Towards User Support in Ubiquitous Learning Systems

New technologies enable novel types of learning activities that differ radically from traditional approach of visiting lectures and doing homework assignments. Namely, these technologies support transforming our everyday environments into learning environments. This concept is referred to in the literature as ubiquitous learning. Enriching ubiquitous learning systems with adaptive functionality facilitates personalization of learning activities by adapting them to learners' progress and situation. In this article, we identify needs of four user roles in ubiquitous learning systems, i.e., learner, instructor, developer, and researcher. We analyze the state of the art in ubiquitous learning and find that roles other than learners have not received much attention in the literature. Finally, we propose supporting different needs identified for four user roles by adding meta-level functionality to ubiquitous learning systems. This proposal adds self-introspective capabilities to such systems to serve their users better.

[1]  David R. Millen,et al.  Rapid ethnography: time deepening strategies for HCI field research , 2000, DIS '00.

[2]  Nian-Shing Chen,et al.  A context-aware video prompt approach to improving students' in-field reflection levels , 2014, Comput. Educ..

[3]  Yvonne Rogers,et al.  Things aren't what they seem to be: innovation through technology inspiration , 2002, DIS '02.

[4]  Anita Raja,et al.  Metareasoning - Thinking about Thinking , 2011, Metareasoning.

[5]  Sheikh Iqbal Ahamed,et al.  Self-healing for Autonomic Pervasive Computing , 2010, Autonomic Communication.

[6]  Markku Turunen,et al.  Seek'N'Share: a platform for location-based collaborative mobile learning , 2013, MUM.

[7]  Raphael Zender,et al.  FreshUP - A pervasive educational game for freshmen , 2014, Pervasive Mob. Comput..

[8]  Nadire Cavus,et al.  Basic elements and characteristics of mobile learning , 2011 .

[9]  Hiroaki Ogata,et al.  Social Knowledge Awareness Map for Computer Supported Ubiquitous Learning Environment , 2010, J. Educ. Technol. Soc..

[10]  Nian-Shing Chen,et al.  A joyful classroom learning system with robot learning companion for children to learn mathematics m , 2011 .

[11]  Panagiotis Zervas,et al.  Context-aware adaptive and personalized mobile learning delivery supported by UoLmP , 2014, J. King Saud Univ. Comput. Inf. Sci..

[12]  Yvonne Rogers,et al.  Ambient wood: designing new forms of digital augmentation for learning outdoors , 2004, IDC '04.

[13]  Erik Duval,et al.  Context-Aware Recommender Systems for Learning: A Survey and Future Challenges , 2012, IEEE Transactions on Learning Technologies.

[14]  Antoine B. Bagula,et al.  An Adaptive and Personalized Ubiquitous Learning Middleware Support for Handicapped Learners , 2011, 2011 Eighth International Conference on Information Technology: New Generations.

[15]  Hiroaki Ogata,et al.  Personalization in Context-aware Ubiquitous Learning-Log System , 2012, 2012 IEEE Seventh International Conference on Wireless, Mobile and Ubiquitous Technology in Education.

[16]  Raymond Mugwanya,et al.  Mobile Learning Content Authoring Tools (MLCATs): A Systematic Review , 2009, AFRICOM.

[17]  Axel Bruns,et al.  Mobile learning in review: Opportunities and challenges for learners, teachers, and institutions , 2006 .

[18]  Thomas A. Corbi,et al.  The dawning of the autonomic computing era , 2003, IBM Syst. J..

[19]  Karin Coninx,et al.  PervasiveCrystal: Asking and Answering Why and Why Not Questions about Pervasive Computing Applications , 2010, 2010 Sixth International Conference on Intelligent Environments.

[20]  Ladan Tahvildari,et al.  Self-adaptive software: Landscape and research challenges , 2009, TAAS.

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

[22]  Neelu Jyothi Ahuja,et al.  A Critical Review of Development of Intelligent Tutoring Systems: Retrospect, Present and Prospect , 2013 .

[23]  Chuang-Kai Chiou,et al.  Design of a personalized navigation support system for context-aware ubiquitous learning environment , 2012, LocalPeMA '12.

[24]  Marko Jurmu,et al.  Activity pad: teaching tool combining tangible interaction and affordance of paper , 2013, ITS.

[25]  Su-Chen Wang,et al.  University Instructor Perceptions of the Benefits of Technology Use in E-learning , 2009, 2009 Second International Conference on Computer and Electrical Engineering.

[26]  Hiroaki Ogata,et al.  Ubiquitous Computing in Learning: Toward a Conceptual Framework of Ubiquitous Learning Environment , 2005, Int. J. Pervasive Comput. Commun..

[27]  Yen-Lin Chen,et al.  A Mobile Learning Support System for Ubiquitous Learning Environments , 2013 .

[28]  Chia-Chen Chen,et al.  Learning in a u-Museum: Developing a context-aware ubiquitous learning environment , 2012, Comput. Educ..

[29]  Chien-Chang Hsu,et al.  The design and implementation of a competency-based intelligent mobile learning system , 2012, Expert Syst. Appl..

[30]  Jukka Riekki,et al.  Is there meta-level in smart spaces? , 2012, 2012 IEEE International Conference on Pervasive Computing and Communications Workshops.

[31]  Rynson W. H. Lau,et al.  A Fine-Grained Outcome-Based Learning Path Model , 2014, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[32]  Rob Koper,et al.  Orchestrating Learning Using Adaptive Educational Designs in IMS Learning Design , 2010, EC-TEL.

[33]  Ulrik Schroeder,et al.  Supporting action research with learning analytics , 2013, LAK '13.

[34]  Bor-Chen Kuo,et al.  Adaptively Ubiquitous Learning in Campus Math Path , 2012, J. Educ. Technol. Soc..

[35]  Brenna McNally,et al.  Mobile learning in museums: how mobile supports for learning influence student behavior , 2011, IDC.

[36]  Michael T. Cox.  Metareasoning: A manifesto , 2007 .

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

[38]  Jian Ma,et al.  Fuzzy set approach to the assessment of student-centered learning , 2000, IEEE Trans. Educ..

[39]  Anind K. Dey,et al.  Understanding and Using Context , 2001, Personal and Ubiquitous Computing.

[40]  Jorge L. V. Barbosa,et al.  A Framework for the Design of Ubiquitous Learning Applications , 2009, 2009 42nd Hawaii International Conference on System Sciences.

[41]  Jukka Riekki,et al.  iCompose: context-aware physical user interface for application composition , 2011, Central European Journal of Computer Science.

[42]  James H. Aylor,et al.  Computer for the 21st Century , 1999, Computer.

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

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

[45]  Heinz Ulrich Hoppe,et al.  One-to-One Technology-Enhanced Learning: an Opportunity for Global Research Collaboration , 2006, Res. Pract. Technol. Enhanc. Learn..

[46]  Colin Allison,et al.  Games Methodologies and Immersive Environments for Virtual Fieldwork , 2010, IEEE Transactions on Learning Technologies.

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

[48]  Davinia Hernández Leo,et al.  Discovering the campus together: A mobile and computer-based learning experience , 2012, J. Netw. Comput. Appl..

[49]  Anastasios A. Economides,et al.  Adaptive context-aware pervasive and ubiquitous learning , 2009 .

[50]  Jun Hyung Jo,et al.  Ubiquitous learning environment: An adaptive teaching system using ubiquitous technology , 2004 .

[51]  Tsung-Yu Liu,et al.  A context-aware ubiquitous learning environment for language listening and speaking , 2009, J. Comput. Assist. Learn..

[52]  Mikko Vinni,et al.  On designing a pervasive mobile learning platform , 2010 .

[53]  Mike Sharples,et al.  Designing Orchestration for Inquiry Learning , 2012, Orchestrating Inquiry Learning.

[54]  Petros Belsis,et al.  Employing Ubiquitous Computing Devices and Technologies in the Higher Education Classroom of the Future , 2013 .

[55]  Chun-Yi Wu,et al.  Application of context-aware and personalized recommendation to implement an adaptive ubiquitous learning system , 2011, Expert Syst. Appl..

[56]  Judy Robertson,et al.  Embedding technology in the classroom: the train the teacher model , 2012, IDC '12.

[57]  Alexandros Paramythis,et al.  Adaptive Learning Environments and e-Learning Standards. , 2004 .

[58]  Jukka Riekki,et al.  Touching Nametags with NFC Phones: A Playful Approach to Learning to Read , 2013, Trans. Edutainment.

[59]  Gwo-Jen Hwang,et al.  Applications, impacts and trends of mobile technology-enhanced learning: a review of 2008-2012 publications in selected SSCI journals , 2014, Int. J. Mob. Learn. Organisation.

[60]  Chia-Chi Chang,et al.  Integration of Situated Learning and Context Awareness System for Learning Basic Chinese , 2013, J. Softw..

[61]  Seyed Masoud Sadjadi,et al.  Composing adaptive software , 2004, Computer.

[62]  Yvonne Rogers,et al.  Let's get physical: The learning benefits of interacting in digitally augmented physical spaces , 2004, Comput. Educ..

[63]  Mark Weiser,et al.  The computer for the 21st Century , 1991, IEEE Pervasive Computing.

[64]  Wen-Chih Chang,et al.  Game-Based Learning with Ubiquitous Technologies , 2009, IEEE Internet Computing.

[65]  H. Crompton.  A Historical Overview of M-Learning , 2013 .

[66]  Gerhard Schwabe,et al.  Mobile Learning projects - a critical analysis of the state of the art , 2009, J. Comput. Assist. Learn..

[67]  Jorge García Duque,et al.  REENACT: A step forward in immersive learning about Human History by augmented reality, role playing and social networking , 2014, Expert Syst. Appl..

[68]  Jukka Riekki,et al.  Reasoning for Smart Space Application: Comparing Three Reasoning Engines CLIPS, Jess and Win-prolog , 2010, 2010 10th IEEE International Conference on Computer and Information Technology.

[69]  Yao-Ting Sung,et al.  Development and behavioral pattern analysis of a mobile guide system with augmented reality for painting appreciation instruction in an art museum , 2014, Comput. Educ..

[70]  Wolfgang Trumler,et al.  AMUN: an autonomic middleware for the Smart Doorplate Project , 2005, Personal and Ubiquitous Computing.

[71]  Birgit Bomsdorf,et al.  Adaptation of Learning Spaces: Supporting Ubiquitous Learning in Higher Distance Education , 2005, Mobile Computing and Ambient Intelligence.