Mobile guide system using problem-solving strategy for museum learning: a sequential learning behavioural pattern analysis

Mobile devices have been increasingly utilized in informal learning because of their high degree of portability; mobile guide systems (or electronic guidebooks) have also been adopted in museum learning, including those that combine learning strategies and the general audio- visual guide systems. To gain a deeper understanding of the features and limitations of these guide systems in a museum-learning context and also to provide new designs that better guide learners in interacting with peers and exhibitions, in-depth exploration of learners' actual visits and analyses of their behavioural patterns is crucial. This study was based on empirical observation and analysis of the learning behaviours (recorded on video) of 65 elementary-school students who were placed into three groups: mobile guide with problem-solving strategy, audio-visual mobile guide and paper-based learning-sheet guide. By coding and analysing the video and conducting sequential analysis and frequency analysis of learning-related discussion content, behavioural interaction patterns were determined by which the features and limitations of the different types of guides were compared. Among the findings, it was discovered that the students in the problem-solving mobile guide group showed a higher level of two-way interactions with their peers and the exhibits, as well as more learning-related discussions. Relevant suggestions for teachers, researchers and guide-systems developers are also given.

[1]  Fabio Paternò,et al.  Scan and tilt: towards natural interaction for mobile museum guides , 2006, Mobile HCI.

[2]  Yao-Ting Sung,et al.  Analysis of Problem-Solving-Based Online Asynchronous Discussion Pattern , 2008, J. Educ. Technol. Soc..

[3]  Yao-Ting Sung,et al.  Designing an electronic guidebook for learning engagement in a museum of history , 2010, Comput. Hum. Behav..

[4]  Peter Lonsdale,et al.  Myartspace: Design and evaluation of support for learning with multimedia phones between classrooms and museums , 2009, Comput. Educ..

[5]  Su Young Kwak DESIGNING A HANDHELD INTERACTIVE SCAVENGER HUNT GAME TO ENHANCE MUSEUM EXPERIENCE , 2004 .

[6]  S. Hsi,et al.  A study of user experiences mediated by nomadic web content in a museum , 2003, J. Comput. Assist. Learn..

[7]  Yao-Ting Sung,et al.  An Analysis of Peer Assessment Online Discussions within a Course that uses Project-based Learning , 2007, Interact. Learn. Environ..

[8]  Cody Sandifer,et al.  Technological novelty and open‐endedness: Two characteristics of interactive exhibits that contribute to the holding of visitor attention in a science museum , 2003 .

[9]  Mirjana Spasojevic,et al.  The Electronic Guidebook: Using Portable Devices And A Wireless Web-based Network To Extend The Museum Experience , 2002 .

[10]  Yao-Ting Sung,et al.  Effects of a Mobile Electronic Guidebook on Visitors' Attention and Visiting Behaviors , 2008, J. Educ. Technol. Soc..

[11]  M. Segers,et al.  Effects of problem-based learning: a meta- analysis , 2003 .

[12]  Fusako Kusunoki,et al.  Toward an interactive museum guide system with sensing and wireless network technologies , 2002, Proceedings. IEEE International Workshop on Wireless and Mobile Technologies in Education.

[13]  Bruce E. Wampold,et al.  Sequential Analysis Applied to Counseling Process and Outcome: A Case Study Revisited. , 1989 .

[14]  Fusako Kusunoki,et al.  Musex: A system for supporting children's collaborative learning in a museum with PDAs , 2004 .

[15]  Zdenek Zdráhal,et al.  Using mobile phones to map online community resources to a physical museum space , 2008, Int. J. Web Based Communities.

[16]  Huei-Tse Hou,et al.  Applying lag sequential analysis to detect visual behavioural patterns of online learning activities , 2010, Br. J. Educ. Technol..

[17]  Yannis A. Dimitriadis,et al.  Mystery in the museum: collaborative learning activities using handheld devices , 2005, Mobile HCI.

[18]  Fabio Paternò,et al.  UbiCicero: A location-aware, multi-device museum guide , 2009, Interact. Comput..

[19]  Allan Jeong The Sequential Analysis of Group Interaction and Critical Thinking in Online , 2003 .