第17卷 智能系统学报 ·1050· tion detection from text and speech:a survey[J].Social LIANG Jing,YAN Wenjing,WU Qi,et al.Recent ad- network analysis and mining,2018,8(1):1-26. vances and future trends in microexpression research[]. [9]ZHAO Huijuan.YE Ning.WANG Ruchuan.A survey on Bulletin of National Natural Science Foundation of automatic emotion recognition using audio big data and China,2013,272):75-78,82. deep learning architectures[C]//2018 IEEE 4th Interna- [21]EKMAN P.FRIESEN W V.Nonverbal leakage and clues tional Conference on Big Data Security on Cloud (Big- to deception[J].Psychiatry,1969,32(1):88-106. 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A survey on automatic emotion recognition using audio big data and deep learning architectures[C]//2018 IEEE 4th Interna￾tional Conference on Big Data Security on Cloud (Big￾DataSecurity), IEEE International Conference on High Performance and Smart Computing, (HPSC) and IEEE International Conference on Intelligent Data and Security. Omaha, IEEE, 2018: 139−142. [9] SHU Lin, XIE Jinyan, YANG Mingyue, et al. A review of emotion recognition using physiological signals[J]. Sensors (Basel, Switzerland), 2018, 18(7)–2074. [10] ALARCÃO S M, FONSECA M J. Emotions recognition using EEG signals: a survey[J]. IEEE transactions on af￾fective computing, 2019, 10(3): 374–393. [11] SCHACHTER S, SINGER J E. Cognitive, social, and physiological determinants of emotional state[J]. Psycho￾logical review, 1962, 69: 379–399. [12] OSGOOD C E. Dimensionality of the semantic space for communication via facial expressions[J]. Scandinavian journal of psychology, 1966, 7(1): 1–30. [13] MEHRABIAN A, RUSSELL J A. 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[19] 梁静, 颜文靖, 吴奇, 等. 微表情研究的进展与展望 [J]. 中国科学基金, 2013, 27(2): 75–78, 82. [20] LIANG Jing, YAN Wenjing, WU Qi, et al. Recent ad￾vances and future trends in microexpression research[J]. Bulletin of National Natural Science Foundation of China, 2013, 27(2): 75–78, 82. EKMAN P, FRIESEN W V. Nonverbal leakage and clues to deception[J]. Psychiatry, 1969, 32(1): 88–106. [21] YAN Wenjing, WU Qi, LIANG Jing, et al. How fast are the leaked facial expressions: the duration of micro-ex￾pressions[J]. Journal of nonverbal behavior, 2013, 37(4): 217–230. [22] EKMAN P. Darwin's contributions to our understanding of emotional expressions[J]. Philosophical transactions of the Royal Society of London Series B, Biological sci￾ences, 2009, 364(1535): 3449–3451. [23] HAGGARD E A, ISAACS K S. Micromomentary facial expressions as indicators of ego mechanisms in psycho￾therapy[M]// Methods of Research in Psychotherapy. Bo￾ston, MA: Springer, 1966: 154−165. [24] RINN W E. The neuropsychology of facial expression: a review of the neurological and psychological mechan￾isms for producing facial expressions[J]. Psychological bulletin, 1984, 95(1): 52–77. [25] EKMAN P. Lie catching and microexpressions[M]//The Philosophy of Deception. [S. l. ]: Oxford University Press, 2009: 118−136. [26] DU Shichuan, TAO Yong, MARTINEZ A M. Com￾pound facial expressions of emotion[J]. PNAS, 2014, 111(15): E1454–E1462. [27] LI Shan, DENG Weihong. Blended emotion in-the-wild: multi-label facial expression recognition using crowd￾sourced annotations and deep locality feature learning[J]. International journal of computer vision, 2019, 127(6/7): 884–906. [28] KELTNER D, TRACY J, SAUTER D A, et al. Expres￾sion of emotion[J]. Handbook of emotions, 2016: 467–482. [29] KELTNER D. Signs of appeasement: evidence for the distinct displays of embarrassment, amusement, and shame[J]. Journal of personality and social psychology, 1995, 68(3): 441–454. [30] TRACY J L, ROBINS R W. Putting the self into self-con￾scious emotions: a theoretical model[J]. Psychological In￾quiry, 2004, 15(2): 103–125. [31] CAMPOS B, SHIOTA M N, KELTNER D, et al. What is shared, what is different? Core relational themes and ex￾pressive displays of eight positive emotions[J]. Cognition & emotion, 2013, 27(1): 37–52. [32] 第 17 卷 智 能 系 统 学 报 ·1050·