메뉴 건너뛰기




Volumn 18, Issue 1-2, 2008, Pages 45-80

Automatic detection of learner's affect from conversational cues

Author keywords

Affect detection; AutoTutor; Conversational cues; Dialogue features; Discourse markers; Human computer dialogue; Human computer interaction; Intelligent Tutoring Systems

Indexed keywords

AFFECT DETECTION; AUTOTUTORS; CONVERSATIONAL CUES; DIALOGUE FEATURES; DISCOURSE MARKERS; HUMAN COMPUTER DIALOGUE; INTELLIGENT TUTORING SYSTEMS;

EID: 38749099104     PISSN: 09241868     EISSN: 15731391     Source Type: Journal    
DOI: 10.1007/s11257-007-9037-6     Document Type: Article
Times cited : (253)

References (99)
  • 1
    • 84943271668 scopus 로고    scopus 로고
    • Adding human-provided emotional awareness to an automated reading tutor that listens
    • Berlin, Germany
    • Aist, G., Kort, B., Reilly, R., Mostow, J., Picard, R.: Adding human-provided emotional awareness to an automated reading tutor that listens. Intelligent Tutoring Systems 2002, pp. 992-993. Berlin, Germany (2002)
    • (2002) Intelligent Tutoring Systems 2002 , pp. 992-993
    • Aist, G.1    Kort, B.2    Reilly, R.3    Mostow, J.4    Picard, R.5
  • 2
    • 0036210232 scopus 로고    scopus 로고
    • An effective metacognitive strategy: Learning by doing and explaining with a computer based Cognitive Tutor
    • Aleven V. and Koedinger K.R. (2002). An effective metacognitive strategy: learning by doing and explaining with a computer based Cognitive Tutor. Cogn. Sci. 26: 147-179
    • (2002) Cogn. Sci. , vol.26 , pp. 147-179
    • Aleven, V.1    Koedinger, K.R.2
  • 3
    • 33745223505 scopus 로고    scopus 로고
    • Perceptions of emotions in expressive storytelling
    • Lisbon, Portugal
    • Alm, C.O., Sproat, R.: Perceptions of emotions in expressive storytelling. InterSpeech 2005, pp. 533-536. Lisbon, Portugal (2005)
    • (2005) InterSpeech 2005 , pp. 533-536
    • Alm, C.O.1    Sproat, R.2
  • 6
    • 4544272533 scopus 로고    scopus 로고
    • Does training on self-regulated learning facilitate students' learning with hypermedia
    • Azevedo R. and Cromley J.G. (2004). Does training on self-regulated learning facilitate students' learning with hypermedia. J. Educ. Psychol. 96: 523-535
    • (2004) J. Educ. Psychol. , vol.96 , pp. 523-535
    • Azevedo, R.1    Cromley, J.G.2
  • 8
    • 38749108114 scopus 로고    scopus 로고
    • Private emotions vs. social interaction-a data-driven approach towards analysing emotion in speech
    • doi: 10.1007/s11257-007-9039-4
    • Batliner, A., Steidl, S., Hacker, C., Nöth, E.: Private emotions vs. social interaction-a data-driven approach towards analysing emotion in speech. User Model. User-Adapt. Interact. J. Pers. Res. 18 (2008). doi: 10.1007/s11257-007-9039-4
    • (2008) User Model. User-adapt. Interact. J. Pers. Res. , vol.18
    • Batliner, A.1    Steidl, S.2    Hacker, C.3    Nöth, E.4
  • 9
    • 0036152561 scopus 로고    scopus 로고
    • Modeling multimodal expression of users affective subjective experience
    • 1
    • Bianchi-Berthouze N. and Lisetti C.L. (2002). Modeling multimodal expression of users affective subjective experience. User Model. User-Adapt. Interact. 12(1): 49-84
    • (2002) User Model. User-adapt. Interact. , vol.12 , pp. 49-84
    • Bianchi-Berthouze, N.1    Lisetti, C.L.2
  • 11
    • 0037382560 scopus 로고    scopus 로고
    • Emotions, speech, and the ASR framework
    • 1-2
    • Bosch L.T. (2003). Emotions, speech and the ASR framework. Speech Commun. 40(1-2): 213-215
    • (2003) Speech Commun. , vol.40 , pp. 213-215
    • Bosch, L.T.1
  • 12
    • 0019533414 scopus 로고
    • Mood and memory
    • 2
    • Bower G.H. (1981). Mood and memory. Am. Psychol. 36(2): 129-148
    • (1981) Am. Psychol. , vol.36 , pp. 129-148
    • Bower, G.H.1
  • 13
    • 0002964781 scopus 로고
    • The act of discovery
    • 1
    • Bruner J.S. (1961). The act of discovery. Harv. Educ. Rev. 31(1): 21-32
    • (1961) Harv. Educ. Rev. , vol.31 , pp. 21-32
    • Bruner, J.S.1
  • 15
    • 33751224822 scopus 로고
    • Convergent and discriminant validation by the multitrait-multimethod matrix
    • Campbell D.T. and Fiske D.W. (1959). Convergent and discriminant validation by the multitrait-multimethod matrix. Psychol. Bull. 56: 81-105
    • (1959) Psychol. Bull. , vol.56 , pp. 81-105
    • Campbell, D.T.1    Fiske, D.W.2
  • 16
    • 0036671692 scopus 로고    scopus 로고
    • Toward recognizing and conveying an attitude of doubt via natural language
    • 7
    • Carberry S., Lambert L. and Schroeder L. (2002). Toward recognizing and conveying an attitude of doubt via natural language. Appl. Artif. Intell. 16(7): 495-517
    • (2002) Appl. Artif. Intell. , vol.16 , pp. 495-517
    • Carberry, S.1    Lambert, L.2    Schroeder, L.3
  • 17
    • 44749084451 scopus 로고    scopus 로고
    • Use of automated facial image analysis for measurement of emotion expression
    • Coan J.A., Allen J.B. (eds.) Oxford University Press Series in Affective Science. New York, Oxford (In press)
    • Cohn, J.F., Kanade, T.: Use of automated facial image analysis for measurement of emotion expression. In: Coan J.A., Allen J.B. (eds.) The Handbook of Emotion Elicitation and Assessment. Oxford University Press Series in Affective Science. New York, Oxford (In press)
    • The Handbook of Emotion Elicitation and Assessment
    • Cohn, J.F.1    Kanade, T.2
  • 18
    • 0036671996 scopus 로고    scopus 로고
    • Probabilistic assessment of user's emotions in educational games
    • Conati C. (2002). Probabilistic assessment of user's emotions in educational games. J. Appl. Artif. Intell. 16: 555-575
    • (2002) J. Appl. Artif. Intell. , vol.16 , pp. 555-575
    • Conati, C.1
  • 19
    • 33645751270 scopus 로고    scopus 로고
    • Affect and learning: An exploratory look into the role of affect in learning
    • Craig S.D., Graesser A.C., Sullins J. and Gholson B. (2004). Affect and learning: an exploratory look into the role of affect in learning. J. Educ. Media 29: 241-250
    • (2004) J. Educ. Media , vol.29 , pp. 241-250
    • Craig, S.D.1    Graesser, A.C.2    Sullins, J.3    Gholson, B.4
  • 22
    • 84943234854 scopus 로고    scopus 로고
    • Informing the detection of students' motivational state: An empirical study
    • Berlin, Germany, Springer
    • De Vicente, A., Pain, H.: Informing the detection of students' motivational state: an empirical study. Intelligent tutoring systems 2002, pp. 933-943. Berlin, Germany, Springer (2002)
    • (2002) Intelligent Tutoring Systems 2002 , pp. 933-943
    • De Vicente, A.1    Pain, H.2
  • 24
    • 85013610638 scopus 로고    scopus 로고
    • Predicting affective states through an emote-aloud procedure from AutoTutor's mixed-initiative dialogue
    • D'Mello K.S., Craig S.D., Sullins J. and Graesser A.C. (2006). Predicting affective states through an emote-aloud procedure from AutoTutor's mixed-initiative dialogue. Int. J. Artif. Intell. Educ. 16: 3-28
    • (2006) Int. J. Artif. Intell. Educ. , vol.16 , pp. 3-28
    • D'Mello, K.S.1    Craig, S.D.2    Sullins, J.3    Graesser, A.C.4
  • 28
    • 38749118685 scopus 로고    scopus 로고
    • The relative impact of student affect on performance models in a spoken dialogue tutoring system
    • doi: 10.1007/s11257-007-9038-5
    • Forbes-Riley, K., Rotaru, M., Litman, D.: The relative impact of student affect on performance models in a spoken dialogue tutoring system. User Model. User-Adapt. Interact.: J. Pers. Res. 18 (2008). doi: 10.1007/s11257-007-9038-5
    • (2008) User Model. User-adapt. Interact.: J. Pers. Res. , vol.18
    • Forbes-Riley, K.1    Rotaru, M.2    Litman, D.3
  • 29
    • 17444372771 scopus 로고    scopus 로고
    • Positive emotions broaden the scope of attention and thought-action repertoires
    • Fredrickson B.L. and Branigan C. (2005). Positive emotions broaden the scope of attention and thought-action repertoires. Cogn. Emot. 19: 313-332
    • (2005) Cogn. Emot. , vol.19 , pp. 313-332
    • Fredrickson, B.L.1    Branigan, C.2
  • 33
  • 34
    • 0035693338 scopus 로고    scopus 로고
    • Intelligent tutoring systems with conversational dialogue.
    • 4
    • Graesser A., VanLehn K., Rosé C., Jordan P. and Harter D. (2001). Intelligent tutoring systems with conversational dialogue. AI Mag. 22(4): 39-51
    • (2001) AI Mag. , vol.22 , pp. 39-51
    • Graesser, A.1    Vanlehn, K.2    Rosé, C.3    Jordan, P.4    Harter, D.5
  • 36
    • 0141484686 scopus 로고    scopus 로고
    • How does one know whether a person understands a device? the quality of the questions the person asks when the device breaks down
    • Graesser A.C. and Olde B. (2003). How does one know whether a person understands a device? The quality of the questions the person asks when the device breaks down. J. Educ. Psychol. 95: 524-536
    • (2003) J. Educ. Psychol. , vol.95 , pp. 524-536
    • Graesser, A.C.1    Olde, B.2
  • 38
    • 28444460773 scopus 로고    scopus 로고
    • AutoTutor: An intelligent tutoring system with mixed-initiative dialogue
    • Graesser A.C., Chipman P., Haynes B.C., Olney A.: 2005a. AutoTutor: an intelligent tutoring system with mixed-initiative dialogue. IEEE Trans. Educ. 48:612-618
    • (2005) IEEE Trans. Educ. , vol.48 , pp. 612-618
    • Graesser, A.C.1    Chipman, P.2    Haynes, B.C.3    Olney, A.4
  • 41
    • 85145524261 scopus 로고    scopus 로고
    • Using LSA in AutoTutor: Learning through mixed initiative dialogue in natural language
    • Erlbaum Mahwah, NJ
    • Graesser A.C., Penumatsa P., Ventura M., Cai Z. and Hu X. (2007). Using LSA in AutoTutor: learning through mixed initiative dialogue in natural language. In: Landauer, T., McNamara, D., Dennis, S., and Kintsch, W. (eds) Handbook of Latent Semantic Analysis, pp 243-262. Erlbaum, Mahwah, NJ
    • (2007) Handbook of Latent Semantic Analysis , pp. 243-262
    • Graesser, A.C.1    Penumatsa, P.2    Ventura, M.3    Cai, Z.4    Hu, X.5
  • 43
    • 33749580033 scopus 로고    scopus 로고
    • Robust recognition of emotion from speech
    • IVA 2006 Springer-Verlag, Berlin, Heidelberg
    • Hoque, M.E., Yeasin, M., Louwerse, M.M. (2006) Robust Recognition of Emotion from Speech. IVA 2006, LNAI 4133, pp. 42-53. Springer-Verlag, Berlin, Heidelberg (2006)
    • (2006) LNAI , vol.4133 , pp. 42-53
    • Hoque, M.E.1    Yeasin, M.2    Louwerse, M.M.3
  • 44
    • 0036152127 scopus 로고    scopus 로고
    • Assessment of user affective and belief states for interface adaptation: Application to an Air Force pilot task
    • 1
    • Hudlicka E. and McNeese D. (2002). Assessment of user affective and belief states for interface adaptation: application to an Air Force pilot task. User Model. User-Adapt. Interact. 12(1): 1-47
    • (2002) User Model. User-Adapt. Interact. , vol.12 , pp. 1-47
    • Hudlicka, E.1    McNeese, D.2
  • 47
    • 0036473090 scopus 로고    scopus 로고
    • This computer responds to user frustration-Theory, design, and results
    • 2
    • Klein J., Moon Y. and Picard R. (2002). This computer responds to user frustration-Theory, design, and results. Interac. Comput. 14(2): 119-140
    • (2002) Interac. Comput. , vol.14 , pp. 119-140
    • Klein, J.1    Moon, Y.2    Picard, R.3
  • 50
    • 0040437042 scopus 로고    scopus 로고
    • Chaotic resonance: Methods and applications for robust classification of noisy and variable patterns
    • Kozma R. and Freeman W.J. (2001). Chaotic resonance: methods and applications for robust classification of noisy and variable patterns. Int. J. Bifurcat. Chaos 11: 1607-1629
    • (2001) Int. J. Bifurcat. Chaos , vol.11 , pp. 1607-1629
    • Kozma, R.1    Freeman, W.J.2
  • 51
    • 0000600219 scopus 로고    scopus 로고
    • A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge
    • Landauer T.K. and Dumais S.T. (1997). A solution to Plato's problem: the latent semantic analysis theory of acquisition, induction and representation of knowledge. Psychol. Rev. 104: 211-240
    • (1997) Psychol. Rev. , vol.104 , pp. 211-240
    • Landauer, T.K.1    Dumais, S.T.2
  • 64
    • 38749138473 scopus 로고    scopus 로고
    • Modeling self-efficacy in intelligent tutoring systems: An inductive approach
    • doi: 10.1007/s11257-007-9040-y
    • McQuiggan, S., Mott, B., Lester, J.: Modeling self-efficacy in intelligent tutoring systems: an inductive approach. User Model. User-Adapt. Interact. J. Pers. Res. 18 (2008). doi: 10.1007/s11257-007-9040-y
    • (2008) User Model. User-adapt. Interact. J. Pers. Res. , vol.18
    • McQuiggan, S.1    Mott, B.2    Lester, J.3
  • 65
    • 21344459567 scopus 로고    scopus 로고
    • Children who do well in school: Individual differences in perceived competence and autonomy in above-average children
    • Miserandino M. (1996). Children who do well in school: Individual differences in perceived competence and autonomy in above-average children. J. Educ. Psychol. 88: 203-214
    • (1996) J. Educ. Psychol. , vol.88 , pp. 203-214
    • Miserandino, M.1
  • 72
    • 85046521391 scopus 로고
    • What motivates children's behavior and emotion? Joint effects of perceived control and autonomy in the academic domain
    • Patrick B., Skinner E. and Connell J. (1993). What motivates children's behavior and emotion? Joint effects of perceived control and autonomy in the academic domain. J. Pers. Soc. Psychol. 65: 781-791
    • (1993) J. Pers. Soc. Psychol. , vol.65 , pp. 781-791
    • Patrick, B.1    Skinner, E.2    Connell, J.3
  • 73
    • 84943259050 scopus 로고    scopus 로고
    • Tutoring research group human or computer? AutoTutor in a bystander turing test
    • Cerri S.A., Gouarderes G., Paraguacu F. (eds.) Springer, Berlin, Germany
    • Person N.K., Graesser A.C., Tutoring Research Group Human or computer? AutoTutor in a bystander Turing test. In: Cerri S.A., Gouarderes G., Paraguacu F. (eds.) Intelligent Tutoring Systems. pp. 821-830. Springer, Berlin, Germany (2002)
    • (2002) Intelligent Tutoring Systems , pp. 821-830
    • Person, N.K.1    Graesser, A.C.2
  • 75
    • 0035481502 scopus 로고    scopus 로고
    • Toward machine emotional intelligence: Analysis of affective physiological state
    • 10
    • Picard R.W., Vyzas E. and Healey J. (2001). Toward machine emotional intelligence: analysis of affective physiological state. IEEE Trans. Pattern Anal. Mach. Intell. 23(10): 1175-1191
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell. , vol.23 , pp. 1175-1191
    • Picard, R.W.1    Vyzas, E.2    Healey, J.3
  • 76
    • 17044405844 scopus 로고    scopus 로고
    • The empathic companion: A character-based interface that addresses users' affective states
    • 3,4
    • Prendinger H. and Ishizuka M. (2005). The empathic companion: a character-based interface that addresses users' affective states. Int. J. Appl. Artif. Intell. 19(3,4): 267-285
    • (2005) Int. J. Appl. Artif. Intell. , vol.19 , pp. 267-285
    • Prendinger, H.1    Ishizuka, M.2
  • 80
    • 33750742424 scopus 로고    scopus 로고
    • Deeper natural language processing for evaluating student answers in intelligent tutoring systems
    • AAAI, Menlo Park, CA
    • Rus, V., Graesser, A.C.: Deeper natural language processing for evaluating student answers in intelligent tutoring systems. Proceedings of the American Association of Artificial Intelligence, pp. 1495-1600. AAAI, Menlo Park, CA (2006)
    • (2006) Proceedings of the American Association of Artificial Intelligence , pp. 1495-1600
    • Rus, V.1    Graesser, A.C.2
  • 81
    • 85009391455 scopus 로고    scopus 로고
    • Core affect and the psychological construction of emotion
    • Russell J.A. (2003). Core affect and the psychological construction of emotion. Psychol. Rev. 110: 145-172
    • (2003) Psychol. Rev. , vol.110 , pp. 145-172
    • Russell, J.A.1
  • 82
    • 0036472873 scopus 로고    scopus 로고
    • Frustrating the user on purpose: A step toward building an affective computer
    • 2
    • Scheirer J., Fernandez R., Klein J. and Picard R. (2002). Frustrating the user on purpose: a step toward building an affective computer. Interact. Comput. 14(2): 93-118
    • (2002) Interact. Comput. , vol.14 , pp. 93-118
    • Scheirer, J.1    Fernandez, R.2    Klein, J.3    Picard, R.4
  • 83
    • 21244440663 scopus 로고    scopus 로고
    • The processing of affectively valenced stimuli: The role of surprise
    • Schutzwohl A and Borgstedt K. (2005). The processing of affectively valenced stimuli: the role of surprise. Cogn. Emot. 19: 583-600
    • (2005) Cogn. Emot. , vol.19 , pp. 583-600
    • Schutzwohl, A.1    Borgstedt, K.2
  • 84
    • 0009333198 scopus 로고
    • Pandemonium: A Paradigm for learning
    • Her Majesty's Stationary Office, London
    • Selfridge, O.G.: Pandemonium: A Paradigm for learning. Symposium on the Mechanization of Thought Processes, pp. 511-531. Her Majesty's Stationary Office, London (1959)
    • (1959) Symposium on the Mechanization of Thought Processes , pp. 511-531
    • Selfridge, O.G.1
  • 87
    • 0036829704 scopus 로고    scopus 로고
    • Can positive affect induce self-focused attention? Methodological and measurement issues
    • Silvia P. and Abele A. (2002). Can positive affect induce self-focused attention? Methodological and measurement issues. Cogn. Emot. 16: 845-853
    • (2002) Cogn. Emot. , vol.16 , pp. 845-853
    • Silvia, P.1    Abele, A.2
  • 96
    • 1442324054 scopus 로고    scopus 로고
    • Preparing computers for affective communication: A psychophysiological concept and preliminary results
    • 4
    • Whang M.C., Lim J.S. and Boucsein W. (2003). Preparing computers for affective communication: a psychophysiological concept and preliminary results. Hum. Factors 45(4): 623-634
    • (2003) Hum. Factors , vol.45 , pp. 623-634
    • Whang, M.C.1    Lim, J.S.2    Boucsein, W.3
  • 99
    • 38749153225 scopus 로고    scopus 로고
    • Entertainment capture through heart rate activity in physical interactive playgrounds
    • doi: 10.1007/s11257-007-9036-7
    • Yannakakis, G., Hallam, J., Lund, H.: Entertainment capture through heart rate activity in physical interactive playgrounds. User Model. User-Adapt. Interact. J. Pers. Res. 18 (2008). doi: 10.1007/s11257-007-9036-7
    • (2008) User Model. User-adapt. Interact. J. Pers. Res. , vol.18
    • Yannakakis, G.1    Hallam, J.2    Lund, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.