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2017 | OriginalPaper | Buchkapitel

Who Wants to Chat on a MOOC? Lessons from a Peer Recommender System

verfasst von : François Bouchet, Hugues Labarthe, Rémi Bachelet, Kalina Yacef

Erschienen in: Digital Education: Out to the World and Back to the Campus

Verlag: Springer International Publishing

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Abstract

Peer recommender systems (PRS) in MOOCs have been shown to help reducing attrition and increase performance of those who use them. But who are the students using them and what are their motivations? And why are some students reluctant to use them? To answer these questions, we present a study where we implemented a chat-based PRS that has been used during a MOOC session involving 6,170 students. Our analyses indicate that PRS-users are students unsatisfied by other means of interactions already available (forums, social networks…), and that they seem to use it more to share emotions than to learn together, or to assess their progression against their peers.

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Literatur
1.
Zurück zum Zitat Manouselis, N., Drachsler, H., Vuorikari, R., Hummel, H., Koper, R.: Recommender systems in technology enhanced learning. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.) Recommender Systems Handbook, pp. 387–415. Springer, New York (2011)CrossRef Manouselis, N., Drachsler, H., Vuorikari, R., Hummel, H., Koper, R.: Recommender systems in technology enhanced learning. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.) Recommender Systems Handbook, pp. 387–415. Springer, New York (2011)CrossRef
2.
Zurück zum Zitat Klašnja-Milićević, A., Ivanović, M., Nanopoulos, A.: Recommender systems in e-learning environments: a survey of the state-of-the-art and possible extensions. Artif. Intell. Rev. 44, 571–604 (2015)CrossRef Klašnja-Milićević, A., Ivanović, M., Nanopoulos, A.: Recommender systems in e-learning environments: a survey of the state-of-the-art and possible extensions. Artif. Intell. Rev. 44, 571–604 (2015)CrossRef
3.
Zurück zum Zitat Tang, T.Y., Daniel, B.K., Romero, C.: Recommender systems in social and online learning environments. Expert Syst. 32, 261–263 (2015)CrossRef Tang, T.Y., Daniel, B.K., Romero, C.: Recommender systems in social and online learning environments. Expert Syst. 32, 261–263 (2015)CrossRef
4.
Zurück zum Zitat Ferschke, O., Yang, D., Tomar, G., Rosé, C.P.: Positive impact of collaborative chat participation in an edX MOOC. In: Conati, C., Heffernan, N., Mitrovic, A., Verdejo, M. (eds.) AIED 2015. LNCS (LNAI), vol. 9112, pp. 115–124. Springer, Cham (2015). doi:10.1007/978-3-319-19773-9_12 CrossRef Ferschke, O., Yang, D., Tomar, G., Rosé, C.P.: Positive impact of collaborative chat participation in an edX MOOC. In: Conati, C., Heffernan, N., Mitrovic, A., Verdejo, M. (eds.) AIED 2015. LNCS (LNAI), vol. 9112, pp. 115–124. Springer, Cham (2015). doi:10.​1007/​978-3-319-19773-9_​12 CrossRef
5.
Zurück zum Zitat Yang, D., Wen, M., Rosé, C.P.: Peer influence on attrition in massive open online courses. In: Proceedings of the 7th International Conference on Educational Data Mining, London, UK, pp. 405–406 (2014) Yang, D., Wen, M., Rosé, C.P.: Peer influence on attrition in massive open online courses. In: Proceedings of the 7th International Conference on Educational Data Mining, London, UK, pp. 405–406 (2014)
6.
Zurück zum Zitat Labarthe, H., Bouchet, F., Bachelet, R., Yacef, K.: Does a peer recommender foster students’ engagement in MOOCs? In: Barnes, T., Chi, M., and Feng, M. (eds.) Proceedings of the 9th International Conference on Educational Data Mining. pp. 418–423. International Educational Data Mining Society (IEDMS), Raleigh (2016) Labarthe, H., Bouchet, F., Bachelet, R., Yacef, K.: Does a peer recommender foster students’ engagement in MOOCs? In: Barnes, T., Chi, M., and Feng, M. (eds.) Proceedings of the 9th International Conference on Educational Data Mining. pp. 418–423. International Educational Data Mining Society (IEDMS), Raleigh (2016)
7.
Zurück zum Zitat Zheng, S., Rosson, M.B., Shih, P.C., Carroll, J.M.: Understanding student motivation, behaviors and perceptions in MOOCs. In: Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, pp. 1882–1895. ACM, New York (2015) Zheng, S., Rosson, M.B., Shih, P.C., Carroll, J.M.: Understanding student motivation, behaviors and perceptions in MOOCs. In: Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, pp. 1882–1895. ACM, New York (2015)
8.
Zurück zum Zitat Kirschner, F., Paas, F., Kirschner, P.A.: A cognitive load approach to collaborative learning: united brains for complex tasks. Educ. Psychol. Rev. 21, 31–42 (2009)CrossRef Kirschner, F., Paas, F., Kirschner, P.A.: A cognitive load approach to collaborative learning: united brains for complex tasks. Educ. Psychol. Rev. 21, 31–42 (2009)CrossRef
9.
Zurück zum Zitat Labarthe, H., Bachelet, R., Bouchet, F., Yacef, K.: Increasing MOOC completion rates through social interactions: a recommendation system. In: Khalil, M., Ebner, M., Kopp, M., Lorenz, A., and Kalz, M. (eds.) Proceedings of the European Stakeholder Summit on Experiences and Best Practices in and Around MOOCs, Graz, Austria, pp. 471–480 (2016) Labarthe, H., Bachelet, R., Bouchet, F., Yacef, K.: Increasing MOOC completion rates through social interactions: a recommendation system. In: Khalil, M., Ebner, M., Kopp, M., Lorenz, A., and Kalz, M. (eds.) Proceedings of the European Stakeholder Summit on Experiences and Best Practices in and Around MOOCs, Graz, Austria, pp. 471–480 (2016)
11.
Zurück zum Zitat Bouchet, F., Bachelet, R.: Do MOOC students come back for more? Recurring students in the GdP MOOC. In: Proceedings of the European MOOCs Stakeholders Summit 2015, Mons, Belgium, pp. 174–182 (2015) Bouchet, F., Bachelet, R.: Do MOOC students come back for more? Recurring students in the GdP MOOC. In: Proceedings of the European MOOCs Stakeholders Summit 2015, Mons, Belgium, pp. 174–182 (2015)
12.
Zurück zum Zitat Alario-Hoyos, C., Perez-Sanagustin, M., Delgado-Kloos, C., Munoz-Organero, M.: Delving into participants’ profiles and use of social tools in MOOCs. IEEE Trans. Learn. Technol. 3, 260–266 (2014)CrossRef Alario-Hoyos, C., Perez-Sanagustin, M., Delgado-Kloos, C., Munoz-Organero, M.: Delving into participants’ profiles and use of social tools in MOOCs. IEEE Trans. Learn. Technol. 3, 260–266 (2014)CrossRef
14.
Zurück zum Zitat Coetzee, D., Fox, A., Hearst, M.A., Hartmann, B.: Chatrooms in MOOCs: all talk and no action. In: Proceedings of the First ACM Conference on Learning @ Scale Conference, pp. 127–136. ACM, New York (2014) Coetzee, D., Fox, A., Hearst, M.A., Hartmann, B.: Chatrooms in MOOCs: all talk and no action. In: Proceedings of the First ACM Conference on Learning @ Scale Conference, pp. 127–136. ACM, New York (2014)
Metadaten
Titel
Who Wants to Chat on a MOOC? Lessons from a Peer Recommender System
verfasst von
François Bouchet
Hugues Labarthe
Rémi Bachelet
Kalina Yacef
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-59044-8_17