IPSJ SIG Technical Report Vol.2017-SLP-115 No /2/18 1,a) 1 1,2 Sakriani Sakti [1][2] [3][4] [5][6][7] [8] [9] 1 Nara Institute of Scie
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1 1,a) 1 1,2 Sakriani Sakti [1][2] [3][4] [5][6][7] [8] [9] 1 Nara Institute of Science and Technology 2 Japan Science and Technology Agency a) ishikawa.yoko.io5@is.naist.jp 2. 1 Belief-Desire theory of emotion (BDTE)[10] BDTE (Desire) (Belief) 1
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2 BD 1 u t b t e t s t SVR 2.2 Russell [13] Russell valence arousal 2 1 valence arousal 0 Russell BDTE b t e t u t s t : 3: 1: SVR (Support Vector Regression) SVR SVM (Support Vector Machine) SVR q i r i q i u t cos SVR 2
3 2-2 u t q i b t b i 1 e t e i 3. [15] [16] NO % 30% 20% % % % % % NO % % % % % % NO % Fleiss Kappa[14] Fleiss Kappa Fleiss Kappa NEUTRAL (NEUTRAL) RANDOM 3
4 PROPOSAL : 3: 1: NEU % RAN % PRO % 6 NEU RAN PRO PROPOSAL NEUTRAL RANDOM, PROPOSAL 3 7 NEUTRAL PROPOSAL 7 (5) (4) PROPOSAL PROPOSAL (3) PROPOSAL 3 7 NEU RAN PRO 1, % 52.94% 48.04% % 22.55% 12.75% 4, % 24.51% 39.22% NEU RAN PRO 1, % 48.04% 38.24% % 24.51% 25.49% 4, % 27.45% 36.27% NEUTRAL 4.3 PROPOSAL 8 (4) (5) 9 / (2) 8 S4,S5 U4 4 9 U5-S6 4
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6 [13] Russell, J. A. A circumplex model of affect. Journal of Personality and Social Psychology, 39, pp , [14] Fleiss, J. L. Statistical methods for rates and proportions. 2nd ed. New York: Wiley, [15] Howe, J. The rise of crowdsourcing. Wired Magazine, 14, pp. 1 4, [16],,, Sakti Sakriani,.. 7, 78, pp , [1] Ekman, P. Facial expression and emotion. American Psychologist, 48, pp , [2] Clark, M. S., and Reis, H. T. Interpersonal processes in close relationships. Annual Review of Psychology, 39, pp , [3] Keltner, D., and Haidtm J. Social functions of emotions at multiple levels of analysis. Cognition & Emotion, 13, pp , [4] Morris, M. W., and Keltner, D. How emotions work: An analysis of the social functions of emotional expression in negotiations. Research in Organizational Behavior, 22, pp. 1 50, [5] Forgas, J. P. On feeling good and getting your way: Mood effects on negotiator cognition and bargaining strategies. Journal of Personality and Social Psychology, 74, pp , [6] Carnevale, P. J., and Isen, A. The influence of positive affect and visual access on the discovery of integrative solutions in bilateral negotiation. Organizational Behavior and Human Decision Processes 37, pp. 1 13, [7] Sinaceur, M., and Tiedens, L. Z. Get mad and get more than even: When and why anger expression is effective in negotiations. Journal of Experimental Social Psychology, 42, pp , [8],,.., 29, pp. 1-4, [9] Mazzotta, I., de Rosis, F., and Carofiglio, V. Portia: A user-adapted persuasion system in the healthy-eating domain. IEEE Intelligent Systems, 22, pp , [10] Reisenzein, R. Emotions as metarepresentational states of mind: Naturalizing the beliefdesire theory of emotion. Cognitive Systems Research, 10, pp. 6 20, [11] Taku Kudo, Kaoru Yamamoto, and Yuji Matsumoto. Applying Conditional Random Fields to Japanese Morphological Analysis. In Processing of the Conference on Empitical Methods in Natural Language Processing, pp , [12] Hiroya Takamura, Takashi Inui, and Manabu Okumura. Extracting semantic orientations of words using spin model. in Proceedings of the Annual Meeting on Association for Computational Linguistics. Association for Computational Linguistics, 43, pp ,
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