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2017 | OriginalPaper | Chapter

Impact of Pedagogical Agents’ Conversational Formality on Learning and Engagement

Authors : Haiying Li, Art Graesser

Published in: Artificial Intelligence in Education

Publisher: Springer International Publishing

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Abstract

This study investigated the impact of pedagogical agents’ conversational formality on learning and engagement in a trialog-based intelligent tutoring system (ITS). Participants (N = 167) were randomly assigned into one of three conditions to learn summarization strategies with the conversational agents: (1) a formal condition in which both the teacher agent and the student agent spoke with a formal language style, (2) an informal condition in which both agents spoke informally, and (3) a mixed condition in which the teacher agent spoke formally, whereas the student agent spoke informally. Result showed that the agents’ informal discourse yielded higher performance, but elicited higher report of text difficulty and mind wandering. This discourse also caused longer response time and lower arousal. The implications are discussed.

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Graesser, A.C., McNamara, D.S., Cai, Z., Conley, M., Li, H., Pennebaker, J.: Coh-Metrix measures text characteristics at multiple levels of language and discourse. Elem. School J. 115, 210–229 (2014). doi:10.1086/678293 CrossRef

Li, H., Graesser, A.C., Conley, M., Cai, Z., Pavlik, P., Pennebaker, J.W.: A new measure of text formality: an analysis of discourse of Mao Zedong. Discourse Process. 53, 205–232 (2016). doi:10.1080/0163853X.2015.1010191 CrossRef

Li, H., Graesser, A.C., Cai, Z.: Comparing two measures of formality. In: Boonthum-Denecke, C., Youngblood, G.M. (eds.) 2013 FlAIRS, pp. 220–225. AAAI Press, Palo Alto (2013)

Denton, P.: The power of our words: teacher language that helps children learn. Center for Responsive Schools Inc., Turners Falls (2013)

Gámez, P.B., Lesaux, N.K.: The relation between exposure to sophisticated and complex language and early—adolescent English—only and language minority learners’ vocabulary. Child Dev. 83, 1316–1331 (2012). doi:10.1111/j.1467-8624.2012.01776.x CrossRef

Gámez, P.B., Lesaux, N.K.: Early-adolescents’ reading comprehension and the stability of the middle school classroom-language environment. Dev. Psychol. 51, 447–458 (2015). doi:10.1037/a0038868 CrossRef

Moreno, R., Mayer, R.E.: Personalized messages that promote science learning in virtual environments. J. Educ. Psychol. 96, 165–173 (2004). doi:10.1037/0022-0663.96.1.165 CrossRef

Mayer, R.E.: Principles based on social cues: personalization, voice, and presence principles. In: Mayer, R.E. (ed.) Cambridge Handbook of Multimedia Learning, pp. 201–212. Cambridge University Press, New York (2005)CrossRef

Snow, C.E., Uccelli, P.: The challenge of academic language. In: Olson, D.R., Torrance, N. (eds.) The Cambridge Handbook of Literacy, Cambridge, New York, pp. 112–133 (2009)

10.

Graesser, A.C., Chipman, P., Haynes, B.C., Olney, A.: AutoTutor: an intelligent tutoring system with mixed-initiative dialogue. IEEE Trans. Edu. 48, 612–618 (2005). doi:10.1109/TE.2005.856149 CrossRef

11.

Graesser, A.C., Li, H., Forsyth, C.: Learning by communicating in natural language with conversational agents. Curr. Dir. Psychol. Sci. 23, 374–380 (2014). doi:10.1177/0963721414540680 CrossRef

12.

Chi, M.T.H., Roy, M., Hausmann, R.G.M.: Observing tutoring collaboratively: Insights about tutoring effectiveness from vicarious learning. Cog. Sci. 32, 301–341 (2008). doi:10.1080/03640210701863396 CrossRef

13.

Fredricks, J.A., Blumenfeld, P.C., Paris, A.H.: School engagement: potential of the concept, state of the evidence. Rev. Educ. Res. 74, 59–109 (2004). doi:10.3102/00346543074001059 CrossRef

14.

Fulmer, S.M., D’Mello, S.K., Strain, A., Graesser, A.C.: Interest-based text preference moderates the effect of text difficulty on engagement and learning. Contemp. Educ. Psychol. 41, 98–110 (2015). doi:10.1016/j.cedpsych.2014.12.005 CrossRef

15.

Feng, S., D’Mello, S., Graesser, A.C.: Mind wandering while reading easy and difficult texts. Psychon. B. Rev. 20, 586–592 (2013). doi:10.3758/s13423-012-0367-y CrossRef

16.

Smallwood, J.M., Schooler, J.W.: The restless mind. Psychol. Bull. 132, 946–958 (2006). doi:10.1037/0033-2909.132.6.946 CrossRef

17.

McVay, J.C., Kane, M.J.: Does mind wandering reflect executive function or executive failure? Comment on Smallwood and Schooler (2006) and Watkins (2008). Psychol. Bull. 136, 188–197 (2010). doi:10.1037/a0018298 CrossRef

18.

Buhrmester, M., Kwang, T., Gosling, S.D.: Amazon’s Mechanical Turk a new source of inexpensive, yet high-quality, data? Perspect. Psychol. Sci. 6, 3–5 (2011). doi:10.1177/1745691610393980 CrossRef

19.

Li, H., Cai, Z., Graesser, A.C.: How good is popularity? Summary grading in crowdsourcing. In: Barnes, T., Chi, M., Feng, M. (eds.) 2016 EDM, pp. 430–435. EDM Society, Raleigh (2016)

20.

Meyer, B.J.F.: Text coherence and readability. Top. Lang. Disord. 23, 204–224 (2003). doi:10.1097/00011363-200307000-00007 CrossRef

21.

Graesser, A.C., Keshtkar, F., Li, H.: The role of natural language and discourse processing in advanced tutoring systems. In: Holtgraves, T. (ed.) The Oxford handbooks of language and social psychology, Oxford, New York, pp. 491–509 (2014)

22.

Li, H., Cheng, Q., Yu, Q., Graesser, A.C.: The role of peer agent’s learning competency in trialogue-based reading intelligent systems. In: Conati, C., Heffernan, N., Mitrovic, A., Verdejo, M. (eds.) AIED 2015. LNCS (LNAI), vol. 9112, pp. 694–697. Springer, Cham (2015). doi:10.1007/978-3-319-19773-9_94 CrossRef

23.

Friend, R.: Effects of strategy instruction on summary writing of college students. Contemp. Edu. Psychol. 26, 3–24 (2001). doi:10.1006/ceps.1999.1022 CrossRef

24.

Russell, J.A., Weiss, A., Mendelsohn, G.A.: Affect Grid: a single-item scale of pleasure and arousal. J. Pers. Soc. Psychol. 57, 493–502 (1989). doi:10.1037/0022-3514.57.3.493 CrossRef

25.

Smallwood, J., Davies, J.B., Heim, D., Finnigan, F., Sudberry, M., O’Connor, R., Obonsawin, M.: Subjective experience and the attentional lapse: task engagement and disengagement during sustained attention. Conscious. Cogn. 13, 657–690 (2004). doi:10.1016/j.concog.2004.06.003 CrossRef

26.

Smallwood, J.M., Baracaia, S.F., Lowe, M., Obonsawin, M.: Task unrelated thought whilst encoding information. Conscious. Cogn. 12, 452–484 (2003). doi:10.1016/S1053-8100(03)00018-7 CrossRef

27.

Clifford, M.: Students need challenge, not easy success. Edu. Leadership 48, 22–26 (1990)

Title: Impact of Pedagogical Agents’ Conversational Formality on Learning and Engagement
Authors: Haiying Li
Art Graesser
Publisher: Springer International Publishing
Book: Artificial Intelligence in Education
Print ISBN: 978-3-319-61424-3

Electronic ISBN: 978-3-319-61425-0

Copyright Year: 2017
DOI: https://doi.org/10.1007/978-3-319-61425-0_16

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