MACVE: A Mobile Agent Based Framework for Large-Scale Collaborative Virtual Environments , 2007, PRESENCE: Teleoperators and Virtual Environments.

[29]  Andrzej Skowron,et al.  Rough sets: Some extensions , 2007, Inf. Sci..

[30]  M R Quillian,et al.  Word concepts: a theory and simulation of some basic semantic capabilities. , 1967, Behavioral science.

[31]  Gary B. Wills,et al.  The Same, But Different: The Educational Affordances of Different Gaming Genres , 2008, 2008 Eighth IEEE International Conference on Advanced Learning Technologies.

[32]  Hiroaki Ogata,et al.  Knowledge Awareness for a Computer­assisted Language Learning Using Handhelds Knowledge Awareness for a Computer­assisted Language Learning Using Handhelds , 2022 .

[33]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[34]  Maiga Chang,et al.  Learning Historical and Cultural Contents via Mobile Treasure Hunting in Five-Harbor District of Tainan, Taiwan , 2010, 2010 6th IEEE International Conference on Wireless, Mobile, and Ubiquitous Technologies in Education.

[35]  Tzu-Chien Liu,et al.  Identifying Personalized Context-Aware Knowledge Structure for Individual User in Ubiquitous Learning Environment , 2008, Fifth IEEE International Conference on Wireless, Mobile, and Ubiquitous Technology in Education (wmute 2008).

[36]  Stis Wu,et al.  Activity Generator for Informal Learning in Museum , 2009 .

[37]  Maiga Chang,et al.  Generating Interest-based Learning Paths based on Information Theory , 2008 .