Abstract
Research has demonstrated the positive educational benefits of digital game-based E-book learning (DGEL). Understanding student characteristics and factors involved in digital game participation can effectively enhance their effects on learning. The design of DGEL environments tends to view learner immersion in the game activity as an important factor. This indicates that DGEL should be based on an understanding of the learning process. This paper describes the implementation of a DGEL system that uses video capture technology for automatic detection of learner facial expressions to analyze the learner’s immersed state. This learning system can also supplement learning and provide timely stimulation to enhance the learning effects of DGEL.
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References
Prensky, M.: Digital Game-Based Learning. McGraw-Hill, New York (2001)
Fromme, J.: Computer games as a part of children’s culture. Games Stud. 3(1) (2003). http://www.gamestudies.org/0301/fromme. Accessed 10 Feb 2011
Liu, E.Z.F., Lin, C.H.: Developing evaluative indicators for educational computer games. Br. J. Educ. Technol. 40(1), 174–178 (2009)
Gee, J.P.: What video games have to teach us about learning and literacy?. Palgrave Macmillan, New York (2007)
Jenkins, H.: Game theory. Technol. Rev. 29, 1–3 (2002)
Rosas, R., Nussbaum, M., Cumsille, P., Marianov, V., Correa, M., Flores, P., et al.: Beyond nintendo: design and assessment of educational video games for first and second grade students. Comput. Educ. 40(1), 71–94 (2003)
Hsiao, H.-C.: A brief review of digital games and learning. Paper appears in The First IEEE International Workshop on Digital Game and Intelligent Toy Enhanced Learning (DIGITEL 2007), Jhongli, Taiwan (2007)
Asgari, M., Kaufman, D.: Relationships among computer games, fantasy, and learning. Paper presented at the Proceeding of the 2nd International Conference on Imagination and Education, Vancouver, Canada (2004)
Kirriemuir, J., McFarlane, A.: Literature review in games and learning. Nestafuturelab, Bristol (2004)
Tan, P.H., Ling, S.W., Ting, C.Y.: A review on game design and game-based learning models. In: DIMEA 2007: Second International Conference on Digital Interactive Media in Entertainment and Arts, Perth, Western Australia (2007)
Whitton, N.: An investigation into the potential of collaborative computer game-based learning in higher education. Ph.D. thesis (2007)
Brown, E., Cairns, P.: A grounded investigation of game immer-sion. Paper presented at International Conference for Human-Computer Interaction, Austria, pp. 1297–1300 (2004)
Csikszentmihalyi, M.: Beyond Boredom and Anxiety. Jossey-Bass, San Fransisco (1975)
Lombard, M., Reich, R.D., Grabe, M.E., Bracken, C.C., Ditton, T.B.: Presence and television: the role of screen size. Hum. Commun. Res. 26, 75–98 (2000)
Kiili, K.: Digital game-based learning: towards an experiential gaming model. Internet High. Educ. 8(1), 13–24 (2005)
Gros, B.: Digital games in education: the design of game-based learning environment. J. Res. Technol. Educ. 40(1), 23–38 (2007)
Huh, S.: The influence of genre, perception, and personality on dependent video game use. In: Proceedings from International Communication Association, New York (2008)
Tennyson, R.D., Jorczak, R.L.: A conceptual framework for the empirical study of instructional game. In: O’Neil, H.F., Perez, R.S. (eds.) Computer Games and Team and Individual learning, pp. 3–20. Elsevier, Amsterdam (2008)
Wu, T.-K.: Development of a gamed-based learning system for enhancing learners’ motivation and self-perception in energy education. Master thesis, National Central University, Taiwan (2006)
Ku, S.-C., Lin, H., Chou, C.: Constructivistic Gamelike MUD Learning Environment. Instr. Technol. Media 37, 28–41 (1998)
Garris, R., Ahlers, R., Driskell, J.: Games, motivation, and learning: a researchand practice model. Simul. Gaming 33(4), 441–467 (2002)
Krichevets, A.N., Sirotkina, E.B., Yevsevicheva, I.V., Zeldin, L.M.: Computergames as a means of movement rehabilitation. Disabil. Rehabil. 17(2), 100–105 (1995)
Terrell, S., Rendulic, P.: Using computer-managed instructional software to increase motivation and achievement in elementary school children. J. Res. Comput. Educ. 26(3), 403–414 (1996)
Kulik, J.: Meta-analytic studies of findings on computer-based instruction. In: Baker, E.L., O’Neil Jr., H.F. (eds.) Technology Assessment in Education and Training. Lawrence Erlbaum Associates, New York (1994)
Lim, D.: Taking students out for a ride: using a board game to teach graph theory. Paper presented at the 38th SIGCSE Technical Symposium on Computer Science Education, pp. 367–371 (2007)
Magerko, B., Heeter, C., Medler, B., and Fitzgerald, J.: Intelligent adaptation of digital game-based learning. FuturePlay, Toronto (2008)
Tuzun, H., Yilmaz Soylu, M., Karakus, T., Inal, Y., Kizilkaya, G.: The effects of computer games on primary school students’ achievement and motivation in geography learning. Comput. Educ. 52(1), 68–77 (2009)
Chou, S.-Y.: The influence of thinking style on flow experience in casual games. Master thesis, National Chian Tung University, Hsinchu, Taiwan (2008)
Lin, W.-H: The impact of flow factors on forming consumer loy-alty on website. Master thesis, Feng Chia University, Taichung, Taiwan (2006)
Chang, Y.-H.: Learning effectiveness of using the recommendation learning system based on multiple intelligences theory. Master thesis, National Taichung University of Education, Taichung, Taiwan (2010)
Yang, C.-C.: The research of the impacts of interpersonal interac-tion and flow experience on the effectiveness of adult on-line learning. Master thesis, National Kaohsiung Normal University, Taiwan (2004)
Huang, H.-Y.: The study on the relationship between the cogni-tion, the tolerance of problem behaviors of students and occupational burnout for the elementary school teacher. Master thesis, National Yunlin University of Science and Technology, Taiwan (2008)
Chen, L.-X.: The influence of playfulness on flow state through self-regulation: casual game as a platform. Master thesis, National Chian Tung University, Taiwan (2009)
Chang, H.-H., Wang, I.-C.: An investigation of user communication behavior in computer mediated environments. Comput. Hum. Behav. 24(102), 2336–2356 (2008)
Chen, C.W., Huang, C.L.: Human face recognition from a single front view. Int. J. Pattern Recogn. Artif. Intell. 6(4), 571–593 (1992)
Otsu, N.: A threshold selection method from gray-level histogram. IEEE Trans. Syst. Man Cybern. 9(1), 62–66 (1979)
Alattar, A.M., Rajala, S.: A facial feature localization in front view head and shoulders images. Paper presented at Proceedings of IEEE International Conference on Acoustics Speech and Signal Processing, pp. 3557–3560 (1999)
Loh, M.P., Wong, Y.P., Wong, C.O.: Facial expression recognition for e-learning systems using gabor wavelet & neural network. Paper presented at Sixth IEEE International Conference on Advanced Learning Technologies (2006)
Li, C.-M.: Diagnosing learning difficulty with facial expression recognition. Master thesis, National Taiwan Normal University, Taiwan (2008)
Yang, M.H., Kriegman, D.J., Ahuja, N.: Detecting faces in im-ages: a survey. IEEE Trans. Pattern Anal. Mach. Intell. 24(1), 34–58 (2002)
Chen, H.R.: Assessment of learners’ attention to e-learning by monitoring facial expressions for computer network courses. J. Educ. Comput. Res. 47(4), 371–385 (2012)
Chen, H.R., Lin, Y.S., Huang, S.Y., Shiau, S.Y.: Content design for situated game-based learning: an exploration of chinese language poetry learning. Paper presented at the IEEE International Conference Computational Intelligence and Software Engineering, Technology Education Section, China (2009)
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Chen, HR., Chen, QF., Lu, YL. (2015). Analyzing Immersion in Digital Game-Based E-Book Learning Through Learners’ Facial Expressions. In: Chiu, D., et al. Advances in Web-Based Learning – ICWL 2013 Workshops. ICWL 2013. Lecture Notes in Computer Science(), vol 8390. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-46315-4_15
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DOI: https://doi.org/10.1007/978-3-662-46315-4_15
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