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A Configurable Agent to Advance Peers’ Productive Dialogue in MOOCs

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Chatbot Research and Design (CONVERSATIONS 2019)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 11970))

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Abstract

Chatbot technology can greatly contribute towards the creation of personalized and engaging learning activities. Still, more experimentation is needed on how to integrate and use such agents in real world educational settings and, especially, in large-scale learning environments such as MOOCs. This paper presents the prototype design of a teacher-configurable conversational agent service, aiming to scaffold synchronous collaborative activities in MOOCs. The architecture of the conversational agent system is followed by a pilot evaluation study, which was conducted in the context of postgraduate computer science course on Learning Analytics. The preliminary study findings reveal an overall favorable student opinion as regards the ease of use and user acceptance of the system.

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References

  1. Conole, G.G.: MOOCs as disruptive technologies: strategies for enhancing the learner experience and quality of MOOCs. Revista de Educación a Distancia 39, 1–17 (2013)

    Google Scholar 

  2. Graesser, A., McDaniel, B.: Conversational agents can provide formative assessment, constructive learning, and adaptive instruction. In: The Future of Assessment, pp. 85–112 (2017)

    Chapter  Google Scholar 

  3. Hone, K.S., El Said, G.R.: Exploring the factors affecting MOOC retention: a survey study. Comput. Educ. 98, 157–168 (2016)

    Article  Google Scholar 

  4. Tomar, G.S., Sankaranarayanan, S., Rosé, C.P.: Intelligent conversational agents as facilitators and coordinators for group work in distributed learning environments (MOOCs). In: 2016 AAAI Spring Symposium Series, vol. 2 (2016)

    Google Scholar 

  5. Kloos, C.D., Catálan, C., Muñoz-Merino, P.J., Alario-Hoyos, C.: Design of a conversational agent as an educational tool. In: Learning with MOOCS, Madrid, pp. 27–30 (2018)

    Google Scholar 

  6. Luckin, R., Holmes, W., Griffiths, M., Forcier, L.B.: Intelligence unleashed: an argument for AI in education (2016)

    Google Scholar 

  7. Skjuve, M., Brandtzæg, P.B.: Chatbots as a new user interface for providing health information to young people. Youth and news in a digital media environment–Nordic-Baltic perspectives (2018)

    Google Scholar 

  8. Fu, Y., Xiong, H., Lu, X., Yang, J., Chen, C.: Service usage classification with encrypted internet traffic in mobile messaging apps. IEEE Trans. Mob. Comput. 15(11), 2851–2864 (2016)

    Article  Google Scholar 

  9. Hall, E.: Conversational Design. A Book Apart, New York (2018)

    Google Scholar 

  10. Song, D., Oh, E.Y., Rice, M.: Interacting with a conversational agent system for educational purposes in online courses. In: 2017 10th International Conference on Human System Interactions (HSI), pp. 78–82. IEEE (2017)

    Google Scholar 

  11. Floratos, N., Guasch, T., Espasa, A.: Recommendations on formative assessment and feedback practices for stronger engagement in MOOCs. Open Praxis 7(2), 141–152 (2015)

    Article  Google Scholar 

  12. 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, pp. 115–124. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-19773-9_12

    Google Scholar 

  13. Tegos, S., Demetriadis, S.: Conversational agents improve peer learning through building on prior knowledge. J. Educ. Technol. Soc. 20(1), 99–111 (2017)

    Google Scholar 

  14. Tegos, S., Psathas, G., Tsiatsos, T., Demetriadis, S.N.: Designing conversational agent interventions that support collaborative chat activities in MOOCs. In: EMOOCs-WIP, Naples, pp. 66–71 (2019)

    Google Scholar 

  15. Michaels, S., O’Connor, C.: Conceptualizing talk moves as tools: professional development approaches for academically productive discussion. In: Socializing Intelligence Through Talk and Dialogue, pp. 347–362 (2015)

    Chapter  Google Scholar 

  16. Adamson, D., Ashe, C., Jang, H., Yaron, D., Rosé, C.P.: Intensification of group knowledge exchange with academically productive talk agents. In: Rummel, N., Kapur, M., Nathan, M., Puntambekar, S. (eds.) CSCL Conference Proceedings, pp. 10–17 (2013)

    Google Scholar 

  17. Tegos, S., Demetriadis, S., Papadopoulos, P.M., Weinberger, A.: Conversational agents for academically productive talk: a comparison of directed and undirected agent interventions. Int. J. Comput.-Support. Collaborative Learn. 11(4), 417–440 (2016)

    Article  Google Scholar 

  18. Fryer, L.K., Ainley, M., Thompson, A., Gibson, A., Sherlock, Z.: Stimulating and sustaining interest in a language course: an experimental comparison of Chatbot and Human task partners. Comput. Hum. Behav. 75, 461–468 (2017)

    Article  Google Scholar 

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Acknowledgements and Disclaimer

This research has been funded by the Erasmus+ Programme of the European Commission (project No. 588438-EPP-1-2017-1-EL- EPPKA-KA). This document reflects the views only of the authors. The Education, Audiovisual and Culture Executive Agency and the European Commission cannot be held responsible for any use which may be made of the information contained therein.

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Correspondence to Stergios Tegos .

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Tegos, S., Demetriadis, S., Psathas, G., Tsiatsos, T. (2020). A Configurable Agent to Advance Peers’ Productive Dialogue in MOOCs. In: Følstad, A., et al. Chatbot Research and Design. CONVERSATIONS 2019. Lecture Notes in Computer Science(), vol 11970. Springer, Cham. https://doi.org/10.1007/978-3-030-39540-7_17

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  • DOI: https://doi.org/10.1007/978-3-030-39540-7_17

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-39539-1

  • Online ISBN: 978-3-030-39540-7

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