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Volumn 20, Issue 2, 2010, Pages 147-187

Multimodal semi-automated affect detection from conversational cues, gross body language, and facial features

Author keywords

Affective computing; AutoTutor; Conversational cues; Facial features; Gross body language; Human computer interaction; Multimodal affect detection; Superadditivity

Indexed keywords

AFFECT DETECTION; AFFECTIVE COMPUTING; BODY LANGUAGE; FACIAL FEATURE; MULTI-MODAL; SUPERADDITIVITY;

EID: 77954089820     PISSN: 09241868     EISSN: 15731391     Source Type: Journal    
DOI: 10.1007/s11257-010-9074-4     Document Type: Article
Times cited : (246)

References (118)
  • 2
  • 4
    • 24144463241 scopus 로고    scopus 로고
    • How should a theory of learning and cognition inform instruction?
    • A. Healy (eds). American Psychological Association Washington, DC. 10.1037/10895-004
    • Anderson J., Douglass S., Qin Y.: How should a theory of learning and cognition inform instruction?. In: Healy, A. (eds) Experimental Cognitive Ppsychology and it's Applications, pp. 47-58. American Psychological Association, Washington, DC (2005)
    • (2005) Experimental Cognitive Ppsychology and It's Applications , pp. 47-58
    • Anderson, J.1    Douglass, S.2    Qin, Y.3
  • 8
    • 76649103360 scopus 로고    scopus 로고
    • Better to be frustrated than bored: The incidence and persistence of affect during interactions with three different computer-based learning environments
    • 10.1016/j.ijhcs.2009.12.003
    • R. Baker S. D'Mello M. Rodrigo A. Graesser 2010 Better to be frustrated than bored: The incidence and persistence of affect during interactions with three different computer-based learning environments Int. J. Hum.-Comput. Stud. 68 4 223 241 10.1016/j.ijhcs.2009.12.003
    • (2010) Int. J. Hum.-Comput. Stud. , vol.68 , Issue.4 , pp. 223-241
    • Baker, R.1    D'Mello, S.2    Rodrigo, M.3    Graesser, A.4
  • 9
    • 0030093965 scopus 로고    scopus 로고
    • Acoustic profiles in vocal emotion expression
    • 10.1037/0022-3514.70.3.614
    • R. Banse K. Scherer 1996 Acoustic profiles in vocal emotion expression J. Pers. Soc. Psychol. 70 614 636 10.1037/0022-3514.70.3.614
    • (1996) J. Pers. Soc. Psychol. , vol.70 , pp. 614-636
    • Banse, R.1    Scherer, K.2
  • 10
    • 84993813877 scopus 로고    scopus 로고
    • Are emotions natural kinds?
    • 10.1111/j.1745-6916.2006.00003.x
    • L. Barrett 2006 Are emotions natural kinds? Perspect. Psychol. Sci. 1 28 58 10.1111/j.1745-6916.2006.00003.x
    • (2006) Perspect. Psychol. Sci. , vol.1 , pp. 28-58
    • Barrett, L.1
  • 11
    • 33847022315 scopus 로고    scopus 로고
    • The experience of emotion
    • 10.1146/annurev.psych.58.110405.085709
    • L. Barrett B. Mesquita K. Ochsner J. Gross 2007 The experience of emotion Ann. Rev. Psychol. 58 373 403 10.1146/annurev.psych.58.110405.085709
    • (2007) Ann. Rev. Psychol. , vol.58 , pp. 373-403
    • Barrett, L.1    Mesquita, B.2    Ochsner, K.3    Gross, J.4
  • 13
    • 0019533414 scopus 로고
    • Mood and memory
    • 10.1037/0003-066X.36.2.129
    • G. Bower 1981 Mood and memory Am. Psychol. 36 129 148 10.1037/0003-066X.36.2.129
    • (1981) Am. Psychol. , vol.36 , pp. 129-148
    • Bower, G.1
  • 15
    • 0011718141 scopus 로고
    • Oxford Pergamon Press Oxford
    • Bull P.: Posture and Gesture. Oxford Pergamon Press, Oxford (1987)
    • (1987) Posture and Gesture
    • Bull, P.1
  • 16
    • 34547983512 scopus 로고    scopus 로고
    • Gender-specific approaches to developing emotionally intelligent learning companions
    • DOI 10.1109/MIS.2007.69
    • W. Burleson R. Picard 2007 Evidence for gender specific approaches to the development of emotionally intelligent learning companions IEEE Intell. Syst. 22 62 69 10.1109/MIS.2007.69 (Pubitemid 47274707)
    • (2007) IEEE Intelligent Systems , vol.22 , Issue.4 , pp. 62-69
    • Burleson, W.1    Picard, R.W.2
  • 18
    • 57049146237 scopus 로고    scopus 로고
    • Automated analysis of body movement in emotionally expressive piano performances
    • 10.1525/mp.2008.26.2.103
    • G. Castellano M. Mortillaro A. Camurri G. Volpe K. Scherer 2008 Automated analysis of body movement in emotionally expressive piano performances Music Percept. 26 103 119 10.1525/mp.2008.26.2.103
    • (2008) Music Percept. , vol.26 , pp. 103-119
    • Castellano, G.1    Mortillaro, M.2    Camurri, A.3    Volpe, G.4    Scherer, K.5
  • 20
    • 41449089865 scopus 로고    scopus 로고
    • Observing tutorial dialogues collaboratively: Insights about human tutoring effectiveness from vicarious learning
    • 10.1080/03640210701863396
    • M. Chi M. Roy R. Hausmann 2008 Observing tutorial dialogues collaboratively: Insights about human tutoring effectiveness from vicarious learning Cogn. Sci. 32 301 341 10.1080/03640210701863396
    • (2008) Cogn. Sci. , vol.32 , pp. 301-341
    • Chi, M.1    Roy, M.2    Hausmann, R.3
  • 21
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • 10.1177/001316446002000104
    • J. Cohen 1960 A coefficient of agreement for nominal scales Educ. Psychol. Meas. 20 37 46 10.1177/001316446002000104
    • (1960) Educ. Psychol. Meas. , vol.20 , pp. 37-46
    • Cohen, J.1
  • 22
    • 15744378497 scopus 로고    scopus 로고
    • The timing of facial motion in posed and spontaneous smiles
    • 10.1142/S021969130400041X 2065523
    • J. Cohn K. Schmidt 2004 The timing of facial motion in posed and spontaneous smiles Int. J. Wavelets Multiresolut. Inf. Process. 2 1 12 10.1142/S021969130400041X 2065523
    • (2004) Int. J. Wavelets Multiresolut. Inf. Process. , vol.2 , pp. 1-12
    • Cohn, J.1    Schmidt, K.2
  • 23
    • 0036671996 scopus 로고    scopus 로고
    • Probabilistic assessment of user's emotions in educational games
    • DOI 10.1080/08839510290030390
    • C. Conati 2002 Probabilistic assessment of user's emotions in educational games Appl. Artif. Intell. 16 555 575 10.1080/08839510290030390 (Pubitemid 35019458)
    • (2002) Applied Artificial Intelligence , vol.16 , Issue.7-8 , pp. 555-575
    • Conati, C.1
  • 24
    • 68149100832 scopus 로고    scopus 로고
    • Empirically building and evaluating a probabilistic model of user affect
    • 10.1007/s11257-009-9062-8
    • C. Conati H. Maclaren 2009 Empirically building and evaluating a probabilistic model of user affect User Model. User-Adapt. Interact. 19 267 303 10.1007/s11257-009-9062-8
    • (2009) User Model. User-Adapt. Interact. , vol.19 , pp. 267-303
    • Conati, C.1    MacLaren, H.2
  • 25
    • 38749149880 scopus 로고    scopus 로고
    • Emotions during learning: The first step toward an affect sensitive intelligent tutoring system
    • Orlando, Florida
    • Craig, S., D'Mello, S., Witherspoon, A., Sullins, J., Graesser, A.: Emotions during learning: the first step toward an affect sensitive intelligent tutoring system. In: International conference on eLearning, Orlando, Florida, pp. 284-288 (2004)
    • (2004) International Conference on ELearning , pp. 284-288
    • Craig, S.1    D'Mello, S.2    Witherspoon, A.3    Sullins, J.4    Graesser, A.5
  • 26
    • 47249086892 scopus 로고    scopus 로고
    • Emote aloud during learning with AutoTutor: Applying the Facial Action Coding System to cognitive - Affective states during learning
    • DOI 10.1080/02699930701516759, PII 788216254
    • S. Craig S. D'Mello A. Witherspoon A. Graesser 2008 Emote aloud during learning with AutoTutor: applying the facial action coding system to cognitive-affective states during learning Cogn. Emot. 22 777 788 10.1080/02699930701516759 (Pubitemid 351983084)
    • (2008) Cognition and Emotion , vol.22 , Issue.5 , pp. 777-788
    • Craig, S.D.1    D'Mello, S.2    Witherspoon, A.3    Graesser, A.4
  • 28
    • 85013610638 scopus 로고    scopus 로고
    • Predicting affective states expressed through an emote-aloud procedure from AutoTutor's mixed-initiative dialogue
    • S. D'Mello S. Craig J. Sullins A. Graesser 2006 Predicting affective states expressed 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, S.1    Craig, S.2    Sullins, J.3    Graesser, A.4
  • 29
    • 34547984226 scopus 로고    scopus 로고
    • Toward an affect-sensitive autotutor
    • DOI 10.1109/MIS.2007.79
    • S. D'Mello R. Picard A. Graesser 2007 Towards an affect-sensitive AutoTutor Intelligent Systems, IEEE 22 53 61 10.1109/MIS.2007.79 (Pubitemid 47274706)
    • (2007) IEEE Intelligent Systems , vol.22 , Issue.4 , pp. 53-61
    • D'Mello, S.1    Graesser, A.2    Picard, R.W.3
  • 33
    • 60649093489 scopus 로고    scopus 로고
    • Automatic detection of learners' affect from gross body language
    • 10.1080/08839510802631745
    • S. D'Mello A. Graesser 2009 Automatic detection of learners' affect from gross body language Appl. Artif. Intell. 23 123 150 10.1080/08839510802631745
    • (2009) Appl. Artif. Intell. , vol.23 , pp. 123-150
    • D'Mello, S.1    Graesser, A.2
  • 34
    • 77954085445 scopus 로고    scopus 로고
    • Multi-method assessment of affective experience and expression during deep learning
    • 10.1504/IJLT.2009.028805
    • S. D'Mello S. Craig A. Graesser 2009 Multi-method assessment of affective experience and expression during deep learning Int. J. Learn. Technol. 4 165 187 10.1504/IJLT.2009.028805
    • (2009) Int. J. Learn. Technol. , vol.4 , pp. 165-187
    • D'Mello, S.1    Craig, S.2    Graesser, A.3
  • 36
    • 73149111062 scopus 로고    scopus 로고
    • Cohesion relationships in tutorial dialogue as predictors of affective states
    • Dimitrova V., Mizoguchi R., du Boulay B., Graesser A. (eds.) Amsterdam
    • D'Mello, S., Dowell, N., Graesser, A.: Cohesion relationships in tutorial dialogue as predictors of affective states. In: Dimitrova V., Mizoguchi R., du Boulay B., Graesser A. (eds.) 14th International conference on artificial intelligence in education IOS Press, Amsterdam, pp. 9-16 (2009)
    • (2009) 14th International Conference on Artificial Intelligence in Education IOS Press , pp. 9-16
    • D'Mello, S.1    Dowell, N.2    Graesser, A.3
  • 38
    • 0030830419 scopus 로고    scopus 로고
    • Sensor fusion potential exploitation: Innovative architectures and illustrative approaches
    • 10.1109/5.554206
    • B. Dasarathy 1997 Sensor fusion potential exploitation: innovative architectures and illustrative approaches IEEE 85 24 38 10.1109/5.554206
    • (1997) IEEE , vol.85 , pp. 24-38
    • Dasarathy, B.1
  • 39
    • 77956320788 scopus 로고    scopus 로고
    • Cognitive evaluations and intuitive appraisals: Can emotion models handle them both?
    • Springer, Berlin (in press)
    • de Rosis, F., Castelfranchi, C., Goldie, P., Carofiglio, V.: Cognitive evaluations and intuitive appraisals: can emotion models handle them both? HUMAINE Handbook. Springer, Berlin (in press)
    • HUMAINE Handbook
    • De Rosis, F.1    Castelfranchi, C.2    Goldie, P.3    Carofiglio, V.4
  • 40
    • 84943234854 scopus 로고    scopus 로고
    • Informing the detection of the students' motivational state: An empirical study
    • S. A. Cerri G. Gouarderes F. Paraguacu (eds). San Sebastian Spain
    • De Vicente A., Pain H.: Informing the detection of the students' motivational state: An empirical study. In: Cerri, S. A., Gouarderes, G., Paraguacu, F. (eds) 6th International conference on intelligent tutoring systems, pp. 933-943. San Sebastian, Spain (2002)
    • (2002) 6th International Conference on Intelligent Tutoring Systems , pp. 933-943
    • De Vicente, A.1    Pain, H.2
  • 41
    • 33645973956 scopus 로고    scopus 로고
    • Opportunities for new "smart" learning environments enabled by next-generation web capabilities
    • P. Dodds J. Fletcher 2004 Opportunities for new "smart" learning environments enabled by next-generation web capabilities J. Educ. Multimed. Hypermed. 13 391 404
    • (2004) J. Educ. Multimed. Hypermed. , vol.13 , pp. 391-404
    • Dodds, P.1    Fletcher, J.2
  • 42
    • 0002507590 scopus 로고
    • Expression and the nature of emotion
    • K. Scherer P. Ekman (eds). Erlbaum Hillsdale, NJ
    • Ekman P.: Expression and the nature of emotion. In: Scherer, K., Ekman, P. (eds) Approaches to Emotion, pp. 319-344. Erlbaum, Hillsdale, NJ (1984)
    • (1984) Approaches to Emotion , pp. 319-344
    • Ekman, P.1
  • 43
    • 84889960454 scopus 로고
    • An Argument for basic emotions
    • 10.1080/02699939208411068
    • P. Ekman 1992 An Argument for basic emotions Cogn. Emot. 6 169 200 10.1080/02699939208411068
    • (1992) Cogn. Emot. , vol.6 , pp. 169-200
    • Ekman, P.1
  • 45
    • 84947389309 scopus 로고
    • Nonverbal leakage and clues to deception
    • P. Ekman W. Friesen 1969 Nonverbal leakage and clues to deception Psychiatry 32 88 105
    • (1969) Psychiatry , vol.32 , pp. 88-105
    • Ekman, P.1    Friesen, W.2
  • 48
    • 0025380528 scopus 로고
    • The Duchenne smile-emotional expression and brain physiology
    • 10.1037/0022-3514.58.2.342
    • P. Ekman W. Friesen R. Davidson 1990 The Duchenne smile-emotional expression and brain physiology. 2 J. Pers. Soc. Psychol. 58 342 353 10.1037/0022-3514.58.2.342
    • (1990) J. Pers. Soc. Psychol. , vol.58 , pp. 342-353
    • Ekman, P.1    Friesen, W.2    Davidson, R.3
  • 51
    • 38749118685 scopus 로고    scopus 로고
    • The relative impact of student affect on performance models in a spoken dialogue tutoring system
    • 10.1007/s11257-007-9038-5
    • K. Forbes-Riley M. Rotaru D. Litman 2008 The relative impact of student affect on performance models in a spoken dialogue tutoring system User Model. User-Adapt. Interact. 18 11 43 10.1007/s11257-007-9038-5
    • (2008) User Model. User-Adapt. Interact. , vol.18 , pp. 11-43
    • Forbes-Riley, K.1    Rotaru, M.2    Litman, D.3
  • 52
    • 84944328858 scopus 로고    scopus 로고
    • Andes: A coached problem solving environment for physics
    • G. Gauthier C. Frasson K. VanLehn (eds). Springer Berlin/Heidelberg
    • Gertner A., VanLehn K.: Andes: a coached problem solving environment for physics. In: Gauthier, G., Frasson, C., VanLehn, K. (eds) International conference on intelligent tutoring systems, pp. 133-142. Springer, Berlin/Heidelberg (2000)
    • (2000) International Conference on Intelligent Tutoring Systems , pp. 133-142
    • Gertner, A.1    Vanlehn, K.2
  • 55
    • 28444460773 scopus 로고    scopus 로고
    • Auto tutor: An intelligent tutoring system with mixed-initiative dialogue
    • DOI 10.1109/TE.2005.856149
    • A. Graesser P. Chipman B. Haynes A. Olney 2005 AutoTutor: an intelligent tutoring system with mixed-initiative dialogue IEEE Transac. Educ. 48 612 618 10.1109/TE.2005.856149 (Pubitemid 41723893)
    • (2005) IEEE Transactions on Education , vol.48 , Issue.4 , pp. 612-618
    • Graesser, A.C.1    Chipman, P.2    Haynes, B.C.3    Olney, A.4
  • 56
    • 33144481491 scopus 로고    scopus 로고
    • Scaffolding deep comprehension strategies through Point&Query, AutoTutor, and iSTART
    • DOI 10.1207/s15326985ep4004-4
    • A. Graesser D. McNamara K. VanLehn 2005 Scaffolding deep comprehension strategies through PointandQuery, AutoTutor, and iSTART Educ. Psychol. 40 225 234 10.1207/s15326985ep4004-4 (Pubitemid 43266591)
    • (2005) Educational Psychologist , vol.40 , Issue.4 , pp. 225-234
    • Graesser, A.C.1    McNamara, D.S.2    VanLehn, K.3
  • 58
    • 85145524261 scopus 로고    scopus 로고
    • Using LSA in AutoTutor: Learning through mixed-initiative dialogue in natural language
    • T. Landauer D. McNamara S. Dennis W. Kintsch (eds). Erlbaum Mahwah, NJ
    • Graesser A., Penumatsa P., Ventura M., Cai Z., Hu X.: Using LSA in AutoTutor: learning through mixed-initiative dialogue in natural language. In: Landauer, T., McNamara, D., Dennis, S., Kintsch, W. (eds) Handbook of Latent Semantic Analysis, pp. 243-262. Erlbaum, Mahwah, NJ (2007)
    • (2007) Handbook of Latent Semantic Analysis , pp. 243-262
    • Graesser, A.1    Penumatsa, P.2    Ventura, M.3    Cai, Z.4    Hu, X.5
  • 59
    • 0017280570 scopus 로고
    • Analysis and selection of variables in linear regression
    • 0328.62042 10.2307/2529336 398008
    • R. Hocking 1976 Analysis and selection of variables in linear regression Biometrics 32 1 49 0328.62042 10.2307/2529336 398008
    • (1976) Biometrics , vol.32 , pp. 1-49
    • Hocking, R.1
  • 61
    • 0036152127 scopus 로고    scopus 로고
    • Assessment of user affective and belief states for interface adaptation: Application to an Air Force pilot task
    • DOI 10.1023/A:1013337427135, User Modeling and Adaptation in Affective Computing (Part II)
    • E. Hudlicka M. McNeese 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 47 1030.68703 10.1023/A:1013337427135 (Pubitemid 34109557)
    • (2002) User Modelling and User-Adapted Interaction , vol.12 , Issue.1 , pp. 1-47
    • Hudlicka, E.1    McNeese, M.D.2
  • 62
    • 34548206204 scopus 로고    scopus 로고
    • Multimodal human-computer interaction: A survey
    • DOI 10.1016/j.cviu.2006.10.019, PII S1077314206002335, Vision for Human-Computer Interaction
    • A. Jaimes N. Sebe 2007 Multimodal human-computer interaction: a survey Comput. Vis. Image Underst. 108 116 134 10.1016/j.cviu.2006.10.019 (Pubitemid 47333395)
    • (2007) Computer Vision and Image Understanding , vol.108 , Issue.1-2 , pp. 116-134
    • Jaimes, A.1    Sebe, N.2
  • 63
    • 0000191372 scopus 로고    scopus 로고
    • Vocal communication of emotion
    • M. Lewis J. Haviland-Jones (eds). 2 Guilford Press New York
    • Johnstone T., Scherer K.: Vocal communication of emotion. In: Lewis, M., Haviland-Jones, J. (eds) Handbook of emotions (2nd edn.), pp. 220-235. Guilford Press, New York (2000)
    • (2000) Handbook of Emotions , pp. 220-235
    • Johnstone, T.1    Scherer, K.2
  • 67
    • 0012888303 scopus 로고    scopus 로고
    • Facial expression of emotion
    • R. Lewis J. M. Haviland-Jones (eds). 2 Guilford New York
    • Keltner D., Ekman P.: Facial expression of emotion. In: Lewis, R., Haviland-Jones, J. M. (eds) Handbook of Emotions (2nd edn.), pp. 236-264. Guilford, New York (2000)
    • (2000) Handbook of Emotions , pp. 236-264
    • Keltner, D.1    Ekman, P.2
  • 70
    • 34548554824 scopus 로고    scopus 로고
    • Cognitive tutors: Technology bringing learning sciences to the classroom
    • R.K. Sawyer (eds). Cambridge University Press New York, NY
    • Koedinger K., Corbett A.: Cognitive tutors: technology bringing learning sciences to the classroom. In: Sawyer, R.K. (eds) The Cambridge Handbook of the Learning Sciences, pp. 61-78. Cambridge University Press, New York, NY (2006)
    • (2006) The Cambridge Handbook of the Learning Sciences , pp. 61-78
    • Koedinger, K.1    Corbett, A.2
  • 71
    • 84894148033 scopus 로고    scopus 로고
    • An affective model of interplay between emotions and learning: Reengineering educational pedagogy-building a learning companion
    • Wisconsin
    • Kort, B., Reilly, R., Picard, R.: An affective model of interplay between emotions and learning: reengineering educational pedagogy-building a learning companion. In: IEEE international conference on advanced learning technologies, Madison, Wisconsin (2001)
    • (2001) IEEE International Conference on Advanced Learning Technologies, Madison
    • Kort, B.1    Reilly, R.2    Picard, R.3
  • 72
    • 0000600219 scopus 로고    scopus 로고
    • A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge
    • 10.1037/0033-295X.104.2.211
    • T. Landauer S. Dumais 1997 A solution to Plato's problem: the latent semantic analysis theory of acquisition, induction, and representation of knowledge Psychol. Rev. 104 211 240 10.1037/0033-295X.104.2.211
    • (1997) Psychol. Rev. , vol.104 , pp. 211-240
    • Landauer, T.1    Dumais, S.2
  • 73
    • 85073157100 scopus 로고    scopus 로고
    • T. Landauer D. McNamara S. Dennis W. Kintsch (eds). Erlbaum Mahwah, NJ
    • Landauer, T., McNamara, D., Dennis, S., Kintsch, W. (eds): Handbook of Latent Semantic Analysis. Erlbaum, Mahwah, NJ (2007)
    • (2007) Handbook of Latent Semantic Analysis
  • 74
    • 34547833445 scopus 로고    scopus 로고
    • T. Landauer D. McNamara S. Dennis W. Kintsch (eds). Erlbaum Mahwah, NJ
    • Landauer, T., McNamara, D., Dennis, S., Kintsch, W. (eds): Handbook of Latent Semantic Analysis. Erlbaum, Mahwah, NJ (2008)
    • (2008) Handbook of Latent Semantic Analysis
  • 77
    • 70349860114 scopus 로고    scopus 로고
    • What are you feeling? Investigating student affective states during expert human tutoring sessions
    • B. Woolf E. Aimeur N. Nkambou S. Lajoie (eds). Montreal Canada
    • Lehman B., Matthews M., D'Mello S., Person N.: What are you feeling? Investigating student affective states during expert human tutoring sessions. In: Woolf, B., Aimeur, E., Nkambou, N., Lajoie, S. (eds) 9th International conference on intelligent tutoring systems, pp. 50-59. Montreal, Canada (2008)
    • (2008) 9th International Conference on Intelligent Tutoring Systems , pp. 50-59
    • Lehman, B.1    Matthews, M.2    D'Mello, S.3    Person, N.4
  • 78
    • 33745195010 scopus 로고    scopus 로고
    • Using Context to Improve Emotion Detection in Spoken Dialog Systems
    • Lisbon, Portugal
    • Liscombe, J., Riccardi, G., Hakkani-Tü, D.: Using Context to Improve Emotion Detection in Spoken Dialog Systems. In: 9th European conference on speech communication and technology, Lisbon, Portugal (2005)
    • (2005) 9th European Conference on Speech Communication and Technology
    • Liscombe, J.1
  • 80
    • 63149190347 scopus 로고    scopus 로고
    • Technology for just-in-time in-situ learning of facial affect for persons diagnosed with an autism spectrum disorder
    • Halifax, Canada
    • Madsen, M., el Kaliouby, R., Goodwin, M., Picard, R.: Technology for just-in-time in-situ learning of facial affect for persons diagnosed with an autism spectrum disorder. In: 10th ACM conference on computers and accessibility. Halifax, Canada (2008)
    • (2008) 10th ACM Conference on Computers and Accessibility
    • Madsen, M.1    El Kaliouby, R.2    Goodwin, M.3    Picard, R.4
  • 83
    • 0003770936 scopus 로고    scopus 로고
    • Natural communication with information systems
    • 10.1109/5.880088
    • I. Marsic A. Medl J. Flanagan 2000 Natural communication with information systems IEEE 88 1354 1366 10.1109/5.880088
    • (2000) IEEE , vol.88 , pp. 1354-1366
    • Marsic, I.1    Medl, A.2    Flanagan, J.3
  • 84
    • 70349856493 scopus 로고    scopus 로고
    • Facial features for affective state detection in learning environments
    • D. McNamara G. Trafton (eds). Cognitive Science Society Austin, TX
    • McDaniel B., D'Mello S., King B., Chipman P., Tapp K., Graesser A.: Facial features for affective state detection in learning environments. In: McNamara, D., Trafton, G. (eds) 29th Annual meeting of the cognitive science society, pp. 467-472. Cognitive Science Society, Austin, TX (2007)
    • (2007) 29th Annual Meeting of the Cognitive Science Society , pp. 467-472
    • McDaniel, B.1    D'Mello, S.2    King, B.3    Chipman, P.4    Tapp, K.5    Graesser, A.6
  • 85
    • 38749138473 scopus 로고    scopus 로고
    • Modeling self-efficacy in intelligent tutoring systems: An inductive approach
    • 10.1007/s11257-007-9040-y
    • S. McQuiggan B. Mott J. Lester 2008 Modeling self-efficacy in intelligent tutoring systems: an inductive approach User Model. User-Adapt. Interact. 18 81 123 10.1007/s11257-007-9040-y
    • (2008) User Model. User-Adapt. Interact. , vol.18 , pp. 81-123
    • McQuiggan, S.1    Mott, B.2    Lester, J.3
  • 87
    • 40949133628 scopus 로고    scopus 로고
    • Pupil detection and tracking using multiple light sources. In: Workshop on advances in facial image analysis and recognition technology
    • Freiburg, June
    • Morimoto, C., Koons, D., Amir, A., Flickner, M.: Pupil detection and tracking using multiple light sources. In: Workshop on advances in facial image analysis and recognition technology, Fifth European Conference on Computer Vision (ECCV'98), Freiburg, June 1998
    • (1998) Fifth European Conference on Computer Vision (ECCV'98)
    • Morimoto, C.1    Koons, D.2    Amir, A.3    Flickner, M.4
  • 88
    • 0000604540 scopus 로고
    • Exogenous, endogenous, and dialectical constructivism
    • 10.1016/0273-2297(82)90019-3
    • D. Moshman 1982 Exogenous, endogenous, and dialectical constructivism Dev. Rev. 2 371 384 10.1016/0273-2297(82)90019-3
    • (1982) Dev. Rev. , vol.2 , pp. 371-384
    • Moshman, D.1
  • 89
    • 0028476345 scopus 로고
    • How might people interact with agents
    • 10.1145/176789.176796
    • D. Norman 1994 How might people interact with agents Commun. ACM 37 68 71 10.1145/176789.176796
    • (1994) Commun. ACM , vol.37 , pp. 68-71
    • Norman, D.1
  • 91
    • 0025459004 scopus 로고
    • What's basic about basic emotions
    • 10.1037/0033-295X.97.3.315
    • A. Ortony T. Turner 1990 What's basic about basic emotions Psychol. Rev. 97 315 331 10.1037/0033-295X.97.3.315
    • (1990) Psychol. Rev. , vol.97 , pp. 315-331
    • Ortony, A.1    Turner, T.2
  • 92
    • 65649132523 scopus 로고    scopus 로고
    • A. Paiva R. Prada R. Picard (eds). Springer Heidelberg
    • Paiva, A., Prada, R., Picard, R. (eds): Affective Computing and Intelligent Interaction. Springer, Heidelberg (2007)
    • (2007) Affective Computing and Intelligent Interaction
  • 93
    • 0038877992 scopus 로고    scopus 로고
    • Emotions as natural kinds within the mammalian brain
    • M. Lewis J. M. Haviland-Jones (eds). 2 Guilford New York
    • Panksepp J.: Emotions as natural kinds within the mammalian brain. In: Lewis, M., Haviland-Jones, J. M. (eds) Handbook of Emotions (2nd edn.), pp. 137-156. Guilford, New York (2000)
    • (2000) Handbook of Emotions , pp. 137-156
    • Panksepp, J.1
  • 94
    • 33645009609 scopus 로고    scopus 로고
    • Dynamics of facial expression: Recognition of facial actions and their temporal segments from face profile image sequences
    • 10.1109/TSMCB.2005.859075
    • M. Pantic I. Patras 2006 Dynamics of facial expression: recognition of facial actions and their temporal segments from face profile image sequences IEEE Transac. Syst. Man Cybern. B 36 433 449 10.1109/TSMCB.2005.859075
    • (2006) IEEE Transac. Syst. Man Cybern. B , vol.36 , pp. 433-449
    • Pantic, M.1    Patras, I.2
  • 95
    • 2942590310 scopus 로고    scopus 로고
    • Toward an affect-sensitive multimodal human-computer interaction
    • DOI 10.1109/JPROC.2003.817122, Human-Computer Multimodal Interface
    • M. Pantic L. Rothkrantz 2003 Toward an affect-sensitive multimodal human-computer interaction Proc. IEEE 91 1370 1390 10.1109/JPROC.2003.817122 (Pubitemid 40890819)
    • (2003) Proceedings of the IEEE , vol.91 , Issue.9 , pp. 1370-1390
    • Pantic, M.1    Rothkrantz, L.J.M.2
  • 96
    • 0033640753 scopus 로고    scopus 로고
    • Looking at people: Sensing for ubiquitous and wearable computing
    • DOI 10.1109/34.824823
    • A. Pentland 2000 Looking at people: sensing for ubiquitous and wearable computing IEEE Transac. Pattern Anal. Mach. Intell. 22 107 119 10.1109/34.824823 (Pubitemid 32132957)
    • (2000) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.22 , Issue.1 , pp. 107-119
    • Pentland, A.1
  • 99
    • 38749126266 scopus 로고    scopus 로고
    • Diagnosing and acting on student affect: The tutor's perspective
    • 10.1007/s11257-007-9041-x
    • K. Porayska-Pomsta M. Mavrikis H. Pain 2008 Diagnosing and acting on student affect: the tutor's perspective User Model. User-Adapt. Interact. 18 125 173 10.1007/s11257-007-9041-x
    • (2008) User Model. User-Adapt. Interact. , vol.18 , pp. 125-173
    • Porayska-Pomsta, K.1    Mavrikis, M.2    Pain, H.3
  • 100
    • 17044405844 scopus 로고    scopus 로고
    • The empathic companion: A character-based interface that addresses users' affective states
    • DOI 10.1080/08839510590910174
    • H. Prendinger M. Ishizuka 2005 The empathic companion: a character-based interface that addresses users' affective states Appl. Artif. Intell. 19 267 285 10.1080/08839510590910174 (Pubitemid 40500032)
    • (2005) Applied Artificial Intelligence , vol.19 , Issue.3-4 , pp. 267-285
    • Prendinger, H.1    Ishizuka, M.2
  • 102
    • 85123726886 scopus 로고    scopus 로고
    • Lexico-syntactic subsumption for textual entailment
    • N. Nicolov K. Bontcheva G. Angelova R. Mitkov (eds). John Benjamins Publishing Company Amsterdam
    • Rus V., Graesser A.: Lexico-syntactic subsumption for textual entailment. In: Nicolov, N., Bontcheva, K., Angelova, G., Mitkov, R. (eds) Recent Advances in Natural Language Processing IV: Selected Papers from RANLP 200., pp. 187-196. John Benjamins Publishing Company, Amsterdam (2007)
    • (2007) Recent Advances in Natural Language Processing IV: Selected Papers from RANLP 200 , pp. 187-196
    • Rus, V.1    Graesser, A.2
  • 103
    • 0028185858 scopus 로고
    • Is there universal recognition of emotion from facial expression-a review of the cross-cultural studies
    • 10.1037/0033-2909.115.1.102
    • J. Russell 1994 Is there universal recognition of emotion from facial expression-a review of the cross-cultural studies Psychol. Bull. 115 102 141 10.1037/0033-2909.115.1.102
    • (1994) Psychol. Bull. , vol.115 , pp. 102-141
    • Russell, J.1
  • 104
    • 85009391455 scopus 로고    scopus 로고
    • Core affect and the psychological construction of emotion
    • 10.1037/0033-295X.110.1.145
    • J. Russell 2003 Core affect and the psychological construction of emotion Psychol. Rev. 110 145 172 10.1037/0033-295X.110.1.145
    • (2003) Psychol. Rev. , vol.110 , pp. 145-172
    • Russell, J.1
  • 105
    • 0037384712 scopus 로고    scopus 로고
    • Vocal communication of emotion: A review of research paradigms
    • 1006.68948 10.1016/S0167-6393(02)00084-5
    • K. Scherer 2003 Vocal communication of emotion: a review of research paradigms Speech Commun. 40 227 256 1006.68948 10.1016/S0167-6393(02)00084-5
    • (2003) Speech Commun. , vol.40 , pp. 227-256
    • Scherer, K.1
  • 106
    • 33947235685 scopus 로고    scopus 로고
    • Multimodal expression of emotion: Affect programs or componential appraisal patterns?
    • DOI 10.1037/1528-3542.7.1.158
    • K. Scherer H. Ellgring 2007 Multimodal expression of emotion: affect programs or componential appraisal patterns? Emotion 7 158 171 10.1037/1528-3542.7.1.158 (Pubitemid 46433172)
    • (2007) Emotion , vol.7 , Issue.1 , pp. 158-171
    • Scherer, K.R.1    Ellgring, H.2
  • 107
    • 0347613216 scopus 로고    scopus 로고
    • Vocal expression of emotion
    • R. J. Davidson K. R. Scherer H. Goldsmith (eds). Oxford University Press New York and Oxford
    • Scherer K., Johnstone T., Klasmeyer G.: Vocal expression of emotion. In: Davidson, R. J., Scherer, K. R., Goldsmith, H. (eds) Handbook of the Affective Sciences, pp. 433-456. Oxford University Press, New York and Oxford (2003)
    • (2003) Handbook of the Affective Sciences , pp. 433-456
    • Scherer, K.1    Johnstone, T.2    Klasmeyer, G.3
  • 109
    • 84906453363 scopus 로고    scopus 로고
    • Critical thinking tutor: Using AutoTutor to teach scientific critical thinking skills'
    • Storey, J., Kopp, K., Wiemer, K., Chipman, P., Graesser, A.: Critical thinking tutor: using AutoTutor to teach scientific critical thinking skills'. Behav. Res. Method. (in press)
    • Behav. Res. Method.
    • Storey, J.1    Kopp, K.2    Wiemer, K.3    Chipman, P.4    Graesser, A.5
  • 111
    • 0026890994 scopus 로고
    • Basic emotions-can conflicting criteria converge
    • 10.1037/0033-295X.99.3.566
    • T. Turner A. Ortony 1992 Basic emotions-can conflicting criteria converge Psychol. Rev. 99 566 571 10.1037/0033-295X.99.3.566
    • (1992) Psychol. Rev. , vol.99 , pp. 566-571
    • Turner, T.1    Ortony, A.2
  • 118
    • 57149144228 scopus 로고    scopus 로고
    • A survey of affect recognition methods: Audio, visual, and spontaneous expressions
    • 10.1109/TPAMI.2008.52
    • Z. Zeng M. Pantic G. Roisman T. Huang 2009 A survey of affect recognition methods: audio, visual, and spontaneous expressions IEEE Transac. Pattern Anal. Mach. Intell. 31 39 58 10.1109/TPAMI.2008.52
    • (2009) IEEE Transac. Pattern Anal. Mach. Intell. , vol.31 , pp. 39-58
    • Zeng, Z.1    Pantic, M.2    Roisman, G.3    Huang, T.4


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