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Volumn 41, Issue 6, 2011, Pages 1052-1063

Emotion assessment from physiological signals for adaptation of game difficulty

Author keywords

Electroencephalography; emotion assessment; games; pattern classification; signal analysis

Indexed keywords

ELECTROENCEPHALOGRAM SIGNALS; EMOTION ASSESSMENT; GAMES; PHYSIOLOGICAL SIGNALS; SHORT PERIODS; TETRIS GAME;

EID: 80054805114     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCA.2011.2116000     Document Type: Article
Times cited : (343)

References (44)
  • 1
    • 33751187231 scopus 로고    scopus 로고
    • Computer games and learning: Digital game-based learning
    • J. Raessens and J. Goldstein, Eds. Cambridge, MA: MIT Press
    • M. Prensky, "Computer games and learning: Digital game-based learning," in Handbook of Computer Games Studies, J. Raessens and J. Goldstein, Eds. Cambridge, MA: MIT Press, 2005.
    • (2005) Handbook of Computer Games Studies
    • Prensky, M.1
  • 3
    • 70449561526 scopus 로고    scopus 로고
    • Dynamic difficulty adjustment in computer games through real-time anxiety-based affective feedback
    • Aug.
    • C. Liu, P. Agrawal, N. Sarkar, and S. Chen, "Dynamic difficulty adjustment in computer games through real-time anxiety-based affective feedback," Int. J. Human-Comput. Interact., vol. 25, no. 6, pp. 506-529, Aug. 2009.
    • (2009) Int. J. Human-Comput. Interact. , vol.25 , Issue.6 , pp. 506-529
    • Liu, C.1    Agrawal, P.2    Sarkar, N.3    Chen, S.4
  • 5
    • 0035481502 scopus 로고    scopus 로고
    • Toward machine emotional intelligence: Analysis of affective physiological state
    • Oct.
    • R. W. Picard, E. Vyzas, and J. Healey, "Toward machine emotional intelligence: Analysis of affective physiological state," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 10, pp. 1175-1191, Oct. 2001.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell. , vol.23 , Issue.10 , pp. 1175-1191
    • Picard, R.W.1    Vyzas, E.2    Healey, J.3
  • 6
    • 10244240638 scopus 로고    scopus 로고
    • Using noninvasive wearable computers to recognize human emotions from physiological signals
    • C. L. Lisetti and F. Nasoz, "Using noninvasive wearable computers to recognize human emotions from physiological signals," J. Appl. Signal Process., no. 11, pp. 1672-1687, 2004.
    • (2004) J. Appl. Signal Process. , Issue.11 , pp. 1672-1687
    • Lisetti, C.L.1    Nasoz, F.2
  • 7
    • 33744758706 scopus 로고    scopus 로고
    • An empirical study of machine learning techniques for affect recognition in human-robot interaction
    • May
    • P. Rani, C. Liu, N. Sarkar, and E. Vanman, "An empirical study of machine learning techniques for affect recognition in human-robot interaction," Pattern Anal. Appl., vol. 9, no. 1, pp. 58-69, May 2006.
    • (2006) Pattern Anal. Appl. , vol.9 , Issue.1 , pp. 58-69
    • Rani, P.1    Liu, C.2    Sarkar, N.3    Vanman, E.4
  • 8
    • 33846785333 scopus 로고    scopus 로고
    • A fuzzy physiological approach for continuously modeling emotion during interaction with play technologies
    • Apr.
    • R. L. Mandryk and M. S. Atkins, "A fuzzy physiological approach for continuously modeling emotion during interaction with play technologies," Int. J. Human-Comput. Stud., vol. 65, no. 4, pp. 329-347, Apr. 2007.
    • (2007) Int. J. Human-Comput. Stud. , vol.65 , Issue.4 , pp. 329-347
    • Mandryk, R.L.1    Atkins, M.S.2
  • 11
    • 21544442336 scopus 로고    scopus 로고
    • A systems approach to appraisal mechanisms in emotion
    • May
    • D. Sander, D. Grandjean, and K. R. Scherer, "A systems approach to appraisal mechanisms in emotion," Neural Netw., vol. 18, no. 4, pp. 317-a352, May 2005.
    • (2005) Neural Netw. , vol.18 , Issue.4 , pp. 317-352
    • Sander, D.1    Grandjean, D.2    Scherer, K.R.3
  • 12
    • 0141426853 scopus 로고    scopus 로고
    • Affective neuroscience and psychophysiology: Toward a synthesis
    • Sep.
    • R. J. Davidson, "Affective neuroscience and psychophysiology: Toward a synthesis," Psychophysiology, vol. 40, no. 5, pp. 655-665, Sep. 2003.
    • (2003) Psychophysiology , vol.40 , Issue.5 , pp. 655-665
    • Davidson, R.J.1
  • 13
    • 4344603789 scopus 로고    scopus 로고
    • Analysis of evoked EEG synchronization and desynchronization in conditions of emotional activation in humans: Temporal and topographic characteristics
    • Oct.
    • L. I. Aftanas, N. V. Reva, A. A. Varlamov, S. V. Pavlov, and V. P.Makhnev, "Analysis of evoked EEG synchronization and desynchronization in conditions of emotional activation in humans: Temporal and topographic characteristics," Neurosci. Behav. Physiol., vol. 34, no. 8, pp. 859-867, Oct. 2004.
    • (2004) Neurosci. Behav. Physiol. , vol.34 , Issue.8 , pp. 859-867
    • Aftanas, L.I.1    Reva, N.V.2    Varlamov, A.A.3    Pavlov, S.V.4    Makhnev, V.P.5
  • 14
    • 32344451473 scopus 로고    scopus 로고
    • Task and content modulate amygdala-hippocampal connectivity in emotional retrieval
    • Feb.
    • A. P. R. Smith, K. E. Stephan, M. D. Rugg, and R. J. Dolan, "Task and content modulate amygdala-hippocampal connectivity in emotional retrieval," Neuron, vol. 49, no. 4, pp. 631-638, Feb. 2006.
    • (2006) Neuron , vol.49 , Issue.4 , pp. 631-638
    • Smith, A.P.R.1    Stephan, K.E.2    Rugg, M.D.3    Dolan, R.J.4
  • 15
    • 33750977056 scopus 로고    scopus 로고
    • Remarks on emotion recognition from bio-potential signals
    • Palmerston North, New Zealand
    • K. Takahashi, "Remarks on emotion recognition from bio-potential signals," in Proc. 2nd Int. Conf. Auton. Robots Agents, Palmerston North, New Zealand, 2004.
    • (2004) Proc. 2nd Int. Conf. Auton. Robots Agents
    • Takahashi, K.1
  • 17
    • 3843077307 scopus 로고    scopus 로고
    • An evaluation of an adaptive automation system using a cognitive vigilance task
    • Nov.
    • F. G. Freeman, P. J. Mikulka, M. W. Scerbo, and L. Scott, "An evaluation of an adaptive automation system using a cognitive vigilance task," Biol. Psychol., vol. 67, no. 3, pp. 283-297, Nov. 2004.
    • (2004) Biol. Psychol. , vol.67 , Issue.3 , pp. 283-297
    • Freeman, F.G.1    Mikulka, P.J.2    Scerbo, M.W.3    Scott, L.4
  • 18
    • 0028997254 scopus 로고
    • Biocybernetic system evaluates indexes of operator engagement in automated task
    • May
    • A. T. Pope, E. H. Bogart, and D. S. Bartolome, "Biocybernetic system evaluates indexes of operator engagement in automated task," Biol. Psychol., vol. 40, no. 1/2, pp. 187-195, May 1995.
    • (1995) Biol. Psychol. , vol.40 , Issue.1-2 , pp. 187-195
    • Pope, A.T.1    Bogart, E.H.2    Bartolome, D.S.3
  • 19
    • 40649121665 scopus 로고    scopus 로고
    • Prediction of performance level during a cognitive task from ongoing EEG oscillatory activities
    • Apr.
    • M. Besserve, M. Philippe, G. Florence, F. Laurent, L. Garnero, and J. Martinerie, "Prediction of performance level during a cognitive task from ongoing EEG oscillatory activities," Clin. Neurophysiol., vol. 119, no. 4, pp. 897-908, Apr. 2008.
    • (2008) Clin. Neurophysiol. , vol.119 , Issue.4 , pp. 897-908
    • Besserve, M.1    Philippe, M.2    Florence, G.3    Laurent, F.4    Garnero, L.5    Martinerie, J.6
  • 21
    • 1442324056 scopus 로고    scopus 로고
    • Real-time assessment ofmental workload using psychophysiological measures and artificial neural networks
    • Winter
    • G. F.Wilson and C. A. Russell, "Real-time assessment ofmental workload using psychophysiological measures and artificial neural networks," Hum. Factors, vol. 45, no. 4, pp. 635-643, Winter 2003.
    • (2003) Hum. Factors , vol.45 , Issue.4 , pp. 635-643
    • Wilson, G.F.1    Russell, C.A.2
  • 23
    • 34347395809 scopus 로고    scopus 로고
    • Maintaining optimal challenge in computer games through real-time physiological feedback
    • Las Vegas, NV
    • P. Rani, N. Sarkar, and C. Liu, "Maintaining optimal challenge in computer games through real-time physiological feedback," in Proc. 11th HCI Int., Las Vegas, NV, 2005, pp. 184-192.
    • (2005) Proc. 11th HCI Int. , pp. 184-192
    • Rani, P.1    Sarkar, N.2    Liu, C.3
  • 26
    • 0035084667 scopus 로고    scopus 로고
    • The five percent electrode system for high-resolution EEG and ERP measurements
    • Apr.
    • R. Oostenveld and P. Praamstra, "The five percent electrode system for high-resolution EEG and ERP measurements," Clin. Neurophysiol., vol. 112, no. 4, pp. 713-719, Apr. 2001.
    • (2001) Clin. Neurophysiol. , vol.112 , Issue.4 , pp. 713-719
    • Oostenveld, R.1    Praamstra, P.2
  • 27
    • 0013132331 scopus 로고
    • SAM: The self-assessment manikin, an efficient crosscultural measurement of emotional response
    • Nov.
    • J. D. Morris, "SAM: The self-assessment manikin, an efficient crosscultural measurement of emotional response," J. Advertising Res., vol. 35, no. 6, pp. 63-68, Nov. 1995.
    • (1995) J. Advertising Res. , vol.35 , Issue.6 , pp. 63-68
    • Morris, J.D.1
  • 28
    • 0035064561 scopus 로고    scopus 로고
    • Constraints for emotion specificity in fear and anger: The context counts
    • Mar.
    • G. Stemmler, M. Heldmann, C. A. Pauls, and T. Scherer, "Constraints for emotion specificity in fear and anger: The context counts," Psychophysiology, vol. 38, no. 2, pp. 275-291, Mar. 2001.
    • (2001) Psychophysiology , vol.38 , Issue.2 , pp. 275-291
    • Stemmler, G.1    Heldmann, M.2    Pauls, C.A.3    Scherer, T.4
  • 30
    • 0027523286 scopus 로고
    • Looking at pictures: Affective, facial, visceral, and behavioral reactions
    • May
    • P. J. Lang, M. K. Greenwald, M. M. Bradley, and A. O. Hamm, "Looking at pictures: Affective, facial, visceral, and behavioral reactions," Psychophysiology, vol. 30, no. 3, pp. 261-273, May 1993.
    • (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
  • 31
    • 0003767595 scopus 로고    scopus 로고
    • Wearable and automotive systems for affect recognition from physiology
    • Cambridge, MA
    • J. A. Healey, "Wearable and automotive systems for affect recognition from physiology," Ph.D. dissertation, Cambridge, MA, 2000.
    • (2000) Ph.D. dissertation
    • Healey, J.A.1
  • 32
    • 33745353942 scopus 로고    scopus 로고
    • Basic emotions are associated with distinct patterns of cardiorespiratory activity
    • Jul.
    • P. Rainville, A. Bechara, N. Naqvi, and A. R. Damasio, "Basic emotions are associated with distinct patterns of cardiorespiratory activity," Int. J. Psychophysiol., vol. 61, no. 1, pp. 5-18, Jul. 2006.
    • (2006) Int. J. Psychophysiol. , vol.61 , Issue.1 , pp. 5-18
    • Rainville, P.1    Bechara, A.2    Naqvi, N.3    Damasio, A.R.4
  • 35
    • 0020518550 scopus 로고
    • Autonomic nervoussystem activity distinguishes among emotions
    • Sep.
    • P. Ekman, R. W. Levenson, and W. V. Friesen, "Autonomic nervoussystem activity distinguishes among emotions," Science, vol. 221, no. 4616, pp. 1208-1210, Sep. 1983.
    • (1983) Science , vol.221 , Issue.4616 , pp. 1208-1210
    • Ekman, P.1    Levenson, R.W.2    Friesen, W.V.3
  • 36
    • 0022236138 scopus 로고
    • Relationship of skin temperature changes to the emotions accompanying music
    • Sep.
    • R. A. McFarland, "Relationship of skin temperature changes to the emotions accompanying music," Appl. Psychophysiol. Biofeedback, vol. 10, pp. 255-267, Sep. 1985.
    • (1985) Appl. Psychophysiol. Biofeedback , vol.10 , pp. 255-267
    • McFarland, R.A.1
  • 39
    • 25144492516 scopus 로고    scopus 로고
    • Efficient feature selection via analysis of relevance and redundancy
    • L. Yu and H. Liu, "Efficient feature selection via analysis of relevance and redundancy," J. Mach. Learn. Res., vol. 5, pp. 1205-1224, 2004.
    • (2004) J. Mach. Learn. Res. , vol.5 , pp. 1205-1224
    • Yu, L.1    Liu, H.2
  • 41
    • 85115260483 scopus 로고
    • Floating search methods for feature selection with nonmonotonic criterion functions
    • P. Pudil, F. J. Ferri, J. Novovicova, and J. Kittler, "Floating search methods for feature selection with nonmonotonic criterion functions," in Proc. IEEE Int. Conf. Pattern Recog., 1994, vol. 2, pp. 279-283.
    • (1994) Proc. IEEE Int. Conf. Pattern Recog. , vol.2 , pp. 279-283
    • Pudil, P.1    Ferri, F.J.2    Novovicova, J.3    Kittler, J.4
  • 42
    • 4544228318 scopus 로고    scopus 로고
    • Identity verification using speech and face information
    • Sep.
    • C. Sanderson and K. K. Paliwal, "Identity verification using speech and face information," Dig. Signal Process., vol. 14, no. 5, pp. 449-480, Sep. 2004.
    • (2004) Dig. Signal Process. , vol.14 , Issue.5 , pp. 449-480
    • Sanderson, C.1    Paliwal, K.K.2
  • 43
    • 0005946314 scopus 로고    scopus 로고
    • An overview of classifier fusion methods
    • Feb.
    • D. Ruta and B. Gabrys, "An overview of classifier fusion methods," Comput. Inf. Syst., vol. 7, no. 1, pp. 1-10, Feb. 2000.
    • (2000) Comput. Inf. Syst. , vol.7 , Issue.1 , pp. 1-10
    • Ruta, D.1    Gabrys, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.