• Journal of the Korea Academia-Industrial cooperation Society
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• v.16 no.11
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• pp.7335-7355
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• 2015

The percentage of employment is getting important in the evaluation of university as the youth unemployment is increasing day by day and job shortage is followed. To improve the employment, several research from academy and various fields has been performed. However, systemic and long-term supports for improving the percentage of employment has been raised. Therefore, this study aims to survey the main activities for employment and analyse the importance of main activities. First, supporting activities for employment are surveyed about 19 universities. Second, the relative importance of supporting activities for employment are analysed to students and employment supporter by AHP. Third, portfolio analysis are conducted to analyse the difference of awareness on the employment supporting activities. This study is expected to strengthen the capability of university's employment and help to establish the policy for employment supporting activities.

• Management & Information Systems Review
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• v.35 no.1
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• pp.85-116
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• 2016

The present study aims to explore the causes of employment difficulty on the basis of job applicant's interest from P-E (person-environment) fit perspective. Our approach relied on a textual analytic method to reveal insights from their situational interests in a job search during the change of labor market. Thus, to investigate the type of major interests and psychological responses, user-generated texts in a social community were collected for analysis between January 1, 2013 through December 31, 2015 by crawling the online-community in regard to job seeking and sharing information and opinions. The results of topic analysis indicated user's primary interests were divided into four types: perception of vocation expectation, employment pre-preparation behaviors, perception of labor market, and job-seeking stress. Specially, job applicants put mainly concerns of monetary reward and a form of employment, rather than their work values or career exploration, thus youth job applicants expressed their psychological responses using contextualized language (e.g., slang, vulgarisms) for projecting their unstable state under uncertainty in response to environmental changes. Additionally, they have perceived activities in the restricted preparation (e.g., certification, English exam) as determinant factors for success in employment and suffered form job-seeking stress. On the basis of these findings, current unemployment matters are totally attributed to the absence of pursing the value of vocation and job in individuals, organizations, and society. Concretely, job seekers are preoccupied with occupational prestige in social aspect and have undecided vocational value. On the other hand, most companies have no perception of the importance of human resources and have overlooked the needs for proper work environment development in respect of stimulating individual motivation. The attempt in this study to reinterpret the effect of environment as for classifying job applicant's interests in reference to linguistic and psychological theories not only helps conduct a more comprehensive meaning for understanding social matters, but guides new directions for future research on job applicant's psychological factors (e.g., attitudes, motivation) using topic analysis.

• Journal of Industrial Convergence
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• v.22 no.5
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• pp.69-78
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• 2024

This study verified the relationship between marital conflict perceived by working mothers and the influence of children's cyber delinquency and the mediating effect of school life adaptation. For the analysis data, the 14th data of the Korean Children's Panel (2021) were used, and SPSS WIN 23.0 and PROCESS MACRO were used for analysis. The analysis method used the PROCESS MACRO Model Number 4 technique to verify the hypothesis, first, frequency analysis to understand the demographic and sociological characteristics of the survey subjects, second, technical statistics, correlation analysis to understand the technical statistics and correlations of major variables. As a result of the main analysis, first, it was found that marital conflict perceived by working mothers did not have a statistically significant effect on children's cyber delinquency. Second, in the relationship between marital conflict perceived by working mothers and cyber delinquency of children, school life adaptation had a complete mediating effect. Based on these results, it is significant in that it has presented basic data to prevent cyber delinquency problems before children who are active a lot online are exposed.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.20 no.7
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• pp.133-144
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• 2019

The purpose of this study is to analyze the difference in perceptions of job applicants on core competency in the recruitment environment based on National Competence Standards(NCS), and also to obtain information relating to the seeking of employment and employment education plans. A survey and paired t-test were conducted on 355 job applicants of vocational colleges and four-year universities. Through these applicants, the difference between the current level and level of importance dependent on areas of core competency was analyzed. In addition, IPA analysis was conducted in order to confirm the educational necessity in this area. As a result, there were significant differences between the current level and level of importance in all 10 areas. IPA analysis confirmed that educational needs are prioritized. As a result, it was found that the areas which should be strengthened in both groups were interpersonal ability, communication ability, numerical ability, problem solving ability, and self-development ability. The area recognized as being in 'a state of excess' was resource management ability. As a result of checking the necessity levels of the two groups, it was found that job applicants of vocational colleges had to strengthen their problem solving ability, and the applicants of four-year universities had to intensify their communication ability, interpersonal ability, and information ability.

• 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.

• Culinary science and hospitality research
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• v.20 no.4
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• pp.253-265
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• 2014

This study was empirically to investigate awareness of the on-the-job training of university students of co-op programs and satisfaction of the training for their job intention. The main study results as follows; First, the results of the influential relationship between the importance of on-the-job training and the satisfaction with the training, it was found that students participating in on-the-job training is related to curriculum of the department, job specification, language ability, and future job prospect. Second, the results of influential relationship between the importance of on-the-job training and the satisfaction with the job intention was connectivity factor. That is why the students had the intention to work for a company that is matched for their major and the company where they took the on-the-job training. Third, the results of influential relationship between the satisfaction with the on-the-job training and the satisfaction with the job intention, satisfaction with the on-the-job training was influenced by the satisfaction with the job intention. Through the on-the-job training, it was evaluated that work ability and skills of the students were improved, and they were satisfied with the future employment.

• Journal of the Korean Society for Library and Information Science
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• v.57 no.1
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• pp.263-283
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• 2023

In this study, the factors of major satisfaction(curricular satisfaction, class satisfaction, relationship satisfaction, cognitive satisfaction, and general satisfaction factors) which influence the employment preparation behaviors were identified by conducting a survey of female college students of the department of library and information science, and whether the feeling of employment efficacy had a moderating effect on the relationship between the the major satisfaction and the employment preparation behaviors were verified. The research results are as follows. First, curricular satisfaction(C.R.=3.847, p<0.001), class satisfaction(C.R.=3.244, p<0.01), relationship satisfaction(C.R.=3.045, p<0.01), and cognitive satisfaction(C.R.=2.464, p<0.05) factors turned out to have a significant positive(+) effect on the employment behaviors of female college students of the department of library and information science. Second, the moderating effect between the high group and the low group in terms of employment efficacy turned out to have a statistically significant moderating effect as the p value was less than 0.05, p = .040. The results of this study may be used as the useful basic data to not only improve the employment rate for the department of library and information science of community colleges in Korea, but also to prepare for the rapidly declining school-age population and the Institutional Accreditation.

• 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.

• Culinary science and hospitality research
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• v.15 no.2
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• pp.31-44
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• 2009

Hospitality industry offers internship programs to the students who have studied hospitality related majors in a college, giving them opportunities to improve their executive ability through academic knowledge. However, it has been found that there are several issues against the purposes such as unconcern, work burden, inadequate reward, and discontent. In this respect, this study aims to suggest the advisable solutions to achieve the original purposes of an internship program by examining the effects of the perception of the internship program, anticipation for it, satisfaction with it, and job pursuit intentions after finishing it. Positive factors for the perception of internship training are businesses, allocation of departments, working environments, students abilities, and academical knowledge while its term and reward from it are not the influential factors. The positive perception of the internship training is influenced by affirmative importance-performance thinking, but positive job pursuit intentions is not affected by affirmative perception of the training.

• Journal of the East Asian Society of Dietary Life
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• v.19 no.2
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• pp.287-294
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• 2009

This study was conducted to evaluate the perception and satisfaction of undergraduates majoring in culinary arts and food service with working and internship abroad. The responses of the participants to 10 questions regarding perception and 13 questions regarding the importance and satisfaction with working and internship abroad were measured on a 5 point Likert scale. The primary results were as follows : 1) The subjects were composed of 50.9% male and 49.1% female students, of which 42.1% were employed and 57.9% experienced an internship abroad. 2) Most students went abroad to gain experience with respect to various foreign cultures in response to recommendations by the western cuisine department. 3) The items "I wish to conduct my affairs continuously"(M=4.21) and "I have good relationships with my colleagues at work"(M=4.11) received the highest points from male and female respondents, respectively. 4) Male students considered "cooperation among divisions"(M=4.11), "language skills"(M=4.38), and "kitchen environment"(M=4.34) to be very important. However, female students believed that "language skills"(M=4.36),"social relationships"(M=4.21), and "wage income"(M=4.18) were most important. Furthermore, male students were most satisfied with "company size" (M=4.28), "kitchen environment"(M=4.21), and "business hours"(M=4.10), while female students were most satisfied with "kitchen environment","incentive"(M=4.14) and "social relationships"(M=4.11).