• Title/Summary/Keyword: Job-matching

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A XML DTD Matching using Fuzzy Similarity Measure

  • Kim, Chang-Suk;Son, Dong-Cheul;Kim, Dae-Su
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.3 no.1
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    • pp.32-36
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    • 2003
  • An equivalent schema matching among several different source schemas is very important for information integration or mining on the XML based World Wide Web. Finding most similar source schema corresponding mediated schema is a major bottleneck because of the arbitrary nesting property and hierarchical structures of XML DTD schemas. It is complex and both very labor intensive and error prune job. In this paper, we present the first complex matching of XML schema, i.e. XML DTD. The proposed method captures not only schematic information but also integrity constraints information of DTD to match different structured DTD. We show the integrity constraints based hierarchical schema matching is more semantic than the schema matching only to use schematic information and stored data.

Prototype Design and Development of Intelligent Video Interview System for Online Recruitment (원격 온라인 인력 채용을 위한 지능형 동영상 면접시스템 설계 및 시작품 개발)

  • Cho, Jinhyung
    • Journal of Digital Convergence
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    • v.16 no.2
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    • pp.189-194
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    • 2018
  • This study reflects the current trend of the blind hiring culture focused on job competency rather than education specification as government initiative. In order to overcome the limitation of the existing document-oriented online recruitment process, we proposed a system architecture design of video interview system. In addition, we have evaluated the effectiveness through the development of prototype and performance experiment based on it. The proposed online video interview system is designed to combine intelligent Web technology to enable customized job matching and distant job coaching. This system is designed to reduce recruitment cost and opportunity cost of job seekers. Based on results derived from this study, commercialization of the proposed video interview system can be expected to be an practical online recruitment solution for the job competency based employment.

Job Transition Process by Reasons of Job Separation and Its Determining Factors (이직사유별 일자리 이행경로 및 결정요인 분석)

  • Yoon, Yoon-Gyu
    • Journal of Labour Economics
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    • v.33 no.2
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    • pp.91-134
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    • 2010
  • This study examines job transition process and its lahor market performance by reasons of job separation, using the Employment Insurance DB(2000~07). The findings show that involuntary job changers lend to suffer greater loss in job spell and real wage than voluntary job changers, which seems to reflect their characteristics such as lower quality of job matching due to unsystematic job search, negative signaling effect in the labor market and decreasing availability of human capital in previous job. In addition, unemployment benefit eligible for involuntary job changers tends to prolong the period of unemployment, while increasing job spell in the following employment.

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A Study on the Influence of Personal Characteristics of Youth Employment on the Preparation for Turnover: Focused on the adjustment effect of experience in failing to get jobs

  • KIM, Jong-Jin;UM, Kyung-Ho
    • The Journal of Industrial Distribution & Business
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    • v.11 no.7
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    • pp.19-28
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    • 2020
  • Purpose: In this study, we would like to confirm that the transfer of young workers may be a means of enhancing their internal satisfaction, not to get a better job, by setting work-related characteristics that are highly relevant to job-related factors. Research design, data, and methodology: In this study, preparation for turnover was set as dependent variables to identify factors related to the turnover of young people, and the type of business, employment type, debt status, job satisfaction, job difficulty compared to education level, job difficulty, job degree, job major agreement, debt status, and other demographic social characteristics were selected as independent variables. Results: The characteristics related to personal criteria in job-seeking process were significant in the form of business, employment type, job satisfaction, work difficulty compared to the level of education, work difficulty compared to the level of technology, job major matching, and debt status. Conclusions: This study confirmed that young people's turnover may not simply be a means to get a better job, but to increase satisfaction in the internal aspects of their jobs, and that for young people, a job is an important development process that represents their identity and needs to be approached from a life-cycle perspective.

Analysis of the Effects of Job Policy Measures in Korea: Do the job policy measures impact the marriage and fertility of the youth in Korea?

  • Kang, Chang Ick;Lim, Kyung Eun;Kim, Junghak
    • Asian Journal for Public Opinion Research
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    • v.10 no.3
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    • pp.200-229
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    • 2022
  • The purpose of this study is to analyze the effects of youth job policy measures, set forth in Korea's 2016-2020 Third Basic Plan for Low Fertility and Aging Society (December 2015), on marriage and fertility among young people. Based on the results, we provide theoretical explanations for the findings and suggest policy alternatives to overcome the low fertility phenomenon in Korea. Previous studies have shown that employment is an important factor for marriage among youth, and a job policy could increase marriage and fertility rates. To test this assumption, we performed an exact matching between Statistics Korea's Employee-Enterprise Linkage DB and the Newlyweds DB from 2011 to 2019, in order to identify all young people aged 15-34. Then, linear spline regression analysis was used to examine the impact of the youth job policy on marriage and fertility. Comparing the period before the implementation of the employment policy (2011-2015) and after (2016-2019), the fertility rate increased as the number of young people looking for work increased. In addition, it was found that these impacts were greater after the implementation of the measures (2016-2019) than before (2011-2015). It is interesting to note that job growth among young people did not lead to an increase in marriage. However, the number of births significantly increased when young people who occupy jobs got married, which seems to be related to the delay in marriage among young people who are employed. Survey results about the intentions to marry and views on fertility are utilized for the explanation of the study results.

Number of Job Offers and Satisfaction (첫 일자리 제안과 직업만족도에 관한 연구)

  • Kim, Hyun Soo;Jung, SeEun
    • Journal of Labour Economics
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    • v.43 no.4
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    • pp.87-116
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    • 2020
  • This study empirically investigates the possible negative relationship between the number of job offers and the job satisfaction in the Korean labor market, using the Korea Labor Income Panel Study, where the number of job offers of young workers are collected in the third wave. Results show that the number of job offers is negatively related to every year job satisfaction, this effect is smaller for higher earning and older individuals, and there is a gender heterogeneity. We discuss that having more job offers does not necessarily increase the workers' utility, which is a general monotonic assumption in the traditional economics. We suggest that having a large number of job offers allowing them to choose the best option can be inefficient itself, and therefore it is better to focus on qualitative matching rather than increasing just the absolute number of job opportunities.

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An Analysis of the Job Sequences of the Working Poor (근로빈곤층의 직업력 분석 -비빈곤층과의 비교를 중심으로-)

  • Choi, Ok-Geum
    • Korean Journal of Social Welfare
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    • v.60 no.4
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    • pp.55-77
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    • 2008
  • After the economic crisis of Korea, the character of Korean Poverty has changed. Most notably, many people are working but poor. Therefore it is important to understand the characteristics of the working poor, especially the unstable work experiences of the working poor since one of the causes of poverty is that. Prior research about the working poor has not fully proven this issue. This study is to examine the job sequences of the working poor. Thus I utilized the KLIPS(Korea Labor and Income Study), and analyzed it by event sequence analysis and optimal matching methods. The job sequences are divided as follows: total years of working in the labor market, the number of gaps and the length of gaps in their careers, and the characteristics of experienced jobs since they have entered the labor market from age 15. As a result, there are no statistically significant in the total years of working in the labor market. And the number of gaps and the length of gaps in their careers, and the characteristics of experienced jobs show that working poor have been experiencing more unstable than non-poor. Thus, almost all of the male working poor has unstable jobs their whole lives, and the female working poor's job sequences show distinct features according to women's life course. These results can give political implications to the anti-poverty policy in Korea.

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The Effect of the Extended Benefit Duration on the Aggregate Labor Market (실업급여 지급기간 변화의 효과 분석)

  • Moon, Weh-Sol
    • KDI Journal of Economic Policy
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    • v.32 no.1
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    • pp.131-169
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    • 2010
  • I develop a matching model in which risk-averse workers face borrowing constraints and make a labor force participation decision as well as a job search decision. A sharp distinction between unemployment and out of the labor force is made: those who look for work for a certain period but find no job are classified as the unemployed and those who do not look for work are classified as those out of the labor force. In the model, the job search decision consists of two steps. First, each individual who is not working obtains information about employment opportunities. Second, each individual who decides to search has to take costly actions to find a job. Since individuals differ with respect to asset holdings, they have different reservation job-finding probabilities at which an individual is indifferent between searching and not searching. Individuals, who have large asset holdings and thereby are less likely to participate in the labor market, have high reservation job-finding probability, and they are less likely to search if they have less quality of information. In other words, if individuals with large asset holdings search for job, they must have very high quality of information and face very high actual job-finding probability. On the other hand, individuals with small asset holdings have low reservation job-finding probability and they are likely to search for less quality of information. They face very low actual job-finding probability and seem to remain unemployed for a long time. Therefore, differences in the quality of information explain heterogeneous job search decisions among individuals as well as higher job finding probability for those who reenter the labor market than for those who remain in the labor force. The effect of the extended maximum duration of unemployment insurance benefits on the aggregate labor market and the labor market flows is investigated. The benchmark benefit duration is set to three months. As maximum benefit duration is extended up to six months, the employment-population ratio decreases while the unemployment rate increases because individuals who are eligible for benefits have strong incentives to remain unemployed and decide to search even if they obtain less quality of information, which leads to low job-finding probability and then high unemployment rate. Then, the vacancy-unemployment ratio decreases and, in turn, the job-finding probability for both the unemployed and those out of the labor force decrease. Finally, the outflow from nonparticipation decreases with benefit duration because the equilibrium job-finding probability decreases. As the job-finding probability decreases, those who are out of the labor force are less likely to search for the same quality of information. I also consider the matching model with two states of employment and unemployment. Compared to the results of the two-state model, the simulated effects of changes in benefit duration on the aggregate labor market and the labor market flows are quite large and significant.

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Exploring the Job Crafting Experience of Millennial Safety Workers: Focusing on S Energy Company (밀레니얼세대 안전직 근로자의 잡 크래프팅 경험 탐구: S에너지를 중심으로)

  • Song, Seong-Suk
    • Journal of the Korea Safety Management & Science
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    • v.23 no.4
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    • pp.11-21
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    • 2021
  • In order to explore the job crafting experience of millennial safety workers, this study conducted a qualitative case research with five safety workers of S Energy from March 26 to September 27, 2021 . As a result of the analysis, task crafting showed 'matching one's strong suit with a given task', 'expanding work knowledge using social network service (SNS)', and 'making changes in job performance methods for preemptive safety management activities'. Also, Cognitive crafting showed 'recognition of social vocation as a safety job', 'recognition of a role to grow as a safety management expert', and 'cognitive changes from means of organizational adaptation to enjoyment and energy of life'. At the same time, in relation crafting, 'establishment of amicable relationships through SNS in non-face-to-face and rapid communicating situations', 'safety management made through with mutual cooperations between business people', and 'reborn as a mutual safety net in business relationships' appeared. These can be used as basic data to accumulate the theoretical basis for job crafting research of millennial safety workers and to improve their job satisfaction. A follow-up study was proposed for safety workers with occupations of various kinds.

An Effect Analysis of Impact of the Major Satisfaction Level And Job Experience Had Been Done During Undergraduate on the First Job in Beauty Major Undergraduate Students (뷰티계열 대학생의 재학 중 일 경험과 전공 만족도가 전공 일치 첫 일자리에 미치는 영향)

  • Hwang, Hae Jung
    • Journal of Convergence for Information Technology
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    • v.10 no.11
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    • pp.288-295
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    • 2020
  • This study analyzes the impacts of undergraduate-work-experiences for beauty-major's graduates. 168 samples were selected from Graduates Occupational Mobility Survey data 2012 ~ 2017. As a result of a Multiple logistic regression analysis, a job experience, job period, and number of experienced job type mattered. In case of having non-major job experience while studying, the opportunities of finding a job of one who has no experience was higher than that of one had over a year work experience. While in case of having major job experience in the field of studying, one who has experience over 6 months and less than a year had higher chance in finding a job than that of one who had over a year work experience. I hope this promotes reviewing a systematic educational policy and helps to get a fundamental information on job-seeking behavior of beauty major graduate.