• Korean small business review
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• v.39 no.3
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• pp.57-76
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• 2017

While the unemployment rate is rising rapidly due to recent economic recession at home and abroad, university students' reluctance to apply for jobs in Small and Medium Enterprises (SME's) causes instability in manpower supply and demand and social unrest. To provide insights for solving the problem, this study explores how beliefs and attitudes of university students influence their intention to apply for jobs in SME's using Theory of Planned Behavior proposed by Icek Ajzen. This study followed the 2-stage survey methodology suggested by Ajzen. In the first stage of pilot study, a small sample of university students was used to illicit readily accessible behavioral outcomes, normative referents, and control factors. In the second stage of main study, the standard questionnaire was designed and administered and data were collected and analysed using the PLS Structural Equation Modeling (SEM) technique. PLS-SEM was used instead of Covariance Based (CB)- SEM considering the exploratory nature of this study. In overall, the results showed that TPB is very effective in explaining and predicting the university student's intention to apply for jobs in SEM's. Gender turned out to be a significant moderator variable in the relations between intention and its influence factors. Student's scholastic performance showed a negative correlation with intention. More research efforts need to be exerted to better understand university student's job seeking behavior.

• Proceedings of the Korean Information Science Society Conference
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• 2012.06c
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• pp.189-191
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• 2012

갈수록 심해지는 취업난과 대학생들의 취업에 대한 갈증은 해소되지 않고 있다. 취업에 있어서 다양한 경험과 본인의 지식 등도 물론 중요하겠지만 취업에 대한 정보 또한 간과할 수 없다. 취업 준비생들은 가고 싶은 기업의 채용 후기들을 찾아다니고 읽는데 에 많은 시간과 노력을 들인다. 더군다나 이러한 취업 후기들은 그 양이 너무나 방대하기 때문에 여간 수고로운 일이 아닐 수 없다. 그래서 본 논문에서는 인터넷 사이트, 카페, 블로그 등에서 얻을 수 있는 수많은 후기들을 수집하고 분석하여 자료들을 수치화하고 도표화할 것이다. 이를 통해 취업준비생들이 기업의 채용 프로세스 후기에 대한 평가를 한눈에 알아볼 수 있으며 효율적으로 정보를 얻을 수 있게 될 것이라 기대한다.

• Journal of Families and Better Life
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• v.27 no.2
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• pp.111-122
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• 2009

The relations of mothers' attitudes regarding maternal employment to mothers' psychological well-being, mothers' parenting sensitivity and children's social competence were examined for mothers who worked full-time (extensively) from age 6 months of their children on, mothers who were not employed, and mothers who worked part-time or inconsistently during their children's early years. Longitudinal observations of 1,034 mothers and children in the NICHD Study of Early Child Care from age one month to first grade were analyzed using structural equation models. As predicted, mothers and children benefited when maternal attitudes were consistent with mother's actual employment status. Among extensively employed mothers, those with positive attitudes about employment had better psychological well-being; among mothers who were not employed, those who believed that maternal employment would have negative consequences for children's development reported better psychological well-being. The findings suggested that whether the mother's status of employment is congruent with their beliefs, not whether the mother is working or not, predicted the mother's well-being and their child's social development.

• Proceedings of the Korean Society of Computer Information Conference
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• 2024.01a
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• pp.55-58
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• 2024

최근 각 기업의 AI 면접시스템 도입이 증가하고 있으며, AI 면접에 대한 실효성 논란 또한 많은 상황이다. 본 논문에서는 AI 면접 과정에서 지원자를 평가하는 방식을 시각, 음성, 자연어처리 3영역에서 구현함으로써, 면접 지원자를 다방면으로 분석 방법론의 적절성에 대해 평가하고자 한다. 첫째, 시각적 측면에서, 면접 지원자의 감정을 인식하기 위해, 합성곱 신경망(CNN) 기법을 활용해, 지원자 얼굴에서 6가지 감정을 인식했으며, 지원자가 카메라를 응시하고 있는지를 시계열로 도출하였다. 이를 통해 지원자가 면접에 임하는 태도와 특히 얼굴에서 드러나는 감정을 분석하는 데 주력했다. 둘째, 시각적 효과만으로 면접자의 태도를 파악하는 데 한계가 있기 때문에, 지원자 음성을 주파수로 환산해 특성을 추출하고, Bidirectional LSTM을 활용해 훈련해 지원자 음성에 따른 6가지 감정을 추출했다. 셋째, 지원자의 발언 내용과 관련해 맥락적 의미를 파악해 지원자의 상태를 파악하기 위해, 음성을 STT(Speech-to-Text) 기법을 이용하여 텍스트로 변환하고, 사용 단어의 빈도를 분석하여 지원자의 언어 습관을 파악했다. 이와 함께, 지원자의 발언 내용에 대한 감정 분석을 위해 KoBERT 모델을 적용했으며, 지원자의 성격, 태도, 직무에 대한 이해도를 파악하기 위해 객관적인 평가지표를 제작하여 적용했다. 논문의 분석 결과 AI 면접의 다면적 평가시스템의 적절성과 관련해, 시각화 부분에서는 상당 부분 정확도가 객관적으로 입증되었다고 판단된다. 음성에서 감정분석 분야는 면접자가 제한된 시간에 모든 유형의 감정을 드러내지 않고, 또 유사한 톤의 말이 진행되다 보니 특정 감정을 나타내는 주파수가 다소 집중되는 현상이 나타났다. 마지막으로 자연어처리 영역은 면접자의 발언에서 나오는 말투, 특정 단어의 빈도수를 넘어, 전체적인 맥락과 느낌을 이해할 수 있는 자연어처리 분석모델의 필요성이 더욱 커졌음을 판단했다.

• Proceedings of KHEA Conference
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• 2001.10a
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• pp.125-125
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• 2001

• Journal of Families and Better Life
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• v.12 no.1
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• pp.145-160
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• 1994

이 논문의 목적은 남편의 장시간노동이 사회적 문제로 부각되는 실정에서 남편이 직업노동과 관련해서 소비하는 시간이 어느정도나 되며 이것이 다른 생활시간배분에 어떤 영향을 주고 또 가정생활시간에 어떤 영향을 주는지를 분석해보는 것이다. 연구결과는 요약 하면 다음과 같다 1) 남편의 총직업노동시간의 실태를 보면 평일 11시간 43분 토요일이 8시 간 21분 일요일이 1시간 13분으로 나타났다 평일 직업노동시간을 5집단으로 나누어 다른 생 활시간에 미치는 영향을 살펴본 결과 전반적으로 직업노동시간이 긴 집단이 짧은 집단에 비 해서 다른 모든 생활시간- 생리적, 가사적, 사회문화적 시간-에 소비하는 시간이짧은 것으 로 나타났다 . 2) 남편의 장시간노동으로 인한 가정생활문제에 대한 지각에 있어서는 남편 은 주로 자신의 피로회복문제나 스포츠.여가시간 부족문제 생활의 여유가 없다는 문제 가 족단란시간 부족문제 자녀와의 접촉시간 부족문제 등을 심각하다고 지각하고 있었고 부인은 남편의 건강염려 남편의 자녀접촉시간 부족 가족단란시간 부족 남편과 취미 스포츠를 할 시 간 부족 부부간 대화시간 부족등이 문제가 된다고 지각하였다 3)남편의 장시간노동으로 인 한 가정생활문제에 대한 지각은 남편의 경우에는 연령 부인의 취업여부 막내자녀연령, 직업 노동시간, 직업노동시간에 대한 태도에 따라서 부인의 경우에는 연령, 부인의 취업여부, 막 내자녀연령, 남편의 직업노동시간에 대한 태도, 성역할태도 따라서 차이가 나타났다.

• Korea journal of population studies
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• v.25 no.2
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• pp.41-68
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• 2002

This study explores school to work transition of female youth. Particularly, the analyses focus on a transition to the first job from the graduation, and exits of irregular employees from their first occupational status. Data used for the analysis are “The 4th Survey on Women's Employment”, collected by KWDI in 2001. The results show that it takes 1.54 years on average for transition. Significant factors that influence the probability of transition to the first job include economic situation and satisfaction level of major at college education. The general high school educated are less likely to move into the labor market. Only a half percent of irregular employees at their first jobs exits to regular employees or non-economically active status, and education levels and age cohorts have clear impacts of those exits. Majors in college education and holding irregular jobs before the graduation significantly affect the probability of being regular employees, while industry influences the exits to be non-economically active status.

• Journal of Families and Better Life
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• v.28 no.4
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• pp.67-76
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• 2010

This study investigates working parent stress. This study surveyed 240 working mothers who are raising toddlers and 106 teachers in Seoul, Cyeong-gi, and Incheon. For this study, the Parenting Stress scale developed by Kim & Kang (1997) was used as the instruments for measurement and parental stress. To measure maternal separation anxiety, this study used the Maternal Separation Anxiety Scale (MSAS) developed by Hock (1989), while the Attitude for Occupation scale developed by Farel (1980) was used to measure the attitude for occupation. In addition, the Preschool Adjustment Questionnaire (PAQ) developed by Jewsuwan, Luster and Kostelink (1992), and modified by Oh Chong Eun (2001) were used as the instruments for measurement and adjustment. Data analysis was done using the SPSS WIN 15.0 version and the collected data were subject to a descriptive statistical analysis, one-way ANOVA t-test, and multiple regression analysis. The influential independent variables affecting parenting stress listed in order of significance were maternal attitude for occupation, adjustment of children, maternal anxiety, and income.

• Korean Journal of Social Welfare
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• v.37
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• pp.33-66
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• 1999

The primary objectives of this research is to identify (1) demographic characteristics and job needs of women with disabilities in Korea and (2) factors that predicts the degrees of their job needs. This study uses the data based on interviews with 805 disabled women selected randomly from the registered disabled women in Seoul, Kuyngki-Do, Pusan, and Kuyngsangnam-Do. In the aspect of disabilities, this study showed that more than half of disabled women in our sample have very severe disabilities (1st degree and 2nd degree of disabilities) and needs others' help in their daily lives. In the demographic aspect, this study found that disabled women's education level is very low and their monthly income is also very low. This study also found that in spite of their disabilities and functional limitations, more than 3/4 of disabled women have needs about jobs. Finally, using logistic regression analysis, this study found that disabled women's type of disabilities, dependencies in daily life, age, job experiences, job training experiences, willingness for independence, and parental attitude about disabled women's future are statistically significant in predicting the degree of their job needs. This study will contribute to developing knowledge about disabled women's characteristics and provide practical implications for intervention strategies and assistance programs related to promoting their welfare.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.12 no.8
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• pp.3510-3516
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• 2011

Due to the economic recession and corporation's growth without more jobs, college graduates unemployment issue has been emerged as a serious social problem. Since the employment rate of each college became an important factor of college evaluation by the government, each college is trying to increase the employment rate of students. Therefore universities are supporting student employment through various policies and programs. However there have been perception differences in intention of employment supporting activities, final results, preparedness, student satisfaction level and overall effectiveness level of program between students and university career center staff members. The perception differences may lead not only to the waste of budget but also ineffectiveness of various programs to promote student employment. Therefore this research proposed new revised efficient employment supporting programs of universities and desirable attitude of students to increase the effectiveness of student employment based on the analysis of perception level on the several issues such as degree of usefulness of program and satisfaction level of students.