• Title/Summary/Keyword: emotional pattern

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The Pattern Recognition Methods for Emotion Recognition with Speech Signal (음성신호를 이용한 감성인식에서의 패턴인식 방법)

  • Park Chang-Hyun;Sim Kwee-Bo
    • Journal of Institute of Control, Robotics and Systems
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    • v.12 no.3
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    • pp.284-288
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    • 2006
  • In this paper, we apply several pattern recognition algorithms to emotion recognition system with speech signal and compare the results. Firstly, we need emotional speech databases. Also, speech features for emotion recognition is determined on the database analysis step. Secondly, recognition algorithms are applied to these speech features. The algorithms we try are artificial neural network, Bayesian learning, Principal Component Analysis, LBG algorithm. Thereafter, the performance gap of these methods is presented on the experiment result section. Truly, emotion recognition technique is not mature. That is, the emotion feature selection, relevant classification method selection, all these problems are disputable. So, we wish this paper to be a reference for the disputes.

A Comparative Study on the Individual Personality and Intelligence for Criminal (개인의 성격과 지능이 범죄에 미치는 영향에 관한 연구)

  • Rim, Sang-Gon
    • Korean Security Journal
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    • no.8
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    • pp.309-336
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    • 2004
  • Approximately equivalent to character disorder or character neuroses or behavioral reaction. For a discussion of the term as used currently, in the 1968 revision of psychiatric nomenclature(DSM-II). In DSM-I(1952 nomenclature), this term referred to those cases in which the personality, in its struggle for adjustment to internal and external stresses, utilized primarily a pattern of action or behavior rather than symptoms in the mental, somatic or emotional spheres. There is minimal subjective anxiety and little or no sense of distress. As thus defined, there are three main groups of personality disorder, personality pattern disturbance, personality trait disturbance and sociopathic, personality disturbance. Morton Prince asks whether a subconscious process can perform the same function as are ordinarily performed by conscious intelligence that is to say memory, perception, reasoning, imagination, volition, affectivity, etc? He cites clinical material at great length, concluding that the quality of the functions performed they frequently exhibit, that which is characteristic of intelligence.

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The Pattern Recognition Methods for Emotion Recognition with Speech Signal (음성신호를 이용한 감성인식에서의 패턴인식 방법)

  • Park Chang-Hyeon;Sim Gwi-Bo
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2006.05a
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    • pp.347-350
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    • 2006
  • In this paper, we apply several pattern recognition algorithms to emotion recognition system with speech signal and compare the results. Firstly, we need emotional speech databases. Also, speech features for emotion recognition is determined on the database analysis step. Secondly, recognition algorithms are applied to these speech features. The algorithms we try are artificial neural network, Bayesian learning, Principal Component Analysis, LBG algorithm. Thereafter, the performance gap of these methods is presented on the experiment result section. Truly, emotion recognition technique is not mature. That is, the emotion feature selection, relevant classification method selection, all these problems are disputable. So, we wish this paper to be a reference for the disputes.

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Pattern Recognition Methods for Emotion Recognition with speech signal

  • Park Chang-Hyun;Sim Kwee-Bo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.6 no.2
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    • pp.150-154
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    • 2006
  • In this paper, we apply several pattern recognition algorithms to emotion recognition system with speech signal and compare the results. Firstly, we need emotional speech databases. Also, speech features for emotion recognition are determined on the database analysis step. Secondly, recognition algorithms are applied to these speech features. The algorithms we try are artificial neural network, Bayesian learning, Principal Component Analysis, LBG algorithm. Thereafter, the performance gap of these methods is presented on the experiment result section.

A Case Report of Hyperhidrosis treated by Oryeong-san based on Shanghanlun Provisions (『상한론(傷寒論)』변병진단체계(辨病診斷體系)에 근거하여 오령산(五苓散) 투여 후 호전된 다한증 증례 1례)

  • Park, Seo-Yeon
    • 대한상한금궤의학회지
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    • v.10 no.1
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    • pp.133-142
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    • 2018
  • Objective : The purpose of this paper is to report the improvement of patient with hyperhidrosis treated by herb medication based on Shanghanlun disease pattern identification diagnostic system. Methods : According to 'Disease Pattern Identification Diagnostic System based on Shanghanlun Provisions', the patient was diagnosed with Taeyang-byung Kyeolhyung number 156 provision, and took Oryeong-san herb medication 15days. The result of administration was evaluated by Hyperhidrosis Disease Severity Scale (HDSS) and Visual Analog Scale (VAS). Results : After administration of Oryeong-san 15days, based on 156 provision of Oryeong-san seclected according to Shanghanlun provisions, Hyperhidrosis Disease Severity Scale (HDSS) was decreased from 4 to 2 and Visual Analog Scale (VAS) was decreased from 10 to 2. Conclusions : The patient's hyperhidrosis improved. This case report suggests that the word '遂' on the 153-156 provisions of Shanghanlun be a direct emotional cause of hyperhidrosis in this case.

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Pattern Analysis of Comorbidity and Multimorbidity in Reference to the 7th KNHANES (국민건강영양조사를 이용한 동반질환 및 다중이환의 패턴분석)

  • Lee, Hyun-Ju;Myoung, Sungmin
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.699-700
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    • 2021
  • This study investigated patterns of co-occuring chronic diseases and disorders in old ages. For this purpose, we utilized data from the Korean National Health and Nutrition Examination Survey for 3,734 old adults aged over 65. Data on 18 conditions were obtained, and analyzed using network analysis, associated rule mining, cluster analysis. The majority of participants has multimorbidity. Association rules analysis reveals unexpected comorbidities with high lift and confidence. Also, some morbidity clusters were present. Diabetes and emotional disorder had the greatest comorbidity and represent complex comorbid conditions. Old age is characterized by a complex pattern of multimorbidity and comorbidity. In conclusion, particular combinations of morbidities were very prevalent and will be needed to policy of health care interventions for old ages.

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The Difference of Syndrome Differentiation Patterns between Premenopausal and Climacteric Obese Korean Women (폐경전 및 갱년기 과체중 한국 성인 여성의 변증 지표 차이에 대한 연구)

  • Chung, Won-Suk;Hwang, Mi-Ja;Lee, A-Ra;Moon, Jin-Seok;Choi, Sun-Mi;Song, Mi-Yeon
    • Journal of Korean Medicine for Obesity Research
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    • v.8 no.2
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    • pp.37-47
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    • 2008
  • Objectives The aim of the study was to investigate the difference between pattern identification of premenopausal(n=39) and climacteric(n=40) korean obese and overweight women using Syndrome Differentiation Questionaire. Methods 39 premenopausal obese women(BMI${\geq}25kg/m^2$) and 40 climacteric overweight and obese women(BMI${\geq}23kg/m^2$) were recruited from October 2007 to March 2008 in Seoul, Korea. Subjects who had other disease were rejected. Basic anthropometry and body composition were measured. Every subjects were given and filled out the Syndrome Differentiation Questionaire, and we analyzed that using Fisher's exact test. Results 1. Premenopausal women showed high frequency of food accumulation pattern(43.6%), but in climacteric women, liver qi depression pattern was frequent(57.5%, p=0.021). 2. In weighted Syndrome Differentiation Questionaire score, Premenopausal women showed high frequency of food accumulation pattern(43.6%), but in climacteric women, liver qi depression pattern was frequent(47.5%, p=0.004). 3. There were no correlation between anthropometry and scores of the each patterns. Conclusions In this study, we can find out that the dietary factors play major roles in obesity of premenopausal women and emotional factors in obese climacteric women in the view of oriental pattern identification diagnosis. But it seemed that there lacked of consideration that reflected the degree of obesity in this Syndrome Differentiation Questionaire.

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Relationships between depression, anxiety, 'exterior-interior pattern and cold-heat pattern' and Heart Rate Variability in healthy Subjects (건강인의 표리 한열 변증, HRV, 우울, 불안 지표의 상관성 분석)

  • Kim, Ji-Eun;Lee, Jeong-Chan;Kang, Hee-Chul;Lee, Seung-Gi;Park, Kyung-Mo
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.20 no.2
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    • pp.482-487
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    • 2006
  • The identification of the exterior-interior pattern and the cold-heat pattern is one of the most frequently used diagnostic methods in Oriental medicine. No systematic studies, however, have yet been conducted to determine the emotional and autonomic factors involved in the exterior-interior and cold-heat. In this study, the relationships between depression, anxiety, and the exterior-interior and cold-heat patterns in 100 healthy female volunteers with a mean age of 42.77 were also investigated. The autonomic nervous system's control of human temperature is a well known fact. Thus, this paper also aimed to investigate the correlationof the autonomic nervous system and patterns of the exterior-interior and cold-heat. The analysis of heart rate variability (HRV), which has become a popular non-invasive tool for assessing the activities of the autonomic nervous system, was conducted in this study. No relationship was found between the exterior-interior and cold-heat pattern scores and the degree-of-depression scores. But there was a significant difference between the exterior-interior and cold-heat pattern scores of the different anxiety types, and between those of the different anxiety levels. The depression and anxiety levels also had an effect on the HRV indices.

A Review of Etiology, Pattern Identification, Treatment of Traditional Chinese Medicine for Childhood Anorexia (소아 식욕부진의 병인, 변증, 치료에 대한 고찰 -중의학 논문을 중심으로-)

  • Seo, Hae Sun;Kim, Hye Yeon;Park, Sul Gi;Lee, Sun Haeng;Lee, Jin Yong;Chang, Gyu Tae
    • The Journal of Pediatrics of Korean Medicine
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    • v.36 no.1
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    • pp.1-37
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    • 2022
  • Objectives This study aimed to provide a basis for applying Korean medical treatment for childhood anorexia in clinical practice by examining Korean medical etiology, pattern differentiation, and treatment, and focusing on research articles on Chinese medicine. Methods Articles on Chinese medicine related to childhood anorexia published before November 4, 2021, in the China National Knowledge Infrastructure (CNKI), were analyzed. The etiology, pattern differentiation, and Chinese medical treatment were summarized. Results Of a total of 73 studies, 13 were randomized controlled trials (RCT), 32 were case studies, and 28 were review papers. The most common Chinese medical etiology of childhood anorexia was emotional instability, and the western medical etiology was problems with diet and lifestyle. The most frequently reported pattern differentiations were spleen-stomach-qi deficiency (脾胃氣虛), stomach-yin deficiency (胃陰不足), and spleen failing in transportation syndrome (脾失健運). The most frequent prescriptions were modified Yangwijeungaektang (养胃增液湯加減), Samryongbakchulsan (蔘苓白术散加减), and Ekongsan (異功散加減). As frequntly used tuina acupoints, Naepalgwae (内八卦), Joksamli (足三里), and Bigyeong (脾經) were mentioned. Conclusions This study analyzed the etiology, pattern differentiation, and Korean medical treatment of anorexia in children. Based on this study, standardization and well-designed clinical studies on Korean medical treatments for childhood anorexia can be expected in the future.

A Study on the Policy Implication on the Relation of Social Media & Movie industry : Focusing on Emotional Perception & Audience Trends (소셜미디어와 영화산업 관계의 정책적 함의 연구: 감성인식과 국내 영화 관객추세 분석을 중심으로)

  • Song, Myung Bean;Lee, Sang-Ho
    • Journal of Digital Convergence
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    • v.12 no.1
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    • pp.295-303
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    • 2014
  • This exploratory study deals with the digital policy proposal through emotional perception of real name SNS and WOM effect. Research was based on the audience trends analysis of the movies having official SNS sites and the movies not having official SNS sites among the opened 90 movies in Korea from 2012 to 2013. Therefore, researchers confirmed that the representative real SNS, facebook was utilized as emotional marketing tools and tried to analyze the effectiveness of SNS critically. The research results are the follows. First, the movies to actively utilize facebook showed statistically significant differences in terms of daily, weekly audience and seat share (occupancy ratio). It is indirectly confirmed that real name SNS such as facebook is much effective in WOM marketing. Second, in the daily trends and weekly trends, the movies showed a similar pattern and above all, the movies to actively take advantage of facebook maintained their audience trends. Thus the government and the corporation have to understand the emotional WOM effect of real name SNS for policy effectiveness. Therefore this study gives the contribution practically for boost up the policy effectiveness through emotional ripple WOM effect of the strength of weak tie of real name SNS.