메뉴 건너뛰기




Volumn 2014, Issue , 2014, Pages

A hierarchical probabilistic framework for recognizing learners' interaction experience trends and emotions

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84900000295     PISSN: 16875893     EISSN: 16875907     Source Type: Journal    
DOI: 10.1155/2014/632630     Document Type: Article
Times cited : (14)

References (80)
  • 1
    • 0343618728 scopus 로고    scopus 로고
    • Quality of experience: Defining the criteria for effective interaction design
    • 10.1145/235008.235010
    • Alben L., Quality of experience: defining the criteria for effective interaction design. Interactions 1996 3 3 11 15 10.1145/235008.235010
    • (1996) Interactions , vol.3 , Issue.3 , pp. 11-15
    • Alben, L.1
  • 5
    • 0038209645 scopus 로고    scopus 로고
    • To feel or not to feel: The role of affect in human-computer interaction
    • 2-s2.0-0038209645 10.1016/S1071-5819(03)00047-8
    • Hudlicka E., To feel or not to feel: the role of affect in human-computer interaction. International Journal of Human Computer Studies 2003 59 1-2 1 32 2-s2.0-0038209645 10.1016/S1071-5819(03)00047-8
    • (2003) International Journal of Human Computer Studies , vol.59 , Issue.1-2 , pp. 1-32
    • Hudlicka, E.1
  • 8
    • 0034059124 scopus 로고    scopus 로고
    • Emotion, decision making and the orbitofrontal cortex
    • 2-s2.0-0034059124
    • Bechara A., Damasio H., Damasio A. R., Emotion, decision making and the orbitofrontal cortex. Cerebral Cortex 2000 10 3 295 307 2-s2.0-0034059124
    • (2000) Cerebral Cortex , vol.10 , Issue.3 , pp. 295-307
    • Bechara, A.1    Damasio, H.2    Damasio, A.R.3
  • 11
    • 0002771806 scopus 로고    scopus 로고
    • Positive affect and decision making
    • New York, NY, USA Guilford Press
    • Isen A. M., Lewis M., Haviland-Jones J. M., Positive affect and decision making. Handbook of Emotions 2000 New York, NY, USA Guilford Press 417 435
    • (2000) Handbook of Emotions , pp. 417-435
    • Isen, A.M.1    Lewis, M.2    Haviland-Jones, J.M.3
  • 13
    • 68149100832 scopus 로고    scopus 로고
    • Empirically building and evaluating a probabilistic model of user affect
    • 2-s2.0-68149100832 10.1007/s11257-009-9062-8
    • Conati C., Maclaren H., Empirically building and evaluating a probabilistic model of user affect. User Modelling and User-Adapted Interaction 2009 19 3 267 303 2-s2.0-68149100832 10.1007/s11257-009-9062-8
    • (2009) User Modelling and User-Adapted Interaction , vol.19 , Issue.3 , pp. 267-303
    • Conati, C.1    Maclaren, H.2
  • 15
    • 77955427299 scopus 로고    scopus 로고
    • Designing and evaluating a wizarded uncertainty-adaptive spoken dialogue tutoring system
    • 2-s2.0-77955427299 10.1016/j.csl.2009.12.002
    • Forbes-Riley K., Litman D., Designing and evaluating a wizarded uncertainty-adaptive spoken dialogue tutoring system. Computer Speech and Language 2011 25 1 105 126 2-s2.0-77955427299 10.1016/j.csl.2009.12.002
    • (2011) Computer Speech and Language , vol.25 , Issue.1 , pp. 105-126
    • Forbes-Riley, K.1    Litman, D.2
  • 16
  • 17
    • 38049094972 scopus 로고    scopus 로고
    • Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction 2007 Lisbon, Portugal Springer
    • McQuiggan S. W., Lee S., Lester J. C., Early prediction of student frustration. Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction 2007 Lisbon, Portugal Springer
    • Early Prediction of Student Frustration
    • McQuiggan, S.W.1    Lee, S.2    Lester, J.C.3
  • 19
    • 9544239374 scopus 로고    scopus 로고
    • A research agenda for physiological computing
    • 2-s2.0-9544239374 10.1016/j.intcom.2004.08.001
    • Allanson J., Fairclough S. H., A research agenda for physiological computing. Interacting with Computers 2004 16 5 857 878 2-s2.0-9544239374 10.1016/j.intcom.2004.08.001
    • (2004) Interacting with Computers , vol.16 , Issue.5 , pp. 857-878
    • Allanson, J.1    Fairclough, S.H.2
  • 21
    • 59649083649 scopus 로고    scopus 로고
    • Fundamentals of physiological computing
    • 10.1016/j.intcom.2008.10.011
    • Fairclough S. H., Fundamentals of physiological computing. Interacting with Computers 2009 21 1-2 133 145 10.1016/j.intcom.2008.10.011
    • (2009) Interacting with Computers , vol.21 , Issue.1-2 , pp. 133-145
    • Fairclough, S.H.1
  • 22
    • 76649103360 scopus 로고    scopus 로고
    • Better to be frustrated than bored: The incidence, persistence, and impact of learners' cognitive-affective states during interactions with three different computer-based learning environments
    • 2-s2.0-76649103360 10.1016/j.ijhcs.2009.12.003
    • Baker R. S. J. D., D'Mello S. K., Rodrigo M. M. T., Graesser A. C., Better to be frustrated than bored: the incidence, persistence, and impact of learners' cognitive-affective states during interactions with three different computer-based learning environments. International Journal of Human Computer Studies 2010 68 4 223 241 2-s2.0-76649103360 10.1016/j.ijhcs.2009.12.003
    • (2010) International Journal of Human Computer Studies , vol.68 , Issue.4 , pp. 223-241
    • Baker, R.S.J.D.1    D'Mello, S.K.2    Rodrigo, M.M.T.3    Graesser, A.C.4
  • 23
    • 33645751270 scopus 로고    scopus 로고
    • Affect and learning: An exploratory look into the role of affect in learning with autotutor
    • Craig S., Graesser A., Sullins J., Gholson B., Affect and learning: an exploratory look into the role of affect in learning with autotutor. Journal of Educational Media 2004 29 3 241 250
    • (2004) Journal of Educational Media , vol.29 , Issue.3 , pp. 241-250
    • Craig, S.1    Graesser, A.2    Sullins, J.3    Gholson, B.4
  • 26
    • 0009890288 scopus 로고    scopus 로고
    • Student distress in a web-based distance education course
    • 10.1080/13691180010002297
    • Hara N., Student distress in a web-based distance education course. Information, Communication & Society 2000 3 4 557 579 10.1080/ 13691180010002297
    • (2000) Information, Communication & Society , vol.3 , Issue.4 , pp. 557-579
    • Hara, N.1
  • 28
    • 0141907723 scopus 로고    scopus 로고
    • Has the inverted-u theory of stress and job performance had a fair test?
    • 2-s2.0-0141907723
    • Muse L. A., Harris S. G., Feud H. S., Has the inverted-u theory of stress and job performance had a fair test? Human Performance 2003 16 4 349 364 2-s2.0-0141907723
    • (2003) Human Performance , vol.16 , Issue.4 , pp. 349-364
    • Muse, L.A.1    Harris, S.G.2    Feud, H.S.3
  • 29
    • 84965395470 scopus 로고
    • Organizational stress, job satisfaction and job performance: Where do we go from here?
    • 10.1177/014920639201800207
    • Sullivan S. E., Bhagat R. S., Organizational stress, job satisfaction and job performance: where do we go from here? Journal of Management 1992 18 2 353 374 10.1177/014920639201800207
    • (1992) Journal of Management , vol.18 , Issue.2 , pp. 353-374
    • Sullivan, S.E.1    Bhagat, R.S.2
  • 30
    • 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
    • 2-s2.0-0141484686 10.1037/0022-0663.95.3.524
    • Graesser A. C., Olde B. A., How does one know whether a person understands a device? The quality of the questions the person asks when the device breaks down. Journal of Educational Psychology 2003 95 3 524 536 2-s2.0-0141484686 10.1037/0022-0663.95.3.524
    • (2003) Journal of Educational Psychology , vol.95 , Issue.3 , pp. 524-536
    • Graesser, A.C.1    Olde, B.A.2
  • 31
  • 32
    • 33144473090 scopus 로고    scopus 로고
    • Empathic agents to reduce user frustration: The effects of varying agent characteristics
    • 2-s2.0-33144473090 10.1016/j.intcom.2005.05.003
    • Hone K., Empathic agents to reduce user frustration: the effects of varying agent characteristics. Interacting with Computers 2006 18 2 227 245 2-s2.0-33144473090 10.1016/j.intcom.2005.05.003
    • (2006) Interacting with Computers , vol.18 , Issue.2 , pp. 227-245
    • Hone, K.1
  • 33
    • 0036473090 scopus 로고    scopus 로고
    • This computer responds to user frustration: Theory, design, and results
    • 2-s2.0-0036473090
    • Klein J., Moon Y., Picard R. W., This computer responds to user frustration: theory, design, and results. Interacting with Computers 2002 14 2 119 140 2-s2.0-0036473090
    • (2002) Interacting with Computers , vol.14 , Issue.2 , pp. 119-140
    • Klein, J.1    Moon, Y.2    Picard, R.W.3
  • 34
    • 33750922344 scopus 로고    scopus 로고
    • Proceedings of the 15th International Conference on Pattern Recognition 2000
    • Healey J., Picard R., Smartcar: detecting driver stress. 4 Proceedings of the 15th International Conference on Pattern Recognition 2000 218 221
    • Smartcar: Detecting Driver Stress , vol.4 , pp. 218-221
    • Healey, J.1    Picard, R.2
  • 35
    • 33846827095 scopus 로고    scopus 로고
    • Relative subjective count and assessment of interruptive technologies applied to mobile monitoring of stress
    • 2-s2.0-33846827095 10.1016/j.ijhcs.2006.11.019
    • Picard R. W., Liu K. K., Relative subjective count and assessment of interruptive technologies applied to mobile monitoring of stress. International Journal of Human Computer Studies 2007 65 4 361 375 2-s2.0-33846827095 10.1016/j.ijhcs.2006.11.019
    • (2007) International Journal of Human Computer Studies , vol.65 , Issue.4 , pp. 361-375
    • Picard, R.W.1    Liu, K.K.2
  • 36
    • 34047139992 scopus 로고    scopus 로고
    • Proceedings of the 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS '06) September 2006 2-s2.0-34047139992 10.1109/IEMBS.2006.259421
    • Zhai J., Barreto A., Stress detection in computer users based on digital signal processing of noninvasive physiological variables. Proceedings of the 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS '06) September 2006 1355 1358 2-s2.0-34047139992 10.1109/IEMBS.2006.259421
    • Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables , pp. 1355-1358
    • Zhai, J.1    Barreto, A.2
  • 37
    • 84873116883 scopus 로고    scopus 로고
    • Student's uncertainty modeling through a multimodal sensor-based approach
    • Jraidi I., Frasson C., Student's uncertainty modeling through a multimodal sensor-based approach. Educational Technology & Society 2013 16 1 219 230
    • (2013) Educational Technology & Society , vol.16 , Issue.1 , pp. 219-230
    • Jraidi, I.1    Frasson, C.2
  • 39
    • 0012085093 scopus 로고    scopus 로고
    • EEG data collected from helicopter pilots in flight are sufficiently sensitive to detect increased fatigue from sleep deprivation
    • 2-s2.0-0012085093
    • Caldwell J. A., Hall K. K., Erickson B. S., EEG data collected from helicopter pilots in flight are sufficiently sensitive to detect increased fatigue from sleep deprivation. The International Journal of Aviation Psychology 2002 12 1 19 32 2-s2.0-0012085093
    • (2002) The International Journal of Aviation Psychology , vol.12 , Issue.1 , pp. 19-32
    • Caldwell, J.A.1    Hall, K.K.2    Erickson, B.S.3
  • 41
    • 85008002490 scopus 로고    scopus 로고
    • A probabilistic framework for modeling and real-time monitoring human fatigue
    • 10.1109/tsmca.2005.855922
    • Ji Q., Lan P., Looney C., A probabilistic framework for modeling and real-time monitoring human fatigue. IEEE Transactions on Systems, Man and Cybernetics A: Systems and Humans 2006 36 5 862 875 10.1109/tsmca.2005.855922
    • (2006) IEEE Transactions on Systems, Man and Cybernetics A: Systems and Humans , vol.36 , Issue.5 , pp. 862-875
    • Ji, Q.1    Lan, P.2    Looney, C.3
  • 42
    • 2942731250 scopus 로고    scopus 로고
    • Emotion recognition system using short-term monitoring of physiological signals
    • 2-s2.0-2942731250 10.1007/BF02344719
    • Kim K. H., Bang S. W., Kim S. R., Emotion recognition system using short-term monitoring of physiological signals. Medical and Biological Engineering and Computing 2004 42 3 419 427 2-s2.0-2942731250 10.1007/BF02344719
    • (2004) Medical and Biological Engineering and Computing , vol.42 , Issue.3 , pp. 419-427
    • Kim, K.H.1    Bang, S.W.2    Kim, S.R.3
  • 43
    • 10844265255 scopus 로고    scopus 로고
    • Emotions in everyday life: Probability of occurrence, risk factors, appraisal and reaction patterns
    • 2-s2.0-10844265255 10.1177/0539018404047701
    • Scherer K. R., Wranik T., Sangsue J., Tran V., Scherer U., Emotions in everyday life: probability of occurrence, risk factors, appraisal and reaction patterns. Social Science Information 2004 43 4 499 570 2-s2.0-10844265255 10.1177/0539018404047701
    • (2004) Social Science Information , vol.43 , Issue.4 , pp. 499-570
    • Scherer, K.R.1    Wranik, T.2    Sangsue, J.3    Tran, V.4    Scherer, U.5
  • 44
    • 2942612281 scopus 로고    scopus 로고
    • Facial action recognition for facial expression analysis from static face images
    • 2-s2.0-2942612281 10.1109/TSMCB.2004.825931
    • Pantic M., Rothkrantz L. J. M., Facial action recognition for facial expression analysis from static face images. IEEE Transactions on Systems, Man, and Cybernetics B: Cybernetics 2004 34 3 1449 1461 2-s2.0-2942612281 10.1109/TSMCB.2004.825931
    • (2004) IEEE Transactions on Systems, Man, and Cybernetics B: Cybernetics , vol.34 , Issue.3 , pp. 1449-1461
    • Pantic, M.1    Rothkrantz, L.J.M.2
  • 45
    • 70349283376 scopus 로고    scopus 로고
    • The painful face - Pain expression recognition using active appearance models
    • 2-s2.0-70349283376 10.1016/j.imavis.2009.05.007
    • Ashraf A. B., Lucey S., Cohn J. F., Chen T., Ambadar Z., Prkachin K. M., Solomon P. E., The painful face-pain expression recognition using active appearance models. Image and Vision Computing 2009 27 12 1788 1796 2-s2.0-70349283376 10.1016/j.imavis.2009.05.007
    • (2009) Image and Vision Computing , vol.27 , Issue.12 , pp. 1788-1796
    • Ashraf, A.B.1    Lucey, S.2    Cohn, J.F.3    Chen, T.4    Ambadar, Z.5    Prkachin, K.M.6    Solomon, P.E.7
  • 46
    • 2942522626 scopus 로고    scopus 로고
    • Facial expression recognition using constructive feedforward neural networks
    • 2-s2.0-2942522626 10.1109/TSMCB.2004.825930
    • Ma L., Khorasani K., Facial expression recognition using constructive feedforward neural networks. IEEE Transactions on Systems, Man, and Cybernetics B: Cybernetics 2004 34 3 1588 1595 2-s2.0-2942522626 10.1109/TSMCB.2004.825930
    • (2004) IEEE Transactions on Systems, Man, and Cybernetics B: Cybernetics , vol.34 , Issue.3 , pp. 1588-1595
    • Ma, L.1    Khorasani, K.2
  • 47
    • 0033329296 scopus 로고    scopus 로고
    • Proceedings of the Artificial Neural Networks in Engineering Conference (ANNIE '99) November 1999 2-s2.0-0033329296
    • Petrushin V. A., Emotion in speech: recognition and application to call centers. Proceedings of the Artificial Neural Networks in Engineering Conference (ANNIE '99) November 1999 1085 1092 2-s2.0-0033329296
    • Emotion in Speech: Recognition and Application to Call Centers , pp. 1085-1092
    • Petrushin, V.A.1
  • 49
    • 84900016515 scopus 로고    scopus 로고
    • Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics 2004 Barcelona, Spain Association for Computational Linguistics
    • Litman D. J., Forbes-Riley K., Predicting student emotions in computer-human tutoring dialogues. Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics 2004 Barcelona, Spain Association for Computational Linguistics
    • Predicting Student Emotions in Computer-human Tutoring Dialogues
    • Litman, D.J.1    Forbes-Riley, K.2
  • 51
    • 33745676838 scopus 로고    scopus 로고
    • Toward a decision-theoretic framework for affect recognition and user assistance
    • 2-s2.0-33745676838 10.1016/j.ijhcs.2006.04.001
    • Liao W., Zhang W., Zhu Z., Ji Q., Gray W. D., Toward a decision-theoretic framework for affect recognition and user assistance. International Journal of Human Computer Studies 2006 64 9 847 873 2-s2.0-33745676838 10.1016/j.ijhcs. 2006.04.001
    • (2006) International Journal of Human Computer Studies , vol.64 , Issue.9 , pp. 847-873
    • Liao, W.1    Zhang, W.2    Zhu, Z.3    Ji, Q.4    Gray, W.D.5
  • 53
    • 84900034682 scopus 로고    scopus 로고
    • Proceedings of the Social and Emotional Intelligence in Learning Environments, Workshop in conjunction with the 7th International Conference on Intelligent Tutoring Systems 2004 Maceio, Alagoas, Brasil
    • Burleson W., Picard R. W., Affective agents: sustaining motivation to learn through failure and a state of stuck. Proceedings of the Social and Emotional Intelligence in Learning Environments, Workshop in conjunction with the 7th International Conference on Intelligent Tutoring Systems 2004 Maceio, Alagoas, Brasil
    • Affective Agents: Sustaining Motivation to Learn Through Failure and A State of Stuck
    • Burleson, W.1    Picard, R.W.2
  • 54
    • 45449102857 scopus 로고    scopus 로고
    • Developing a generalizable detector of when students game the system
    • 2-s2.0-45449102857 10.1007/s11257-007-9045-6
    • Baker R. S. J. D., Corbett A. T., Roll I., Koedinger K. R., Developing a generalizable detector of when students game the system. User Modelling and User-Adapted Interaction 2008 18 3 287 314 2-s2.0-45449102857 10.1007/s11257-007-9045-6
    • (2008) User Modelling and User-Adapted Interaction , vol.18 , Issue.3 , pp. 287-314
    • Baker, R.S.J.D.1    Corbett, A.T.2    Roll, I.3    Koedinger, K.R.4
  • 57
    • 49449083303 scopus 로고    scopus 로고
    • Toward an understanding of flow in video games
    • 2-s2.0-49449083303 10.1145/1371216.1371223, ARTICLE 20
    • Cowley B., Charles D., Black M., Hickey R., Toward an understanding of flow in video games. Computers in Entertainment 2008 6 2, article 20 2-s2.0-49449083303 10.1145/1371216.1371223
    • (2008) Computers in Entertainment , vol.6 , Issue.2
    • Cowley, B.1    Charles, D.2    Black, M.3    Hickey, R.4
  • 58
    • 34147224241 scopus 로고    scopus 로고
    • Pervasive game flow: Understanding player enjoyment in pervasive gaming
    • 2-s2.0-34147224241 10.1145/1236224.1236238 1236238
    • Jegers K., Pervasive game flow: understanding player enjoyment in pervasive gaming. Computers in Entertainment 2007 5 1 2-s2.0-34147224241 10.1145/1236224.1236238 1236238
    • (2007) Computers in Entertainment , vol.5 , Issue.1
    • Jegers, K.1
  • 59
    • 33745255765 scopus 로고    scopus 로고
    • Gameflow: A model for evaluating player enjoyment in games
    • 10.1145/1077246.1077253
    • Sweetser P., Wyeth P., Gameflow: a model for evaluating player enjoyment in games. Computers in Entertainment 2005 3 3 3 10.1145/1077246.1077253
    • (2005) Computers in Entertainment , vol.3 , Issue.3 , pp. 3
    • Sweetser, P.1    Wyeth, P.2
  • 61
    • 0029304079 scopus 로고
    • The emotion probe: Studies of motivation and attention
    • 2-s2.0-0029304079
    • Lang P. J., The emotion probe: studies of motivation and attention. American Psychologist 1995 50 5 372 385 2-s2.0-0029304079
    • (1995) American Psychologist , vol.50 , Issue.5 , pp. 372-385
    • Lang, P.J.1
  • 62
    • 0027523286 scopus 로고
    • Looking at pictures: Affective, facial, visceral, and behavioral reactions
    • 2-s2.0-0027523286
    • Lang P. J., Greenwald M. K., Bradley M. M., Hamm A. O., Looking at pictures: affective, facial, visceral, and behavioral reactions. Psychophysiology 1993 30 3 261 273 2-s2.0-0027523286
    • (1993) Psychophysiology , vol.30 , Issue.3 , pp. 261-273
    • Lang, P.J.1    Greenwald, M.K.2    Bradley, M.M.3    Hamm, A.O.4
  • 63
    • 0033452920 scopus 로고    scopus 로고
    • Understanding autonomic sympathovagal balance from short-term heart rate variations. Are we analyzing noise?
    • 2-s2.0-0033452920 10.1016/S1095-6433(99)00137-3
    • Altimiras J., Understanding autonomic sympathovagal balance from short-term heart rate variations. Are we analyzing noise? Comparative Biochemistry and Physiology: A Molecular and Integrative Physiology 1999 124 4 447 460 2-s2.0-0033452920 10.1016/S1095-6433(99)00137-3
    • (1999) Comparative Biochemistry and Physiology: A Molecular and Integrative Physiology , vol.124 , Issue.4 , pp. 447-460
    • Altimiras, J.1
  • 64
    • 84965427190 scopus 로고
    • Autonomic nervous system differences among emotions
    • Levenson R. W., Autonomic nervous system differences among emotions. Psychological Science 1992 3 1 23 27
    • (1992) Psychological Science , vol.3 , Issue.1 , pp. 23-27
    • Levenson, R.W.1
  • 66
    • 0029052086 scopus 로고
    • Concepts and applications of eeg analysis in aviation performance evaluation
    • 10.1016/0301-0511(95)05101-5
    • Sterman M. B., Mann C. A., Concepts and applications of eeg analysis in aviation performance evaluation. Biological Psychology 1995 40 1-2 115 130 10.1016/0301-0511(95)05101-5
    • (1995) Biological Psychology , vol.40 , Issue.1-2 , pp. 115-130
    • Sterman, M.B.1    Mann, C.A.2
  • 67
    • 37249046975 scopus 로고    scopus 로고
    • EEG-related changes in cognitive workload, engagement and distraction as students acquire problem solving skills
    • Berlin, Germany Springer
    • Stevens R., Galloway T., Berka C., Conati C., McCoy K., Paliouras G., EEG-related changes in cognitive workload, engagement and distraction as students acquire problem solving skills. User Modeling 2007 2007 4511 Berlin, Germany Springer 187 196
    • (2007) User Modeling 2007 , vol.4511 , pp. 187-196
    • Stevens, R.1    Galloway, T.2    Berka, C.3    Conati, C.4    McCoy, K.5    Paliouras, G.6
  • 68
    • 0028997254 scopus 로고
    • Biocybernetic system evaluates indices of operator engagement in automated task
    • 2-s2.0-0028997254 10.1016/0301-0511(95)05116-3
    • Pope A. T., Bogart E. H., Bartolome D. S., Biocybernetic system evaluates indices of operator engagement in automated task. Biological Psychology 1995 40 1-2 187 195 2-s2.0-0028997254 10.1016/0301-0511(95)05116-3
    • (1995) Biological Psychology , vol.40 , Issue.1-2 , pp. 187-195
    • Pope, A.T.1    Bogart, E.H.2    Bartolome, D.S.3
  • 69
    • 0032920483 scopus 로고    scopus 로고
    • Evaluation of an adaptive automation system using three EEG indices with a visual tracking task
    • 2-s2.0-0032920483 10.1016/S0301-0511(99)00002-2
    • Freeman F. G., Mikulka P. J., Prinzel L. J., Scerbo M. W., Evaluation of an adaptive automation system using three EEG indices with a visual tracking task. Biological Psychology 1999 50 1 61 76 2-s2.0-0032920483 10.1016/S0301-0511(99)00002-2
    • (1999) Biological Psychology , vol.50 , Issue.1 , pp. 61-76
    • Freeman, F.G.1    Mikulka, P.J.2    Prinzel, L.J.3    Scerbo, M.W.4
  • 70
    • 77957888104 scopus 로고    scopus 로고
    • Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference (FLAIRS-23 '10) May 2010 Daytona Beach, Fla, USA 2-s2.0-77957888104
    • Chaouachi M., Chalfoun P., Jraidi I., Frasson C., Affect and mental engagement: towards adaptability for intelligent systems. Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference (FLAIRS-23 '10) May 2010 Daytona Beach, Fla, USA 355 360 2-s2.0-77957888104
    • Affect and Mental Engagement: Towards Adaptability for Intelligent Systems , pp. 355-360
    • Chaouachi, M.1    Chalfoun, P.2    Jraidi, I.3    Frasson, C.4
  • 71
    • 33746911574 scopus 로고    scopus 로고
    • Achievement goals and discrete achievement emotions: A theoretical model and prospective test
    • 2-s2.0-33746911574 10.1037/0022-0663.98.3.583
    • Pekrun R., Elliot A. J., Maier M. A., Achievement goals and discrete achievement emotions: a theoretical model and prospective test. Journal of Educational Psychology 2006 98 3 583 597 2-s2.0-33746911574 10.1037/0022-0663. 98.3.583
    • (2006) Journal of Educational Psychology , vol.98 , Issue.3 , pp. 583-597
    • Pekrun, R.1    Elliot, A.J.2    Maier, M.A.3
  • 73
    • 84900034526 scopus 로고    scopus 로고
    • 2007
    • Thought Technology. 2007, http://www.thoughttechnology.com/
    • Thought Technology
  • 76
    • 58149210716 scopus 로고
    • The em algorithm for graphical association models with missing data
    • 10.1016/0167-9473(93)E0056-A
    • Lauritzen S. L., The EM algorithm for graphical association models with missing data. Computational Statistics & Data Analysis 1995 19 2 191 201 10.1016/0167-9473(93)E0056-A
    • (1995) Computational Statistics & Data Analysis , vol.19 , Issue.2 , pp. 191-201
    • Lauritzen, S.L.1
  • 77
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the simple bayesian classifier under zero-one loss
    • 2-s2.0-0031269184
    • Domingos P., Pazzani M., On the optimality of the simple bayesian classifier under zero-one loss. Machine Learning 1997 29 2-3 103 130 2-s2.0-0031269184
    • (1997) Machine Learning , vol.29 , Issue.2-3 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 78
    • 33744584654 scopus 로고
    • Induction of decision trees
    • 2-s2.0-33744584654 10.1007/BF00116251
    • Quinlan J. R., Induction of decision trees. Machine Learning 1986 1 1 81 106 2-s2.0-33744584654 10.1007/BF00116251
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 79
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • MIT Press
    • Platt J. C., Fast training of support vector machines using sequential minimal optimization. Advances in Kernel Methods 1999 MIT Press 185 208
    • (1999) Advances in Kernel Methods , pp. 185-208
    • Platt, J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.