A Folksonomy-based Guidance Mechanism for Context-aware Ubiquitous Learning: A Case Study of Chinese Scenic Poetry Appreciation Activities

In this work ubiquitous learning technologies are applied to Chinese scenic poetry appreciation. A folksonomy-based approach is proposed to accumulate knowledge about poems and their corresponding scenic spots. A user can use a “Tagging” operation by a smart phone to associate a concept (a word, a phrase or a sentence) with a scenic spot. These associations will be recorded in a folksonomy, which is then transformed into a Learning Guidance Tree to support personalized guidance in u-learning environments. The purpose of this work is to propose a folksonomy-based guidance mechanism. Also, we attempt to find students’ and teachers’ attitudes towards the innovative application through a case study. To show the effectiveness of the innovative approach, a ubiquitous learning system was developed to conduct Chinese scenic poetry appreciation activities for a fifth-grade Chinese course in Taiwan, in which forty-eight students participated. The survey results show that the system had a positive impact on students’ learning, especially on the affective domain including participation, motivation and interaction.

[1]  Lung-Hsiang Wong,et al.  Students' Personal and Social Meaning Making in a Chinese Idiom Mobile Learning Environment , 2010, J. Educ. Technol. Soc..

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

[3]  Michael F. Young,et al.  Instructional design for situated learning , 1993 .

[4]  Hiroaki Ogata,et al.  Ubiquitous-learning system for the Japanese polite expressions , 2005, IEEE International Workshop on Wireless and Mobile Technologies in Education (WMTE'05).

[5]  Katharina Scheiter,et al.  Situated learning in the mobile age: mobile devices on a field trip to the sea , 2009 .

[6]  L. S. Vygotksy Mind in society: the development of higher psychological processes , 1978 .

[7]  D. Kolb Experiential Learning: Experience as the Source of Learning and Development , 1983 .

[8]  Juliet Sprake Designing Participant-Generated Context into Guided Tours , 2009, Int. J. Mob. Blended Learn..

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

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

[11]  Chi Fai Cheung,et al.  A concept-relationship acquisition and inference approach for hierarchical taxonomy construction from tags , 2010, Inf. Process. Manag..

[12]  Marcus Specht,et al.  Adaptive mobile museum guide for information and learning on demand , 1999, HCI.

[13]  Gregory D. Abowd,et al.  Cyberguide: A mobile context‐aware tour guide , 1997, Wirel. Networks.

[14]  Gregory D. Abowd,et al.  The Conference Assistant: combining context-awareness with wearable computing , 1999, Digest of Papers. Third International Symposium on Wearable Computers.

[15]  B. Bloom,et al.  Taxonomy of Educational Objectives. Handbook I: Cognitive Domain , 1966 .

[16]  J. Bruner,et al.  The role of tutoring in problem solving. , 1976, Journal of child psychology and psychiatry, and allied disciplines.

[17]  M. Weiser,et al.  Hot topics-ubiquitous computing , 1993 .

[18]  Michael Koch,et al.  Ubiquitous Computing , 2001, CSCW-Kompendium.

[19]  Stephen J. H. Yang,et al.  Context Aware Ubiquitous Learning Environments for Peer-to-Peer Collaborative Learning , 2006, J. Educ. Technol. Soc..

[20]  Andreas Hotho,et al.  Discovering shared conceptualizations in folksonomies , 2008, J. Web Semant..

[21]  Mark J. W. Lee Mobile and Pervasive Technology in Education and Training: Potential and Possibilities, Problems and Pitfalls , 2009 .

[22]  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..

[23]  Jia Zhang,et al.  A Web 2.0-based collaborative annotation system for enhancing knowledge sharing in collaborative learning environments , 2010, Comput. Educ..

[24]  Gwo-Jen Hwang,et al.  A knowledge engineering approach to developing mindtools for context-aware ubiquitous learning , 2010, Comput. Educ..

[25]  J. Dewey Experience and Education , 1938 .

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

[27]  Liu Ming-sheng Several Questions in Chinese Classical Poetry Appreciation , 2006 .

[28]  David Smith,et al.  e-Learning Innovation through the Implementation of an Internet Supported Learning Environment , 2000, J. Educ. Technol. Soc..

[29]  Lawrence H. Wortzel,et al.  New Life-Style Determinants of Women's Food Shopping Behavior , 1979 .

[30]  Stephen J. H. Yang,et al.  Ontology Enabled Annotation and Knowledge Management for Collaborative Learning in Virtual Learning Community , 2004, J. Educ. Technol. Soc..

[31]  Gwo-Jen Hwang,et al.  Criteria, Strategies and Research Issues of Context-Aware Ubiquitous Learning , 2008, J. Educ. Technol. Soc..

[32]  S. Billett Situated learning: Bridging sociocultural and cognitive theorising , 1996 .

[33]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[34]  C.C. Marshall,et al.  Exploring the relationship between personal and public annotations , 2004, Proceedings of the 2004 Joint ACM/IEEE Conference on Digital Libraries, 2004..

[35]  Kalle Lyytinen,et al.  Issues and Challenges in Ubiquitous Computing , 2002 .

[36]  Zixue Cheng,et al.  A proposal on a learner's context-aware personalized education support method based on principles of behavior science , 2006, 20th International Conference on Advanced Information Networking and Applications - Volume 1 (AINA'06).

[37]  R. Vince Behind and Beyond Kolb's Learning Cycle , 1998 .

[38]  Shian-Shyong Tseng,et al.  Building a Frame-Based Interaction and Learning Model for U-Learning , 2006, UIC.

[39]  ShengWen Yang,et al.  Build grid-enabled large-scale collaboration environment in e-Learning grid , 2006, Expert Syst. Appl..

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

[41]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[42]  Hiroaki Ogata,et al.  Context-aware support for computer-supported ubiquitous learning , 2004, The 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education, 2004. Proceedings..

[43]  Shiou-Wen Yeh,et al.  Using online annotations to support error correction and corrective feedback , 2009, Comput. Educ..

[44]  Charles Abiodun Robert,et al.  Annotation for knowledge sharing in a collaborative environment , 2009, J. Knowl. Manag..

[45]  Hiroaki Ogata,et al.  Learner-Space Knowledge Awareness Map in Computer Supported Ubiquitous Learning , 2006, 2006 Fourth IEEE International Workshop on Wireless, Mobile and Ubiquitous Technology in Education (WMTE'06).

[46]  Rosa M. Carro,et al.  Supporting the Development of Mobile Adaptive Learning Environments: A Case Study , 2009, IEEE Transactions on Learning Technologies.