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Volumn 6094 LNCS, Issue PART 1, 2010, Pages 55-64

Characterizing the effectiveness of tutorial dialogue with hidden Markov models

Author keywords

Natural language; Tutorial dialogue; Tutoring strategies

Indexed keywords

DATA-DRIVEN; DIALOGUE STRATEGY; DIALOGUE SYSTEMS; HIDDEN MARKOV MODELING; HUMAN DIALOGUES; INTELLIGENT TUTORING SYSTEM; MACHINE-LEARNING; NATURAL LANGUAGES; STATISTICAL RELATIONSHIP; STUDENT LEARNING OUTCOMES; TUTORIAL DIALOGUE; TUTORING STRATEGIES;

EID: 79957493267     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13388-6_10     Document Type: Conference Paper
Times cited : (23)

References (30)
  • 1
    • 0002439089 scopus 로고
    • Motivational techniques of expert human tutors: Lessons for the design of computer-based tutors
    • Lajoie, S.P. Derry, S.J. (eds.), Lawrence Erlbaum Associates, Hillsdale
    • Lepper, M.R., Woolverton, M., Mumme, D.L., et al.: Motivational Techniques of Expert Human Tutors: Lessons for the Design of Computer-Based Tutors. In: Lajoie, S.P., Derry, S.J. (eds.) Computers as Cognitive Tools. Lawrence Erlbaum Associates, Hillsdale (1993).
    • (1993) Computers as Cognitive Tools
    • Lepper, M.R.1    Woolverton, M.2    Mumme, D.L.3
  • 3
    • 79957455228 scopus 로고    scopus 로고
    • Collaborative dialogue patterns in naturalistic one-to-one tutoring
    • Graesser, A.C., Person, N., Magliano, J.: Collaborative Dialogue Patterns in Naturalistic One-to-One Tutoring. Jl. of Applied Cog. Psych. 9, 269-306 (2004).
    • (2004) Jl. of Applied Cog. Psych. , vol.9 , pp. 269-306
    • Graesser, A.C.1    Person, N.2    Magliano, J.3
  • 4
    • 0035740268 scopus 로고    scopus 로고
    • Learning from human tutoring
    • Chi, M.T.H., Siler, S.A., Jeong, H., et al.: Learning from Human Tutoring. Cog. Sci. 25, 471-533 (2001).
    • (2001) Cog. Sci. , vol.25 , pp. 471-533
    • Chi, M.T.H.1    Siler, S.A.2    Jeong, H.3
  • 7
    • 33646889961 scopus 로고    scopus 로고
    • Correlations between dialogue acts and learning in spoken tutoring dialogues
    • DOI 10.1017/S1351324906004165, PII S1351324906004165
    • Litman, D., Forbes-Riley, K.: Correlations between Dialogue Acts and Learning in Spoken Tutoring Dialogues. Nat. Lang. Eng. 12, 161-176 (2006). (Pubitemid 43786490)
    • (2006) Natural Language Engineering , vol.12 , Issue.2 , pp. 161-176
    • Litman, D.1    Forbes-Riley, K.2
  • 9
    • 84857469933 scopus 로고    scopus 로고
    • Reinforcement learning-based feature selection for developing pedagogically effective tutorial dialogue tactics
    • Chi, M., Jordan, P., VanLehn, K., Hall, M.: Reinforcement Learning-Based Feature Selection for Developing Pedagogically Effective Tutorial Dialogue Tactics. In: 1st International Conference on Educational Data Mining, pp. 258-265 (2008).
    • (2008) 1st International Conference on Educational Data Mining , pp. 258-265
    • Chi, M.1    Jordan, P.2    VanLehn, K.3    Hall, M.4
  • 10
    • 70349805472 scopus 로고    scopus 로고
    • Balancing cognitive and motivational scaffolding in tutorial dialogue
    • Woolf, B.P. Aïmeur, E. Nkambou, R. Lajoie, S. (eds.), LNCS, Springer, Heidelberg
    • Boyer, K.E., Phillips, R., Wallis, M.D., Vouk, M.A., Lester, J.C.: Balancing Cognitive and Motivational Scaffolding in Tutorial Dialogue. In: Woolf, B.P., Aïmeur, E., Nkambou, R., Lajoie, S. (eds.) ITS 2008. LNCS, vol. 5091, pp. 239-249. Springer, Heidelberg (2008).
    • (2008) ITS 2008 , vol.5091 , pp. 239-249
    • Boyer, K.E.1    Phillips, R.2    Wallis, M.D.3    Vouk, M.A.4    Lester, J.C.5
  • 13
    • 70349876593 scopus 로고    scopus 로고
    • Dialog modes in expert tutoring
    • Woolf, B.P. Aïmeur, E. Nkambou, R. Lajoie, S. (eds.), LNCS, Springer, Heidelberg
    • Cade, W., Copeland, J., Person, N., D'Mello, S.: Dialog Modes in Expert Tutoring. In: Woolf, B.P., Aïmeur, E., Nkambou, R., Lajoie, S. (eds.) ITS 2008. LNCS, vol. 5091, pp. 470-479. Springer, Heidelberg (2008).
    • (2008) ITS 2008 , vol.5091 , pp. 470-479
    • Cade, W.1    Copeland, J.2    Person, N.3    D'Mello, S.4
  • 15
    • 84984147463 scopus 로고
    • Collaborative dialogue patterns in naturalistic one-to-one tutoring
    • Graesser, A.C., Person, N.K., Magliano, J.P.: Collaborative Dialogue Patterns in Naturalistic One-to-One Tutoring. Applied Cog. Psych. 9, 495-522 (1995).
    • (1995) Applied Cog. Psych. , vol.9 , pp. 495-522
    • Graesser, A.C.1    Person, N.K.2    Magliano, J.P.3
  • 17
    • 41449089865 scopus 로고    scopus 로고
    • Observing tutorial dialogues collaboratively: Insights about human tutoring effectiveness from vicarious learning
    • Chi, M.T.H., Roy, M., Hausmann, R.G.M.: Observing Tutorial Dialogues Collaboratively: Insights about Human Tutoring Effectiveness from Vicarious Learning. Cog. Sci. 32, 301- 341 (2008).
    • (2008) Cog. Sci. , vol.32 , pp. 301-341
    • Chi, M.T.H.1    Roy, M.2    Hausmann, R.G.M.3
  • 21
    • 73149096981 scopus 로고    scopus 로고
    • Using natural language processing to analyze tutorial dialogue corpora across domains and modalities
    • Litman, D., Moore, J., Dzikovska, M., Farrow, E.: Using Natural Language Processing to Analyze Tutorial Dialogue Corpora Across Domains and Modalities. In: 14th International Conference on AI in Education, pp. 149-156 (2009).
    • (2009) 14th International Conference on AI in Education , pp. 149-156
    • Litman, D.1    Moore, J.2    Dzikovska, M.3    Farrow, E.4
  • 22
    • 47349097051 scopus 로고    scopus 로고
    • A reinforcement learning approach to evaluating state representations in spoken dialogue systems
    • Tetreault, J.R., Litman, D.J.: A Reinforcement Learning Approach to Evaluating State Representations in Spoken Dialogue Systems. Speech Comm. 50, 683-696 (2008).
    • (2008) Speech Comm. , vol.50 , pp. 683-696
    • Tetreault, J.R.1    Litman, D.J.2
  • 23
    • 85140054585 scopus 로고    scopus 로고
    • Modeling learning patterns of students with a tutoring system using hidden markov models
    • Beal, C., Mitra, S., Cohen, P.R.: Modeling Learning Patterns of Students with a Tutoring System using Hidden Markov Models. In: 13th International Conference on AI in Education, pp. 238-245 (2007).
    • (2007) 13th International Conference on AI in Education , pp. 238-245
    • Beal, C.1    Mitra, S.2    Cohen, P.R.3
  • 24
    • 67449109631 scopus 로고    scopus 로고
    • Using hidden markov models to characterize student behaviors in learning-by-teaching environments
    • Woolf, B.P. Aïmeur, E. Nkambou, R. Lajoie, S. (eds.), LNCS, Springer, Heidelberg
    • Jeong, H., Gupta, A., Roscoe, R., Wagster, J., Biswas, G., Schwartz, D.: Using Hidden Markov Models to Characterize Student Behaviors in Learning-by-Teaching Environments. In: Woolf, B.P., Aïmeur, E., Nkambou, R., Lajoie, S. (eds.) ITS 2008. LNCS, vol. 5091, pp. 614-625. Springer, Heidelberg (2008).
    • (2008) ITS 2008 , vol.5091 , pp. 614-625
    • Jeong, H.1    Gupta, A.2    Roscoe, R.3    Wagster, J.4    Biswas, G.5    Schwartz, D.6
  • 25
    • 73149124129 scopus 로고    scopus 로고
    • Applications of stochastic analyses for collaborative learning and cognitive assessment
    • Hancock, G.R. Samuelsen, K.M. (eds.), Information Age Publishing
    • Soller, A., Stevens, R.: Applications of Stochastic Analyses for Collaborative Learning and Cognitive Assessment. In: Hancock, G.R., Samuelsen, K.M. (eds.) Advances in Latent Variable Mixture Models, pp. 217-253. Information Age Publishing (2007).
    • (2007) Advances in Latent Variable Mixture Models , pp. 217-253
    • Soller, A.1    Stevens, R.2
  • 28
    • 79951652091 scopus 로고    scopus 로고
    • Modeling dialogue structure with adjacency pair analysis and hidden markov models
    • Short Papers
    • Boyer, K.E., Phillips, R., Ha, E.Y., Wallis, M.D., Vouk, M.A., Lester, J.C.: Modeling Dialogue Structure with Adjacency Pair Analysis and Hidden Markov Models. In: NAACL HLT, Short Papers, pp. 49-52 (2009).
    • (2009) NAACL HLT , pp. 49-52
    • Boyer, K.E.1    Phillips, R.2    Ha, E.Y.3    Wallis, M.D.4    Vouk, M.A.5    Lester, J.C.6
  • 29
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • Landis, J.R., Koch, G.: The Measurement of Observer Agreement for Categorical Data. Biometrics 33, 159-174 (1977). (Pubitemid 8054849)
    • (1977) Biometrics , vol.33 , Issue.1 , pp. 159-174
    • Landis, J.R.1    Koch, G.G.2
  • 30
    • 0024610919 scopus 로고
    • A tutorial on hidden markov models and selected applications in speech recognition
    • Rabiner, L.R.: A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition. Proceedings of the IEEE 77, 257-286 (1989).
    • (1989) Proceedings of the IEEE , vol.77 , pp. 257-286
    • Rabiner, L.R.1


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