Analyzing the Effects of Different Multimedia Materials on Learning System

  ijett-book-cover  International Journal of Engineering Trends and Technology (IJETT)          
© 2013 by IJETT Journal
Volume-4 Issue-5                      
Year of Publication : 2013
Authors : Chun Fu Lin , Yu Hsin Hung , Ray I Chang


Chun Fu Lin , Yu Hsin Hung , Ray I Chang. "Analyzing the Effects of Different Multimedia Materials on Learning System". International Journal of Engineering Trends and Technology (IJETT). V4(5):2145-2150 May 2013. ISSN:2231-5381. published by seventh sense research group.


Personalized learning has recently become an innovative trend in digital learning. The adaptive material could enhance the intention of learning , and motiv ate learner to concentrate on learning activity. Information technology have flourished , multimed ia have been widely applied in learning materials. Various types of multimedia are designed on learning activities, how they affect individual’s satisfaction and system performance is therefore essential for personalized learning. This study was interesting to determine the effect of multimedia material on user satisfactions , user’s technology of acceptance, and the system performance , thus we applied the multimedia in learning system consisted of audio based material, animat ed based game and static text . We take problem - solving learning activities which includes a series of scenario as example [1] . The presentation of scenario were categorized as static text, audio based material, and animated based game. Providing the adaptive learning material to respons e the need of individual, learner can select the prefer material on learning system. Real case included in this study, the purpose of which was to examine the performance and reliability of the learning material. The experimental results show that the part icipants have a 95% probability of obtaining an above - average user satisfaction with static text material , audio based material, animated based game which suggests that the employed multimedia can be a good vehicle for learning system.


C. F. Lin, Y. H . Hung, and R. I. Chang, “ Effect Analysis of a Multi - Material Approach to a Problem - Solving Learning System”, International Journal of Computer Trends and Technology , vol. 4 , 2013 .
C. Chen and C. Chen, “ Mobile formative assessment tool based on data mining techniques for supporting web - based learning ,” Computers & Education , vol. 52, no.1, pp. 256 - 273, 2009.
C. Chen and L. Duh, “ Personalized web - based tutoring system based on fuzzy item re sponse theory ,” Journal of Expert Systems with Applications , vol. 34, no.4, pp.2298 - 2315, 2008.
Y. Lee, “ Developing an efficient computational method that estimates the ability of students in a web - based learning environment ,” Computers & Education , vol. 58, no.1, pp.579 - 589, 2012.
M . Wang, H. Jia, and V. Sugumaran, W. Ran, and J. Liao, “ A web Based learning system for software test professionals ,” IEEE Transactions on Education , vol.54, no.2, pp.263 - 272, 2011.
R. C. Clark and R. E ., Mayer, “ E - learning an d the science of instruction: Proven guidelines for consumers and designers of multimedia learning ,” Pfeiffer , 2011 .
J. M. Boucheix and E. Schneider, “ Static and animated presentations in learning dynamic mechanical systems ,” Learning and instruction , vol. 19 , no. 2, pp.112 - 127 , 2009 .
C. F. Lin, Y. C. Yeh, Y. H . Hung, and R. I. Chang, “ Data mining for providing a personalized learning path in creativity: an application of decision trees ,” Computers & Education , In Press, 2013 .
C. M. Chen and Y. C. Sun, “ Ass essing the effects of different multimedia materials on emotions and performance for visual and verbal style learners ,” Computer & Education , vol. 59, no. 1, pp. 1273 - 1285 , 2012 .
C. M. Chen, & T. H. Lee, “ Emotion recognition and communication for reducing s econd - language speaking anxiety in a web - based one - to - one synchronous learning environment ,” British Journal of Educational Technology, vol. 42, no. 3, pp. 417 – 440, 2011.
E. R. Um, H. Song, & J. Plass, “ The effect of positive emotions on multimedia learn ing ,” World Conference on Educational Multimedia, Hypermedia and Telecommunications , Vancouver, Canada, 2007.
G. J. Hwang, P. H. Wu, and C. C. Chen, “ An online game approach for improving students` learning performance in web - based problem - solving activit ies ,” Computers & Education , vol.59, no.4, 2012.
R. E. Mayer, “ The Cambridge handbook of multimedia learning ,” Cambridge: Cambridge University Press , 2005 .
T. N. Höffler, H. Prechtl, and C. Nerdel, “ The influence of visual cognitive style when learning fr om instructional animations and static pictures ,” Learning and Individual Differences , vol. 20 , no. 5, pp. 479 - 483 , 2010 .
L. P. Rieber, S. C. Tzeng, & K. Tribble, “ Discovery learning, representation, and explanation within a computer - based simulation: findi ng the right mix ,” Learning and Instruction , vol. 14 , no. 3, pp. 307 - 323 , 2004 .
D. Lewalter, “ Cognitive strategies for learning from static and dynamic visuals ,” Learning and Instruction , vol. 13 , no. 2, pp. 177 - 189, 2003. Salomon, G . , “ Interaction of media, co gnition and learning ,” San Francisco: Jossey Bass , 1979 .
J. Kirriemuir and A. McFarlane , “ Literature review in games and learning ,” Bristol, UK: Futurelab , 2004 .
M. C. Lewis and B . Massingill, “ Graphical game development in CS2: a Flexible infrastructure for a semester long project ,” In Proceedings Of the 37th SIGCSE Technical Symposium on Computer Science Education , pp. 505 – 509 , 2006 .
A. Amory, “ Play games to learn: Pre - service teacher development. The Proceedings of World Conference on Educational Multim edia ,” Hypermedia and Telecommunications , pp. 2119 - 2118 , 2011

Multimedia , personalize learning, digital learning audio based material , technology acceptance , system performance