• 제목/요약/키워드: gender sensitive

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Fast Face Gender Recognition by Using Local Ternary Pattern and Extreme Learning Machine

  • Yang, Jucheng;Jiao, Yanbin;Xiong, Naixue;Park, DongSun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제7권7호
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    • pp.1705-1720
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    • 2013
  • Human face gender recognition requires fast image processing with high accuracy. Existing face gender recognition methods used traditional local features and machine learning methods have shortcomings of low accuracy or slow speed. In this paper, a new framework for face gender recognition to reach fast face gender recognition is proposed, which is based on Local Ternary Pattern (LTP) and Extreme Learning Machine (ELM). LTP is a generalization of Local Binary Pattern (LBP) that is in the presence of monotonic illumination variations on a face image, and has high discriminative power for texture classification. It is also more discriminate and less sensitive to noise in uniform regions. On the other hand, ELM is a new learning algorithm for generalizing single hidden layer feed forward networks without tuning parameters. The main advantages of ELM are the less stringent optimization constraints, faster operations, easy implementation, and usually improved generalization performance. The experimental results on public databases show that, in comparisons with existing algorithms, the proposed method has higher precision and better generalization performance at extremely fast learning speed.

고용보험제도의 실질적 사각지대 규모와 원인에 대한 성별 분석 (A Gender-Sensitive Analysis on the scale and causes of the blind spots in the employment insurance system)

  • 김혜연
    • 한국산학기술학회논문지
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    • 제21권3호
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    • pp.108-117
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    • 2020
  • 이 연구는 우리나라 고용보험제도의 사각지대를 젠더 관점에서 분석하여 고용보장 측면에서 여성에게 실질적인 제도적 보장이 제공되고 있는지의 여부를 실증적으로 검토하고 이를 토대로 고용보험제도의 향후 발전방안에 대해 제언하는 것을 목적으로 한다. 분석 자료로 한국노동패널 12차년도(2009년)와 20차년도(2017년) 자료를 이용하였으며, 사각지대의 원인 분석을 위해 로지스틱 회귀분석(logistic regression)을 실시하였다. 연구결과, 고용보험의 실질적 사각지대는 2009년에 성별 격차가 10%p 이상이었으나 2017년에 5%p 정도로 감소하여 실질적 사각지대의 성별 격차는 다소 완화된 것으로 파악되었다. 고용보험 미가입 원인의 경우 다른 인구사회학적 요인들을 통제할 경우 여성의 고용보험 미가입 가능성이 남성보다 낮아, 노동시장 내 여건이 성별로 동일하다면 여성의 고용보험 가입률이 오히려 남성보다 높아질 가능성이 있는 것으로 나타났다. 분석결과에 따른 정책적 제언은 다음과 같다. 현재의 고용보험제도는 성별 자체에 의한 가입률 차이보다는 노동시장 특성이 미치는 영향이 더 큰 것으로 나타나, 성별 노동시장 격차를 완화시키는 것이 고용보험 가입의 성별 격차를 완화시키는 중요한 방법이라는 점을 알 수 있다. 이를 위해 단기적으로는 현재 시행되고 있는 사회보험료 지원 사업이 효과적일 수 있으나, 근본적으로는 여성의 고용환경을 개선시키기 위한 정책적 노력과 더불어 정규직·고임금 노동자를 중심으로 한 현재의 고용보험제도가 불안정 일자리 및 저임금 노동자들을 포괄할 수 있도록 개편될 필요가 있다.

A Typology: Older Women and Gender Role Identity

  • Kim, Myung-Ae;Park, Euna;Ko, Sung-Hee
    • 성인간호학회지
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    • 제25권3호
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    • pp.289-297
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    • 2013
  • Purpose: The purpose of this study was to categorize and to understand the structure of subjectivity in the gender role identity of older female adults. The perception of gender role identity is subjective and varies according to the uniqueness of individual experiences and the value of social culture. Methods: Q-methodology, a technique for extracting subjective opinions was used. In 2010, forty participants completed the Q-sort activity, rating each statement relative to the others. The Q sample has two categories, representing masculinity and femininity, and each category has 20 statements, resulting in 40 adjectives. Results: Using the Q factor analysis, three classifications were identified: 'caring-affectionate type,', 'assertive-confident type,' and 'sensitive-affectionate type.' Despite the differences among the three types in this research, elderly females are likely to have the understanding and patience to comfort others and care for the children. Conclusion: The results of this study revealed new dimensional types of gender role identity and raise the issue of why we need to develop methods for the new dimensional types. Based on the results, further research is needed to compare the findings with those of older males or with women of different age groups.

중국시장에서 한국화장품의 브랜드 사랑과 충성도의 관계: 쾌락적/실용적 쇼핑 가치와 성별차이의 조절적 조절효과 (The Brand Love-Loyalty Link of Korean Cosmetics in China: The Moderated Moderation Effects of Hedonic/Utilitarian Shopping Value and Gender Difference)

  • 하홍열
    • 무역학회지
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    • 제44권5호
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    • pp.17-28
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    • 2019
  • Although brand love is a major interest in global business, very little is known about how the effects of brand love are affected by relevant constructs. This study examines how the brand love-loyalty link is moderated by shopping value (hedonic vs. utilitarian) and how the moderated moderation effect of gender difference influences the consumer-brand relationship. Based on a unique dataset of 254 Chinese consumers of Korean cosmetic brands in China, we tested our proposed hypotheses using Regression PROCESS macro (model = 3). One of our novel findings is that brand love has a positive influence on brand loyalty. However, this relationship is sensitive to moderators. Regarding the brand love-loyalty linkage, consumers who seek hedonic shopping value is higher than consumers who seek utilitarian shopping value. In particular, female consumers are more passionate and loyal than male consumers. Finally, male consumers seeking hedonic shopping value feature greater brand love-loyal linkage than other consumers; however, this effect is very limited.

성과급제도가 성별 노동생산성에 미치는 효과 (Effects of Performance-related Pay on Gender Labor Productivity Differences)

  • 정진용
    • 아태비즈니스연구
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    • 제11권3호
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    • pp.185-198
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    • 2020
  • Purpose - The purpose of this study is to examine the effect of performance-related pay on gender labor productivity differences theoretically and empirically. Design/methodology/approach - This study analyzes the Principal-Agent model in which a firm employes many male and female workers under moral hazard, and uses large survey data from Survey of Business Activities of MDIS (MicroData Integrated Service) in Korea. The fixed-effect model is employed in order to analyze the data. Findings - The theoretical result is that, after performance-related pay is offered to workers, the effect of performance-related pay on gender productivity is determined by whether the female ratio within firm affects firm's performance(such as revenue and profit) per capita. The empirical result is that, before performance-related pay is provided for all workers, the firm's female ratio does not affect firm's revenue and profit per capita at all, but after it is offered, the female ratio positively affects firm's performance per capita. Research implications or Originality - Fixed pay does not bring about the difference between male and female productivity, but performance-related pay affects female productivity more positively than male productivity in Korean firms. It means that female workers are more sensitive to incentives than men in Korea.

Gender Differences in Continuance Intention of On-line Shopping Services

  • Lee, Yon-Nim;Kwon, Oh-Byung
    • Asia pacific journal of information systems
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    • 제20권3호
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    • pp.51-72
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    • 2010
  • Given the extensive role of IS in everyday life and the increasing presence of women in IS users, understanding gender differences in individual technology continuance usage decisions is an important issue. Nevertheless, much of the large body of research on gender differences has just examined mean differences between women and men in terms of abilities, usage habit, and traits. Even though lots of psychology studies have shown that women, more than men, were influenced by affective factors, gender-affection-continuance use linkage has not been examined in the context of on-line shopping services. Therefore, the primary purpose of this paper is to seek to examine gender differences in terms of influence of affective factor in the context of IS continuance use. Meanwhile, IS continuance has been an important subject of study in the IT research area. To date, to explain why and how users are motivated to continue to use on-line shopping services, lots of theory-based research such as expectation-confirmation model (ECM) has been proposed. In particular, various affective factors have been proposed to explain continuance use of on-line shopping services recently. Affective factors have been regarded as essential factors for increasing relational strength and satisfaction. Several affective factors have been studied by prior IS adoption and continuance studies. Among them are enjoyment and anxiety. In IS continuance research, positive affect has been commonly and narrowly conceptualized and measured as the enjoyment which a person derives from using computers. Hence, in this study, we introduced intimacy factor, which was conceptually related to the quality of interactions and relationships in previous research. It also has been regarded as essential factors for strengthening human relationships. As a result, we have observed gender effect while examining intimacy-continuance bond. As expected based on the previous literatures, women seem to be more sensitive in affective factors. The contribution point here is that we find evidence in the context of on-line shopping services.

Gender Differences in the Sensitivity and Displeasure Caused by the Vibration Stimuli Applied to the Forearm in Upper Limb Amputees

  • Kim, Sol Bi;Ko, Chang-Yong;Chang, Yun Hee;Kim, Gyoo Suk;Kim, Sin Ki
    • 대한인간공학회지
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    • 제32권4호
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    • pp.355-361
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    • 2013
  • Objective: The aim of this study is to investigate the gender-differences in vibrotactile responses(sensitivity and displeasure) of residual forearm simulated by vibration stimulation in upper limb(trans-radial) amputees. Background: Several studies have reported that vibration stimulation using the haptic vibrator is one the most effective methods for delivering sensation to an amputees. However, few studies have reported the perception to haptic vibratory stimulus, particularly sensitivity and displeasure. Method: We set up a custom-made vibration stimulation system that included 6 actuators(3 medial parts and 3 lateral parts) and a graphical user interface(GUI)-based acquisition system to investigate changes in residual somatosensory sensibility and displeasure in the forearm of upper limb(trans-radial) amputees. Vibration actuators were attached at the 25%-point on the proximal forearm. Stimulation with 32Hz, 64Hz, or 149Hz of frequency was used for the sensitivity tests and with 32~257Hz of frequency was used for the discomfort experiments. The subjective responses were evaluated on a 10 point scale. Results: The results showed that vibrotactile sensory perception in male amputees were higher than that in female amputees. In male amputees, the response at lateral area of forearm was the most sensitive than medial area; but, female amputees showed similar sensitive areas. Subjects did not experience any discomfort during vibrotactile stimuli. Conclusion: Vibrotactile response in the amputees was dependent on gender as well as area stimulated by vibration. Application: The results might contribute to develop the vibrotactile feedback system for the amputees.

소금민감성유전자와 비만 (Salt-sensitive genes and their relation to obesity)

  • 전용필;이명숙
    • Journal of Nutrition and Health
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    • 제50권3호
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    • pp.217-224
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    • 2017
  • Purpose: Although it is well known thatmortality and morbidity due to cardiovascular diseases are higher in salt-sensitive subjects than in salt-resistant subjects, their underlying mechanisms related to obesity remain unclear. Here, we focused on salt-sensitive gene variants unrelated to monogenic obesity that interacted with sodium intake in humans. Methods: This review was written based on the modified $3^rd$ step of Khans' systematic review. Instead of the literature, subject genes were based on candidate genes screened from our preliminary Genome-Wide Association Study (GWAS). Finally, literature related to five genes strongly associated with salt sensitivity were analyzed to elucidate the mechanism of obesity. Results: Salt sensitivity is a measure of how blood pressure responds to salt intake, and people are either salt-sensitive or salt-resistant. Otherwise, dietary sodium restriction may not be beneficial for everyone since salt sensitivity may be associated with inherited susceptibility. According to our previous GWAS studies, 10 candidate genes and 11 single nucleotide polymorphisms (SNPs) associated with salt sensitivity were suggested, including angiotensin converting enzyme (ACE), ${\alpha}$-adducin1 (ADD1), angiotensinogen (AGT), cytochrome P450 family 11-subfamily ${\beta}$-2 ($CYP11{\beta}$-2), epithelial sodium channel (ENaC), G-protein b3 subunit (GNB3), G protein-coupled receptor kinases type 4 (GRK4 A142V, GRK4 A486V), $11{\beta}$-hydroxysteroid dehydrogenase type-2 (HSD $11{\beta}$-2), neural precursor cell-expressed developmentally down regulated 4 like (NEDD4L),and solute carrier family 12(sodium/chloride transporters)-member 3 (SLC 12A3). We found that polymorphisms of salt-sensitive genes such as ACE, $CYP11{\beta}$-2, GRK4, SLC12A3, and GNB3 may be positively associated with human obesity. Conclusion: Despite gender, ethnic, and age differences in genetics studies, hypertensive obese children and adults who are carriers of specific salt-sensitive genes are recommended to reduce their sodium intake. We believe that our findings can contribute to the prevention of early-onset of chronic diseases in obese children by facilitating personalized diet-management of obesity from childhood to adulthood.

색채 이미지 유형에 따른 성별 색채 선호도에 관한 연구 - 패션샵 파사드의 색채 적용 관점에서 - (A Study on the Color Preferences of Genders of Color Image Types - From the Perspectives of Color Application of the Fashion Shop Facade -)

  • 여미;이창노
    • 한국실내디자인학회논문집
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    • 제21권1호
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    • pp.136-147
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    • 2012
  • This study researched about gender color preference as basic data for color application of fashion shop Facade. A HUE TONE system from V(vivid) to DK(dark) was used based on 10 colors of the IRI-120 color chart, color preference according to gender was investigated through a survey on males and females of over teenage years, and it was analyzed and presented as a color matching chart. And it was suggested as a color guideline through comprehensive analysis. Few definitions can be given through the results of this study. First, the preference degree according to gender was similar but different senses were shown visually even though the same adjective expressive vocabulary of a color image was suggested. This means there is an unchanging basic conservative disposition that males and females do not have and therefore they infer different ideas according to various environments and factors. Second, females showed more sensitive response to colors than males in the gender color preference result, which confirmed the deviation of each color group that is characteristically preferred according to a category. Third, high preferred color matches according to gender were shown for each vocabulary in various senses such as similar color matching, complementary color matching, separation color matching, and accent color matching. A universal empirical theory by general sensibility was obtained as the purpose of this study. This study suggested securement of a color design planning as basic data and the extent of usability by quantitatively showing the order of priority through the survey and analysis. Thus, the results of this study will be a great help as basic data for invigoration and commercialization of a color planning for designers and users.

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포괄적 성교육 개념에 근거한 나다움어린이책의 젠더감수성 분석 (Analysis of the Concepts Underpinning Comprehensive Sexuality Education in Nadaum Children's Books)

  • 서지은;양성은
    • 한국콘텐츠학회논문지
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    • 제21권8호
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    • pp.593-607
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    • 2021
  • 젠더감수성은 성 역할 발달 초기 단계인 아동기부터 고려되어야 할 개념이다. 이에 유네스코는 '포괄적 성교육 가이드라인(Comprehensive Sexuality Education)'을 발표한 바 있다. 한편, 국내에서는 여성가족부가 아동기 젠더감수성 증진을 위해 '나다움어린이책'을 선정하였다. 본 연구의 목적은 나다움어린이책 속에서 포괄적 성교육의 개념들이 얼마나 다루어지고, 어떤 방식으로 표현되는지를 유네스코 가이드라인을 기반으로 분석하는 데 있다. 분석 대상은 저학년 아동을 위해 선정된 101권의 나다움어린이책이다. 연구 방법으로는 내용분석과 중심주제분석을 선택하였다. 구체적으로, 도서에 나타난 포괄적 성교육 개념의 양적 출현비율과 도서가 내포하고 있는 젠더감수성 가치를 질적으로 분석하였다. 연구 결과에 따르면, 나다움어린이책에서 가장 빈번히 나타난 포괄적 성교육 개념은 '가족 구성원의 역할과 책임' 및 '관용, 포용, 존중의 가치'였다. 반면 '사춘기' 및 '성과 임신을 위한 건강' 등의 개념은 다뤄지지 않았다. 질적 분석 결과에서는 나다움어린이책이 젠더감수성의 가치를 추구하는 행동과 그 가치가 실현되는 과정을 주로 묘사하는 것으로 나타났다. 본 연구를 통해 국제적 기준에 부합되는 젠더감수성 증진 아동 도서에 관한 비판적 담론이 활성화될 것을 기대한다.