Learning in a u-Museum: Developing a context-aware ubiquitous learning environment

Context-awareness techniques can support learners in learning without time or location constraints by using mobile devices and associated learning activities in a real learning environment. Enrichment of context-aware technologies has enabled students to learn in an environment that integrates learning resources from both the real world and the digital world. Although learning outside of the traditional classroom is an innovative teaching approach, the two main problems are the lack of proper learning strategies and the capacity to acquire knowledge on subjects effectively. To manage these problems, this study proposes a context-aware ubiquitous learning system (CAULS) based on radio-frequency identification (RFID), wireless network, embedded handheld device, and database technologies to detect and examine real-world learning behaviors of students. A case study of an aboriginal education course was conducted in classrooms and at the Atayal u-Museum in Taiwan. Participants included elementary school teachers and students. We also designed and used a questionnaire based on the Unified Theory of Acceptance and Use of Technology (UTAUT) theory to measure the willingness for adoption or usage of the proposed system. The experimental results demonstrated that this innovative approach can enhance their learning intention. Furthermore, the results of a posttest survey revealed that most students' testing scores improved significantly, further indicating the effectiveness of the CAULS.

[1]  Hwa-Shan Huang,et al.  Constructing a personalized e-learning system based on genetic algorithm and case-based reasoning approach , 2007, Expert Syst. Appl..

[2]  Chia-Chen Chen,et al.  Identifying drivers for adoption intention in RFID service , 2012, Int. J. Mob. Commun..

[3]  Gwo-Jen Hwang,et al.  An adaptive navigation support system for conducting context-aware ubiquitous learning in museums , 2010, Comput. Educ..

[4]  Hiroaki Ogata,et al.  PERKAM: Personalized Knowledge Awareness Map for Computer Supported Ubiquitous Learning , 2007, J. Educ. Technol. Soc..

[5]  Ching-Huei Chen,et al.  Designing online scaffolds for interactive computer simulation , 2013, Interact. Learn. Environ..

[6]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[7]  Jacob Cohen,et al.  A power primer. , 1992, Psychological bulletin.

[8]  Martin Oliver,et al.  Developing a Managed Learning Environment Using 'Roundtables': An Activity Theoretic Perspective , 2004, Interact. Learn. Environ..

[9]  Gwo-Jen Hwang,et al.  Diagnosing student learning problems based on historical assessment records , 2008 .

[10]  Chin-Chung Tsai,et al.  Conceptions of learning versus conceptions of web-based learning: The differences revealed by college students , 2009, Comput. Educ..

[11]  Siu Cheung Kong,et al.  Interaction of students' academic background and support levels in a resource-based learning environment on Earth's movement , 2010, Interact. Learn. Environ..

[12]  Gwo-Jen Hwang,et al.  A context-aware ubiquitous learning environment for conducting complex science experiments , 2009, Comput. Educ..

[13]  Nian-Shing Chen,et al.  An innovative approach for promoting information exchanges and sharing in a Web 2.0-based learning environment , 2009, Interact. Learn. Environ..

[14]  J. Nunnally Psychometric Theory (2nd ed), New York: McGraw-Hill. , 1978 .

[15]  Gwo-Jen Hwang,et al.  A Decision-Tree-Oriented Guidance Mechanism for Conducting Nature Science Observation Activities in a Context-Aware Ubiquitous Learning Environment , 2010, J. Educ. Technol. Soc..

[16]  Yael M. Bamberger,et al.  Learning in a Personal Context: Levels of Choice in a Free Choice Learning Environment in Science and Natural History Museums , 2007 .

[17]  Chia-Chen Chen,et al.  Why do Individuals Use e-Portfolios? , 2012, J. Educ. Technol. Soc..

[18]  Jens Hardings,et al.  Learning about earthquakes: getting serious about authenticity in computer-supported learning , 2011, Interact. Learn. Environ..

[19]  Hiroaki Ogata,et al.  Computer supported ubiquitous learning environment for vocabulary learning , 2010, Int. J. Learn. Technol..

[20]  Yvonne Rogers,et al.  Ubi-learning integrates indoor and outdoor experiences , 2005, CACM.

[21]  Tzung-Shi Chen,et al.  Context-Aware Writing in Ubiquitous Learning Environments , 2008, Fifth IEEE International Conference on Wireless, Mobile, and Ubiquitous Technology in Education (wmute 2008).

[22]  Chee-Kit Looi,et al.  Location matters: leveraging knowledge building with mobile devices and Web 2.0 technology , 2009, Interact. Learn. Environ..

[23]  Fred D. Davis A technology acceptance model for empirically testing new end-user information systems : theory and results , 1985 .

[24]  Qiyun Wang,et al.  Designing a web-based constructivist learning environment , 2009, Interact. Learn. Environ..

[25]  Michael J. Hannafin,et al.  Scaffolding in technology-enhanced learning environments , 2007, Interact. Learn. Environ..

[26]  Gwo-Jen Hwang,et al.  A two-tier test approach to developing location-aware mobile learning systems for natural science courses , 2010, Comput. Educ..

[27]  Analía Amandi,et al.  eTeacher: Providing personalized assistance to e-learning students , 2008, Comput. Educ..

[28]  Fred D. Davis User Acceptance of Information Technology: System Characteristics, User Perceptions and Behavioral Impacts , 1993, Int. J. Man Mach. Stud..

[29]  Tzu-Chien Liu,et al.  The design and implementation of a meaningful learning-based evaluation method for ubiquitous learning , 2011, Comput. Educ..

[30]  Xiao-Hua Zhou,et al.  Statistical Methods for Meta‐Analysis , 2008 .

[31]  Axel Küpper Location-based Services: Fundamentals and Operation , 2005 .

[32]  Yueh-Min Huang,et al.  A Systematic Approach for Learner Group Composition Utilizing U-Learning Portfolio , 2010, J. Educ. Technol. Soc..

[33]  Yuh-Shyan Chen,et al.  A mobile learning system for scaffolding bird watching learning , 2003, J. Comput. Assist. Learn..

[34]  Tan-Hsu Tan,et al.  RFID-based Ubiquitous Learning Environment for Outdoor Learning , 2007, Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007).

[35]  Gwo-Jen Hwang,et al.  A Heuristic Algorithm for planning personalized learning paths for context-aware ubiquitous learning , 2010, Comput. Educ..

[36]  Tsung-Yu Liu,et al.  Using ubiquitous games in an English listening and speaking course: Impact on learning outcomes and motivation , 2010, Comput. Educ..

[37]  Annemarie Hauf,et al.  Computers in education , 1983 .

[38]  Yen-Ting Lin,et al.  A ubiquitous English vocabulary learning system: Evidence of active/passive attitudes vs. usefulness/ease-of-use , 2012, Comput. Educ..