• Title/Summary/Keyword: Gender Classification

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음성 특성 및 음성 독립 변수의 사상체질 분류로의 적용 방법 (Application of Vocal Properties and Vocal Independent Features to Classifying Sasang Constitution)

  • 김근호;강남식;구본초;김종열
    • 사상체질의학회지
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    • 제23권4호
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    • pp.458-470
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    • 2011
  • 1. Objectives Vocal characteristics are commonly considered as an important factor in determining the Sasang constitution and the health condition. We have tried to find out the classification procedure to distinguish the constitution objectively and quantitatively by analyzing the characteristics of subject's voice without noise and error. 2. Methods In this study, we extract the vocal features from voice selected with prior information, remove outliers, minimize the correlated features, correct the features with normalization according to gender and age, and make the discriminant functions that are adaptive to gender and age from the features for improving diagnostic accuracy. 3. Results and Conclusions Finally, the discriminant functions produced about 45% accuracy to classify the constitution for every age interval and every gender, and the diagnostic accuracy was meaningful as the result from only the voice.

ON COLLEGE MATHEMATICS EDUCATION BY COMPARATIVE ANALYSIS OF COLLEGE ACHIEVEMENTS AND SCORES OF COLLEGE ENTRANCE EXAMINATION

  • Piao, Guang-Ri;Cui, Mei-Hong
    • East Asian mathematical journal
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    • 제33권4호
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    • pp.467-482
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    • 2017
  • This paper studies the relationship between the college entrance examination scores and college mathematics achievements of the freshman, who are the students of college of technology and management in Yanbian University, by employing statistical analysis. First of all, we start from the correlation analysis of the majors and regions of students. Secondly, with gender and region as the classification, we divide the sample into two parts and test the mean significance, and we find that not only different gender but also different region have significant differences to college mathematics achievements. Thirdly, we use the college entrance examination scores as independent variable, and college mathematics achievement as the dependent variable to establish regression model. The model provides a realistic basis for the education department of our school, and provides reference value for the other major research.

효율적인 의료전달체계 확보를 위한 요인 분석 (Analysis of Factors that will Ensure Effective Health Care Delivery System)

  • 이현실;김미선;오진용;이승윤;정동진;이태로
    • 디지털융복합연구
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    • 제10권6호
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    • pp.303-310
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    • 2012
  • 본 연구는 의료수요자(환자)들을 대상으로 의료기관별 역할 인지, 낯선 질환 발병 시 이용 의료기관, 질병의 경 중증 인식 등에 관한 분석을 통하여 효율적인 의료전달체계를 위한 요인들을 파악하였다. 서울 소재 일반인 400명을 대상으로 2011년 4월 25일부터 5월 18일까지 14일간 자기기입방식(self-administration)을 통한 설문조사를 실시하였다. 성별, 연령, 교육수준 별로 차이가 있는지 분석했고, 분석방법은 빈도분석, 카이제곱검정, t-test를 실시하였다. 의료기관별 역활 인지 및 낯선 질병 발병 시 방문하는 의료기관에 관한 분석결과는 둘 다 성별에 따라 유의한 차이가 없는 것으로 나타났지만, 연령과 교육정도에 대한 검증결과는 유의한 차이를 보였다. 질병의 경 중증에 대한 인식을 분석한 결과는 경증은 성별과 연령에서 유의한 차이가 있었고, 중증은 연령과 교육정도에서 매우 유의한 차이가 있는 것으로 나타났다. 지속가능하고 효과적인 의료체계의 확보를 위해 1차 의료기관의 활성화 및 의료기관별 기능과 경 중증 질병 분류 기준에 대한 맞춤형 교육과 홍보가 필요하다.

소비자 맞춤형 식품안전 정보 제공 웹 디자인 개발에 관한 연구 (A Study on Web Design Development for Consumer-Oriented Information for Food Safety)

  • 이심열;박명희;조유현
    • 한국생활과학회지
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    • 제21권6호
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    • pp.1129-1144
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    • 2012
  • The purpose of this study was to investigate the gender difference in adolescent's problem behavior and depression, and The main aim of this study was to develop a fundamental web design to provide information content that would be easy for average consumers to understand based on the classification of information related to food safety. Based on the information obtained through in-depth interviews, the researchers developed an information classification system that meets the needs of consumers, and which serve as a basic framework for a homepage for a food safety information center. A total of 62 food items in 6 areas were selected based on reports of food safety related events occurring between 1998-2009 (KFDA 2008). The classification system of risk factors such as chemical risk factors and biological risk factors were categorized. The specific features of the information content for individual food items provided for classification based on evaluation by professional food scientists and the importance of risk factors. By providing a consumer participation section and company participation section, it was anticipated that the food safety information center would be able to act as a moderator for food safety information communication among consumers, the food industry, and the government. Based on the development of a classification system and framework, a design plan and tree-map for the internet site was developed.

Study of Characteristics of Patients with Hyperhidrosis

  • Son, Chang-Gue
    • 대한한의학회지
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    • 제33권4호
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    • pp.37-41
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    • 2012
  • Objectives: This study was aimed to establish the clinical features of the patients suffering from hyperhidrosis, who are willing to visit Oriental clinics. Methods: Forty-six patients with primary hyperhidrosis were enrolled in this study classification, body part of perspiration and its severity, and constitutional differentiation were analyzed. Results: 85.1% of patients were 10 to 39 years old. The body part most complained of hyperhidrosis was the hands and feet at 50%. The portion of Teaeumin, Soumin, and Soyangin was 56.6% 21.1%, and 21.7% respectively. Soumin specifically showed a higher frequency of palmar and plantar hyperhidrosis as 90%. The average score of symptoms was $5.1{\pm}1.7$ by a 10-point self- reporting numeric rating scale (NRS). No statistical difference of NRS score was observed regarding gender, Sasang classification, or hyperhidrosis region. Conclusions: This study provides an overview of hyperhidrosis patients visiting an Oriental clinic, and will be helpful in establishing a strategy for the Korean medicine (KM)-based therapeutic development.

KoBERT를 활용한 한국 드라마 대본 대사 성별 구분 (Gender classification of Korean drama script lines using KoBERT)

  • 이세희;선금규
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
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    • 한국정보과학회언어공학연구회 2022년도 제34회 한글 및 한국어 정보처리 학술대회
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    • pp.470-472
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    • 2022
  • 최근 글로벌 OTT 서비스에서 한국드라마가 세계적 인기를 얻음에 따라 드라마 콘텐츠의 가치가 높아지고 있다. 드라마 대본은 드라마 제작에 있어서 핵심이 되는 데이터로, 특히 대사에는 인물의 특성이 잘 나타나 있다. 본 논문에서는 KoBERT 모델을 활용해 드라마 대사에서 인물의 특성 중 하나인 성별을 구분하고 실험 결과를 제시한다. KoBERT 모델로 대사의 성별을 분류한 뒤, 콘텐츠 분석과 인공지능 창작 측면에서의 활용 가능성에 대해 논의한다.

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Study on the Relationship between Candidate Genes of Cerebral Infarction and Sasang Constitution

  • Park Hye-Sun;Kim Kyung-Yo;Joo Jong-Cheon;Kim Jong-Yeol
    • 대한한의학회지
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    • 제25권4호
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    • pp.209-219
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    • 2004
  • The author investigated whether ACE/DD, AGN/TT, and ApoE/ε4 genotypes are associated with CI and whether genetic risk is enhanced by Sasang constitutional classification. The author ascertained these genotypes in patients with CI (n=211), diagnosed by brain computed tomography. Control subjects for the infarction group were randomly selected from 319 subjects matched for age, gender, and history of hypertension with patients. The ACE/DD genotype was not associated with CI. However. there was significant association between ApoE polymorphism and CI (x²=15.089, p<.05). Furthermore, frequency of AGN/TT genotype was higher in the patients with CI than in the controls (x²=20.072, p<.05). The frequency of T allele Was 0.91 in patients and 0.82 in controls (x²=17.237, p<.05). However, the Sasang constitutional classification did not increase the relative risk for CI in the subjects with ApoE/ε4 or AGN/T allele. These results suggest that ApoE and AGN polymorphism predict CI. but Sasang constitutional classification does not enhance the risk for CI associated with ApoE/ε4 or AGN/TT in a Korean population.

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Suicide Mortality Across Broad Occupational Groups in Greece: A Descriptive Study

  • Alexopoulos, Evangelos C.;Kavalidou, Katerina;Messolora, Fani
    • Safety and Health at Work
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    • 제7권1호
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    • pp.1-5
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    • 2016
  • Background: Several studies have investigated the relationship between specific occupations and suicide mortality, as suicide rates differ by profession. The aim of this study was to investigate suicide mortality ratios across broad occupational groups in Greece for both sexes in the period 2000-2009. Methods: Data of suicide deaths were retrieved from the Hellenic Statistical Authority and comparative mortality ratios were calculated. Occupational classification was based on the International Classification of Occupations (ISCO-88) and the coding for Intentional self-harm (X60-X84) was based on the international classification of diseases (ICD-10). Results: Male dominant occupations, mainly armed forces, skilled farmers and elementary workers, and female high-skilled occupations were seen as high risk groups for suicide in a period of 10 years. The age-productive group of 30-39 years in Greek male elementary workers and the 50-59 age-productive group of Greek professional women proved to have the most elevated number of suicide deaths. Conclusion: Further research is needed into the work-related stressors of occupations with high suicide mortality risk and focused suicide prevention strategies should be applied within vulnerable working age populations.

여성골프지도자의 젠더 불평등 현실과 대안 (The Reality and Alternative of Gender Inequality to Female Golf Leader)

  • 우주연
    • 융합정보논문지
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    • 제10권9호
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    • pp.237-243
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    • 2020
  • 본 연구는 채용과 승진에 있어 여성골프지도자들의 불평등한 현실을 조사하고 이를 극복 할 수 있는 대안을 알아보는데 목적이 있다. 이에 드라이빙레인지에 취업한 지도경력이 10년 이상 된 여성골프지도자 9명의, 심층인터뷰와 본 연구자의 참여 관찰로 이루어졌으며 영역분석과 분류분석을 활용하고 전문가의 협의, 삼각검증방법, 참여자들과의 재확인을 하였다. 연구 결과는 첫째, 여성골프지도자들은 사회적 인식과 먼저 진출한 남성골프지도자들의 네트워크에 동등한 경쟁을 할 수 없었다. 둘째, 여성골프지도자들은 한국사회에서 유교문화로 교육되어온 여성의 역할론에 충실했다. 셋째, 젠더 불평등 현실을 극복하기 위해서 스스로 교육을 선택해 자아존중감을 높이고 있었다. 넷째, 채용공고와 업무 표준화로 공정한 기회를 주어야 한다. 마지막으로, 선수의 비율은 곧 지도자의 비율로 이어지며 지도자의 수가 평등으로 가는 조건이 된다는 것을 확인할 수 있었다.

연령별 대뇌 피질 두께의 성별 차이에 대한 형태학적 분석 (Morphological Analysis of Age-related Gender Differences in Cortical Thickness)

  • 서해석;김수현;윤의철
    • 대한의용생체공학회:의공학회지
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    • 제44권1호
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    • pp.53-63
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    • 2023
  • There have been many studies from the genetic system to physical activity and emotional expression such that there are gender differences. The purpose of this study was to determine how the structural characteristics of cortical thickness differ between males and females. This study used data from the Human Connectome Project (HCP). To analyze age-specific sexual dimorphisms of cortical thickness, selected 8-80 year old subjects were divided into five detailed age range groups according to each criterion. A total of 1,700 individual brain MRI T1 data were registered in stereotaxic space for analysis and classified into white matter (WM), gray matter (GM), and cerebro-spinal fluid (CSF). For surface-based analysis, the WM/GM surface was reconstructed from a spherical polygon model with 40962 vertices per hemisphere, and each vertex was extended to the GM/CSF boundary. Cortical thickness was then measured between each vertex using the t-link method. In the statistical analysis, intracranial volume was used as a covariate to exclude the effect of the difference in brain size of each individual, and the result of using age as a covariate was added to confirm the age effect within each group. Gender differences in cortical thickness had significant results by group. This may be an index to explain diseases with sexual dimorphism in prevalence or become a basis for explaining the characteristics of each sex that appear in behavior, personality, and aging. Therefore, the results of our study could be a criterion for age classification in future studies and for understanding 'normal' sexual dimorphism.