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2015 | OriginalPaper | Chapter

VisEN: Motivating Learner Engagement Through Explorable Visual Narratives

Authors : Bilal Yousuf, Owen Conlan

Published in: Design for Teaching and Learning in a Networked World

Publisher: Springer International Publishing

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Abstract

Visualizations are increasingly being used to present student interactions and progress with online learning environments as motivations for student engagement with course content. Specifically, visualizations supporting data exploration and peer comparisons have yielded positive results in engagement. In addition, visual narratives have recently started to be used in learning environments to engage learners. This paper introduces VisEN, a visualization framework for semi-automatically constructing explorable visual narratives. VisEN was used during two successive academic years to construct individualized explorable visual narratives for undergraduate learners participating in an online Information Management course. The narratives presented engagement scores, time spent on activities and peer comparisons. This research evaluates the impact the explorable visual narratives had on student course engagement. This paper shows that the explorable visual narratives encouraged the majority of students (that were engaging poorly with course content) to engage with assigned tasks, and subsequently these students improved their engagement levels.

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Literature
2.
go back to reference Duval, E.: Attention please!: learning analytics for visualization and recommendation. In: 1st International Conference on Learning Analytics and Knowledge, pp. 9–17. ACM, New York (2011) Duval, E.: Attention please!: learning analytics for visualization and recommendation. In: 1st International Conference on Learning Analytics and Knowledge, pp. 9–17. ACM, New York (2011)
3.
go back to reference Card, S., Mackinlay, J., Shneiderman, B.: Readings in Information Visualization: Using Vision to Think. Morgan Kaufmann, San Francisco (1999) Card, S., Mackinlay, J., Shneiderman, B.: Readings in Information Visualization: Using Vision to Think. Morgan Kaufmann, San Francisco (1999)
4.
go back to reference Gonzalez, H., Halevy, A., Jensen, C.S., Langen, A., Madhavan, J., Shapley, R., Shen, W.: Google fusion tables: data management, integration and collaboration in the cloud. In: 1st ACM Symposium on Cloud Computing, pp. 175–180. ACM, New York (2010) Gonzalez, H., Halevy, A., Jensen, C.S., Langen, A., Madhavan, J., Shapley, R., Shen, W.: Google fusion tables: data management, integration and collaboration in the cloud. In: 1st ACM Symposium on Cloud Computing, pp. 175–180. ACM, New York (2010)
6.
go back to reference Zimmerman, B.J.: Becoming a self-regulated learner: an overview. Theor. Pract. 41(2), 65–70 (2002)CrossRef Zimmerman, B.J.: Becoming a self-regulated learner: an overview. Theor. Pract. 41(2), 65–70 (2002)CrossRef
7.
go back to reference Austin, M.: Useful Fictions: Evolution, Anxiety, and the Origins of Literature. University of Nebraska Press, Lincoln (2011)CrossRef Austin, M.: Useful Fictions: Evolution, Anxiety, and the Origins of Literature. University of Nebraska Press, Lincoln (2011)CrossRef
8.
go back to reference Kosara, R., Mackinlay, J.: Storytelling: the next step for visualization. Computer 46, 44–50 (2013)CrossRef Kosara, R., Mackinlay, J.: Storytelling: the next step for visualization. Computer 46, 44–50 (2013)CrossRef
9.
go back to reference Keim, D.A.: Visual exploration of large data sets. Commun. ACM 44, 38–44 (2001)CrossRef Keim, D.A.: Visual exploration of large data sets. Commun. ACM 44, 38–44 (2001)CrossRef
11.
go back to reference O’Keeffe, I., Staikopoulos, A., Rafter, R., Walsh, E., Yousuf, B., Conlan, O., Wade, V.: Personalized activity based eLearning. In: 12th International Conference on Knowledge Management and Knowledge Technologies, Article no. 2. ACM, New York (2012) O’Keeffe, I., Staikopoulos, A., Rafter, R., Walsh, E., Yousuf, B., Conlan, O., Wade, V.: Personalized activity based eLearning. In: 12th International Conference on Knowledge Management and Knowledge Technologies, Article no. 2. ACM, New York (2012)
12.
go back to reference Burleson, K., Leach, C.W., Harrington, D.M.: Upward social comparison and self-concept: Inspiration and inferiority among art students in an advanced programme. Br. J. Soc. Psychol. 44(1), 109–123 (2005)CrossRef Burleson, K., Leach, C.W., Harrington, D.M.: Upward social comparison and self-concept: Inspiration and inferiority among art students in an advanced programme. Br. J. Soc. Psychol. 44(1), 109–123 (2005)CrossRef
13.
go back to reference May, M., George, S., Prévôt, P.: TrAVis to enhance students’ self-monitoring in online learning supported by computer-mediated communication tools. Comput. Inf. Syst. Ind. Manage. Appl. 3, 623–634 (2011) May, M., George, S., Prévôt, P.: TrAVis to enhance students’ self-monitoring in online learning supported by computer-mediated communication tools. Comput. Inf. Syst. Ind. Manage. Appl. 3, 623–634 (2011)
14.
go back to reference Carr, D.B., Littlefield, R.J., Nicholson, W.L., Littlefield, J.S.: Scatterplot matrix techniques for large N. J. Am. Stat. Assoc. 82, 424–436 (1987)MathSciNet Carr, D.B., Littlefield, R.J., Nicholson, W.L., Littlefield, J.S.: Scatterplot matrix techniques for large N. J. Am. Stat. Assoc. 82, 424–436 (1987)MathSciNet
15.
go back to reference Dias, M.M., Franco, C., Rabelo, E., Yamaguchi, J.K.: Visualization Techniques: Which is the Most Appropriate in the Process of Knowledge Discovery in Data Base?. INTECH Open Access Publisher, Rijeka (2012) Dias, M.M., Franco, C., Rabelo, E., Yamaguchi, J.K.: Visualization Techniques: Which is the Most Appropriate in the Process of Knowledge Discovery in Data Base?. INTECH Open Access Publisher, Rijeka (2012)
16.
go back to reference Govaerts, S., Verbert, K., Duval, E., Pardo, A.: The student activity meter for awareness and self-reflection. In: CHI 2012 Extended Abstracts on Human Factors in Computing Systems, pp. 869–884. ACM, New York (2012) Govaerts, S., Verbert, K., Duval, E., Pardo, A.: The student activity meter for awareness and self-reflection. In: CHI 2012 Extended Abstracts on Human Factors in Computing Systems, pp. 869–884. ACM, New York (2012)
17.
go back to reference Santos, J.L., Govaerts, S., Verbert, K., Duval, E.: Goal-oriented visualizations of activity tracking: a case study with engineering students. In: 2nd International Conference on Learning Analytics and Knowledge, pp. 143–152. ACM, New York (2012) Santos, J.L., Govaerts, S., Verbert, K., Duval, E.: Goal-oriented visualizations of activity tracking: a case study with engineering students. In: 2nd International Conference on Learning Analytics and Knowledge, pp. 143–152. ACM, New York (2012)
18.
go back to reference Hullman, J., Drucker, S., Riche, N.H., Lee, B., Fisher, D., Adar, E.: A deeper understanding of sequence in narrative visualization. IEEE Trans. Visual Comput. Graphics 19, 2406–2415 (2013)CrossRef Hullman, J., Drucker, S., Riche, N.H., Lee, B., Fisher, D., Adar, E.: A deeper understanding of sequence in narrative visualization. IEEE Trans. Visual Comput. Graphics 19, 2406–2415 (2013)CrossRef
19.
go back to reference Grammel, L., Bennett, C., Tory, M., Storey, M.A.: A survey of visualization construction user interfaces. In: EuroVis-Short Papers, pp. 19–23 (2013) Grammel, L., Bennett, C., Tory, M., Storey, M.A.: A survey of visualization construction user interfaces. In: EuroVis-Short Papers, pp. 19–23 (2013)
20.
go back to reference Chi, E.H.: A taxonomy of visualization techniques using the data state reference model. In: IEEE Symposium on Information Visualization, pp. 69–75. IEEE (2000) Chi, E.H.: A taxonomy of visualization techniques using the data state reference model. In: IEEE Symposium on Information Visualization, pp. 69–75. IEEE (2000)
21.
go back to reference Hsiao, I.-H., Brusilovsky, P.: Motivational social visualizations for personalized E-learning. In: Ravenscroft, A., Lindstaedt, S., Kloos, C.D., Hernández-Leo, D. (eds.) EC-TEL 2012. LNCS, vol. 7563, pp. 153–165. Springer, Heidelberg (2012)CrossRef Hsiao, I.-H., Brusilovsky, P.: Motivational social visualizations for personalized E-learning. In: Ravenscroft, A., Lindstaedt, S., Kloos, C.D., Hernández-Leo, D. (eds.) EC-TEL 2012. LNCS, vol. 7563, pp. 153–165. Springer, Heidelberg (2012)CrossRef
22.
go back to reference Santos, J.L., Verbert, K., Govaerts, S., Duval, E.: Addressing learner issues with StepUp!: an evaluation. In: Third International Conference on Learning Analytics and Knowledge, pp. 14–22. ACM, New York (2013) Santos, J.L., Verbert, K., Govaerts, S., Duval, E.: Addressing learner issues with StepUp!: an evaluation. In: Third International Conference on Learning Analytics and Knowledge, pp. 14–22. ACM, New York (2013)
23.
go back to reference Merceron, A., Yacef, K.: Educational data mining: a case study. In: 12th International Conference on Artificial Intelligence in Education. IOS Press, Amsterdam (2005) Merceron, A., Yacef, K.: Educational data mining: a case study. In: 12th International Conference on Artificial Intelligence in Education. IOS Press, Amsterdam (2005)
24.
go back to reference Le, D.T.: Bringing data to life into an introductory statistics course with gapminder. Teach. Stat. 35, 114–122 (2013)CrossRef Le, D.T.: Bringing data to life into an introductory statistics course with gapminder. Teach. Stat. 35, 114–122 (2013)CrossRef
25.
go back to reference Zhang, H., Almeroth, K.: Moodog: tracking student activity in online course management systems. J. Interact. Learn. Res. 21, 407–429 (2010) Zhang, H., Almeroth, K.: Moodog: tracking student activity in online course management systems. J. Interact. Learn. Res. 21, 407–429 (2010)
26.
go back to reference Popescu, E., Cioiu, D.: eMUSE - integrating web 2.0 tools in a social learning environment. In: Leung, H., Popescu, E., Cao, Y., Lau, R.W.H., Nejdl, W. (eds.) ICWL 2011. LNCS, vol. 7048, pp. 41–50. Springer, Heidelberg (2011)CrossRef Popescu, E., Cioiu, D.: eMUSE - integrating web 2.0 tools in a social learning environment. In: Leung, H., Popescu, E., Cao, Y., Lau, R.W.H., Nejdl, W. (eds.) ICWL 2011. LNCS, vol. 7048, pp. 41–50. Springer, Heidelberg (2011)CrossRef
27.
go back to reference Bull, S., Kay, J.: Open learner models as drivers for metacognitive processes. In: Azevedo, R., Aleven, V. (eds.) International Handbook on Metacognition and Learning Technologies. Springer, New York (2013) Bull, S., Kay, J.: Open learner models as drivers for metacognitive processes. In: Azevedo, R., Aleven, V. (eds.) International Handbook on Metacognition and Learning Technologies. Springer, New York (2013)
Metadata
Title
VisEN: Motivating Learner Engagement Through Explorable Visual Narratives
Authors
Bilal Yousuf
Owen Conlan
Copyright Year
2015
DOI
https://doi.org/10.1007/978-3-319-24258-3_27

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