• ETRI Journal
• /
• 제35권5호
• /
• pp.869-879
• /
• 2013

This study is related to the acquisition of physiological signals of human emotions and the recognition of human emotions using such physiological signals. To acquire physiological signals, seven emotions are evoked through stimuli. Regarding the induced emotions, the results of skin temperature, photoplethysmography, electrodermal activity, and an electrocardiogram are recorded and analyzed as physiological signals. The suitability and effectiveness of the stimuli are evaluated by the subjects themselves. To address the problem of the emotions not being recognized, we introduce a methodology for a recognizer using prototype-based learning and particle swarm optimization (PSO). The design involves two main phases: i) PSO selects the P% of the patterns to be treated as prototypes of the seven emotions; ii) PSO is instrumental in the formation of the core set of features. The experiments show that a suitable selection of prototypes and a substantial reduction of the feature space can be accomplished, and the recognizer formed in this manner is characterized by high recognition accuracy for the seven emotions using physiological signals.

• 한국감성과학회:학술대회논문집
• /
• 한국감성과학회 1999년도 춘계학술발표논문집 논문집
• /
• pp.11-15
• /
• 1999

The discrete state theory on emotion postulated that there existed discrete emotions, such as happiness, anger, fear, disgust, and so forth. Many investigators who emphasized discreteness of emotions have suggested that discrete emotions entailed their specific activities in the autonomic nervous system. The purposes of this study were to develop a model of emotion-specific physiological response patterns. The study postulated six emotions (i.e., happiness, sadness, anger, disgust, fear, and surprise) as the basic discrete emotions. Thirty eight college students participated in the present study. Twelve slides (2 for each emotion category) were presented to the subjects in random order. During resting period of 30 s prior to the presentation of each slide, four presentation of each slide, four physiological measures (EEG, ECG, EDA, and respiration) were recorded to establish a baseline. The same physiological measures were recorded while each slide was being presented for 60 s (producing an emotional sate). Then, the subjects were asked to rate the degree of emotion induced by the slide on semantic differential scales. This procedure was repeated for every slide. Based upon the results, a model of emotion-specific physiological response patterns was developed: four emotion (fear, disgust, sadness, and anger) were classified according to the characteristics of EEG and autonomic responses. However, emotions of happiness and surprise were not distinguished by any combination of the physiological measures employed in this study, suggesting another appropriate measure should be adopted for differentiation.

• ETRI Journal
• /
• 제37권6호
• /
• pp.1231-1241
• /
• 2015

In this study, we investigate the relationship between emotions and the physiological responses, with emotion recognition, using the proposed fuzzy information granulation-based neural network (FIGNN) for boredom, pain, and surprise emotions. For an analysis of the physiological responses, three emotions are induced through emotional stimuli, and the physiological signals are obtained from the evoked emotions. To recognize the emotions, we design an FIGNN recognizer and deal with the feature selection through an analysis of the physiological signals. The proposed method is accomplished in premise, consequence, and aggregation design phases. The premise phase takes information granulation using fuzzy c-means clustering, the consequence phase adopts a polynomial function, and the aggregation phase resorts to a general fuzzy inference. Experiments show that a suitable methodology and a substantial reduction of the feature space can be accomplished, and that the proposed FIGNN has a high recognition accuracy for the three emotions using physiological signals.

• 한국감성과학회:학술대회논문집
• /
• 한국감성과학회 1997년도 한국감성과학회 연차학술대회논문집
• /
• pp.224-227
• /
• 1997

The International Affective Picture System (IAPS) developed by Lang and colleagues[1] is a world-widely adopted tool in studices relating a variety of physiological indices to subjective emotions induced by the presentation of standardized pictures of which subjective ratings are well established in the three dimensions of pleasure, arousal and dominance. In the present stuey we investigated whether distinctive EEG characteristics for six discrete emotions can be discernible using 12 IAPS pictures that scored highest subjective ratings for one of the 6 categorical emotions, i. e., happiness, sadness, fear, anger, disgust, and surprise (Two slides for each emotion). These pictures as visual stimuli were randomly given to 38 right-handed college students (20-26 years old) with 30 sec of exposure time and 30sec of inter-stimulus interval for each picture while EEG signals were recorded from F3, F4, O1, and O2 referenced to linked ears. The FFT technoque were used to analyze the acquired EEG data. There were significant differences in RP value changes of EEG bands, most prominent in theta, between positive positive and negative emotions, and partial also among negative emotions. This result is in agreement with previous studies[2, 3]. However, it requires further studied to decided whether IAPS could be a useful tool for catigorical approaches to emotion in addition to its traditional uwe, namely dimensional to emotion.

• 감성과학
• /
• 제21권4호
• /
• pp.103-112
• /
• 2018

This study aimed to identify specific psychological and brain activation responses relating to the processing of negative emotions in patients with alcohol dependency. The authors hypothesized that patients with alcohol dependency would demonstrate the abnormal functioning of brain regions involved in negative emotions. Eleven male patients diagnosed with alcohol dependence in an inpatient alcohol treatment facility and 13 social drinkers with similar demographics were scanned using functional magnetic resonance imaging (fMRI) as they viewed film clips that evoked negative emotions. During exposure to negative emotional stimuli, the control group evinced significantly greater activity in the right anterior cingulate cortex (ACC) in comparison to patients with alcohol dependency. Correlation analyses demonstrated a negative association in the relationship between beta values from the right ACC and amygdala in participants classified in the control group. No statistically significant relationship was observed for blood oxygenation level-dependent (BOLD) changes between the two regions in the patient group during the elicitation of negative emotions. On the other hand, patients exhibited a greater activation of the amygdala as negative emotions were induced. These results suggest that alcoholism presents pathophysiology of brain activation that is distinct from the responses of healthy individuals functioning as controls.

• 문화기술의 융합
• /
• 제5권1호
• /
• pp.13-20
• /
• 2019

이 연구는 시조의 감정 코드를 AI에 코딩시킬 수 있는 부호들을 연구하여 문학치료에 활용하고자 하는 것이다. 본 연구에서는 시조 "공산에 우는 접동"의 감정 코딩을 시행해보았다. 결과적으로 Emotion Codon은 슬픔의 카타르시스의 상태를 나타낼 수 있었다. 이렇게 시조의 감정 코드들을 Emotion Codon으로 착상시키는 것은 인체의 감정을 AI에 착상시키는 것과 같다고 할 수 있다. 기본적인 감정 코드들을 Emotion Codon에 착상시켜 AI의 자가 학습을 유도하면 인체에서 일어나는 다양한 감정들을 AI가 조합할 수 있다고 본다. 이때 AI는 인간의 감정을 대신할 수 있게 되어 인체의 감정 치료에 유용하게 활용될 수 있다. 본 연구를 지속하면 인체의 감정을 유도하여 마음과 정신을 치료할 수 있을 것으로 사료된다.

• 한국산학기술학회논문지
• /
• 제19권2호
• /
• pp.185-191
• /
• 2018

본 연구는 유발된 정서가 뒤따르는 수 연산과제에 미치는 간섭현상의 종류와 크기를 확인해 보기 위해 수행되었다. 유발된 정서상태의 유지가 작업기억 요소 간 원활한 수행을 간섭할 수 있는 단계별 인지과제 처리 과정을 통해 자극유형 및 정서의 종류가 기초 연산(fundamental arithmetic operation)과제 수행에 미치는 영향을 알아 보았다. 피험자는 인구학적 변인에서 거의 차이가 없는 균질적인 대학생 집단으로 구성되었으며, 사전 연습시행에서 표정모방을 통해 유발된 정서를 유지하면서 후속되는 연산과제 수행 및 제시되는 답의 정오를 판단하도록 지침을 받았다. 분석결과, 자극유형 간에 간섭의 크기에서는 차이가 없었으나 유발된 정서의 종류 간에는 차이가 발견되었다. 유발된 정서의 시간지연 주효과가 계산과정의 어느 단계에 영향을 주었는지를 알아보기 위해, 자극 유형별로 정서 간 오류율과 지연 정반응률을 구하여 함께 분석하였는데, 긍정정서(기쁨조건)의 시간지연이 문장자극일 때에는 오류율 간 차이로, 그림자극일 때에는 지연 정반응률 간 차이로 나타남을 확인하였다. 이와 같은 결과는 유발된 긍정 정서의 영향이 부정정서(분노 및 슬픔 조건)에 비해 계산지연을 확대시키는 방향으로 나타났다는 점 외에 문장자극의 정서유발이 계산실패로 이어지기 쉬운 반면, 그림자극의 정서유발은 계산요동으로 이어지기 쉬운 특성이 있는 것으로 그 주효과의 영향이 분리될 수 있음을 시사한다고 하겠다.

• 생물정신의학
• /
• 제7권2호
• /
• pp.174-179
• /
• 2000

연구목적 : 환청이 자기감시체계의 이상이라고 주장하는 일부 학자들은 청각적 언어상상과 관련된 뇌 활성화 소견을 이용하여 환청의 병리기전을 밝히고자 하였다. 그런데 대부분의 환청의 내용은 부정적 감정을 동반하는 내용이다. 이런 점에서 저자들은 부정적 감정이 청각적 언어상상에 의해 유발된 대뇌 피질 활성에 어떤 식으로 영향을 미치는지 알아보고, 이를 통해 부정적 감정이 환청발생에 미칠 수 있는 영향을 이해해 보고자 하였다. 방법 : 정상인과 정신분열병 환자를 대상으로 부정적 내용의 청각적 언어상상 과제와 부정적 내용의 청각적 언어상상 과제를 수행토록 하였다. 이 두 가지 과제를 수행하면서 정량화뇌파검사를 시행하였고, 이때의 대뇌피질 활성의 차이를 paired t-test를 이용하여 분석하였다. 그리고 이러한 차이가 정신분열병 환자와 정상인에서 각기 어떤 식으로 달리 나타나는가 비교하였다. 결과 : 정상인의 경우 중립적 감정일 때에 비해 부정적 감정의 청각적 언어상상시, 좌측 측두엽 부위(TCP1)에서 beta주파수대의 뇌파 진폭이 증가하였고, 대뇌 우반구의 몇몇 부위(FP2, F4, C4, CP2, P4)에서 theta주파수대의 뇌파 진폭이 감소하였다. 그러나 정신분열병 환자의 경우, 두 가지 과제를 수행하는 동안 모든 주파수대에서 뇌파 진폭의 차이가 관찰되지 않았다. 결론 : 본 연구 결과는 좌측 측두엽의 더 많은 활성이 요구되는 부정적 내용의 청각적 언어상상을 하게 될 때, 정신분열병 환자에서는 적절한 활성화가 이루어지지 못하는 것을 지지하는 소견으로 생각된다. 그리고 이에 따른 자기감시체계의 활성의 저하가 환청과 밀접하게 관련될 수 있는 것으로 시사된다.

• 한국전문물리치료학회지
• /
• 제28권2호
• /
• pp.101-107
• /
• 2021

Background: Studies suggest that induced emotional changes can affect the sensory-motor system involved in the practice of muscle activity and movement in physical aspects. Previous studies have shown focused on effects just feedback on muscle activity associated with emotions but rarely have focused induced emotional change on gross motor function such as muscle activity. Objects: The purpose of this study was to compare biceps activity and emotion that before and after viewing a video was induced positive or negative emotion. Methods: The study enrolled 34 healthy male and female who scored at normal points on the Center for Epidermiological Studies-Depression Scale. The study measured over two weeks, showing subjects pleasant and sad videos one by one in a week. We performed to measure the biceps brachii activity which is maximal voluntary isometric contraction (MVIC) and the visual analog mood scale (VAMS) scores before and after one week. The significance level was set to α = 0.05. Results: There was no significant difference in muscle activity of the biceps brachii before and after each video was viewed (p > 0.05). However, the visual analogue mood scale showed an increase in VAMS after viewing each video (p < 0.05). Conclusion: We figured out induced emotional changes are cause actual emotional changes but there are no differences in muscle activity. In this research, watching the video with a short time looks like insufficient to change muscle activity. Nevertheless, there might be different when we check various muscles with sufficient time for viewing the video. Further study is needed to measure a variety of muscles with more time for viewing the video.

• 한국감성과학회:학술대회논문집
• /
• 한국감성과학회 2000년도 춘계 학술대회 및 국제 감성공학 심포지움 논문집 Proceeding of the 2000 Spring Conference of KOSES and International Sensibility Ergonomics Symposium
• /
• pp.370-379
• /
• 2000

Autonomic responses were analyzed in 323 college students exposed to visual stimulation with Korean Affective Picture System (KAPS). Cardiac, vascular and electrodermal variables were recorded during 30 sec of viewing affective pictures. The same slides intended to elicit basic emotions (fear, anger, surprise, disgust, sadness, happiness) were presented to subjects in 2 trials with different experimental context. The first time slides were shown without any instructions (passive viewing), while during the second with instruction to exert efforts to magnify experienced emotion induced by pictures (active viewing). The aim of the study was to differentiate autonomic manifestations of emotions elicited by KAPS stimulation and to identify the role of instructed emotional engagement on physiological response profiles. The obtained results demonstrated reproducibility of responses in both trials with different contexts. Pairwise comparison of physiological responses in emotion conditions revealed the most pronounced differentiation for "ear-anger" and "fear-sadness" pairs (in electrodermal and HR variability parameters). "Fear-surprise" pair was also well differentiable. The typical response profile for all emotions included HR acceleration (except happiness and surprise), an increase of electrodermal activity, and a decrease of pulse volume. Higher cardiovascular and electrodermal reactivity to fear observed in this study, e.g., as compared to data with IAPS as stimuli, can be explained by cultural relevance and higher effectiveness of KAPS as stimuli, can be explained by cultural relevance and higher effectiveness of KAPS in producing certain emotions such as fear in Koreans.