• 한국콘텐츠학회논문지
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• 제16권10호
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• pp.65-71
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• 2016

본 연구는 2014년 개발된 사회복지분야 국가직무능력표준(NCS)에 대한 교육요구분석을 통해 사회복지분야 직무별 직무능력요소의 상대적 중요도와 시급성을 분석하여 이를 기반으로 교육요구조사 및 교육과정 개발 필요성이 높은 직무능력요소를 도출하는 데 목적이 있다. 본 연구를 위해 공무원 583명, 민간종사자 644명 등 총 1,227명의 데이터를 활용하여 SPSS 18.0과 Microsoft Excel 2013을 활용하여 분석을 실시하였다. 분석결과, 공무원의 경우에는 사회복지개발 직무의 지역사회분석, 욕구조사, 지역사회자원구축, 지역사회 네트워크, 사회문제사정, 주민조직화, 복지계획수립의 6개 능력, 공공복지 직무의 복지특이민원관리, 자원발굴민간협력 2개 능력, 사회복지행정 직무의 사회복지조직재무관리, 복지계획수립 2개 능력 등 총 10개 능력이 능력개발 시급성이 높은 것으로 분석되었다. 본 연구 결과를 토대를 시사점을 제시하였다.

• 노동경제논집
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• 제30권3호
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• pp.1-41
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• 2007

우리나라는 2003년 '고용 없는 성장'을 경험한 이래 서비스 부문에서의 일자리 창출을 최우선 고용과제로 삼고 있다. 그러나 최근 우리나라 서비스 부문의 높은 고용 성과에도 불구하고 서비스업의 노동생산성은 정체 상태에 머물러 있어 이로 인한 성장동력의 훼손을 우려하는 비판이 제기되고 있다. 이 글에서는 우리나라 서비스 부문의 노동의 질, 즉 숙련수요의 측면에서 서비스 부문 저생산성의 원인을 탐색하고자 하였다. 이 글에서는 숙련수요 변화를 정확히 포착하기 위하여 인적 특성으로 파악되는 통상적인 숙련 개념 대신 일자리 숙련 개념을 정의하고 이를 측정하는 방법을 제시하고 있다. 즉 "직업사전"의 정보를 이용하여 공통요인 분석(common factor analysis)을 통해 상호독립적인 네 개의 일자리 숙련 지표-인지적 숙련, 육체적 숙련, 미세 숙련, 상호적 숙련-를 추출하였으며, 이를 이용하여 우리 서비스업에서의 숙련구조가 어떻게 변화하고 있는지를 실증 분석하였다. 분석 결과, 2002~2006년 기간 중 우리나라 상품 부문에서는 인지적 요소의 증가, 작업의 소프트화로 대변되는 고숙련화가 진전되고 있는 데 반해, 서비스 부문에서는 비록 고학력 취업자는 증가하였지만 일자리 특성으로 보면 일정한 탈숙련화의 경향이 발견되고 있음을 확인하였다. 그러나 이러한 탈숙련화의 경향은 전반적인 양상이기보다는 한편에서 고숙련 일자리가 만들어짐과 동시에 다른 한편에서 육체노동을 수반하는 저숙련 노동이 동시에 양산되는 복합적인 형태를 띠고 있는 것으로 파악된다.

• International Journal of Computer Science & Network Security
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• 제22권10호
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• pp.223-229
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• 2022

LinkedIn is one of the most job hunting and career-growing applications in the world. There are a lot of opportunities and jobs available on LinkedIn. According to statistics, LinkedIn has 738M+ members. 14M+ open jobs on LinkedIn and 55M+ Companies listed on this mega-connected application. A lot of vacancies are available daily. LinkedIn data has been used for the research work carried out in this paper. This in turn can significantly tackle the challenges faced by LinkedIn and other job posting applications to improve the levels of jobs available in the industry. This research introduces Text Processing in natural language processing on datasets of LinkedIn which aims to find out the jobs that appear most in a month or/and year. Therefore, the large data became renewed into the required or needful source. This study thus uses Multinomial Naïve Bayes and Linear Support Vector Machine learning algorithms for text classification and developed a trained multilingual dataset. The results indicate the most needed job vacancies in any field. This will help students, job seekers, and entrepreneurs with their career decisions

• 기술혁신연구
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• 제16권2호
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• pp.201-223
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• 2008

This paper studies the supply and demand of Industrial Technology Labor-force(ITL) and analyzes the determinate of ITL shortage in Korean manufacturing. We classified the industry into four categories-high technology industries, medium-high technology industries, medium-low technology industries and low technology industries-based on its R&D intensity like OECD. For the empirical analyses we use a survey data collected from 5,703 enterprises. The key findings are as follows: Firstly, a large majority of ITL is engaged in more technology-intensive industries but the categories that are exposed to more serious labor-force shortage problem are medium-high technology industries and low technology industries. Secondly, in the terms of supply factor, the ITL shortage problems are mainly due to the avoidance of ITL jobs. And the demand point, the reason is that the most of ITL are not researchers but production managers. Thirdly, the cause of imbalance between supply and demand of ITL are different by the technological categories. For example, in the high technology industries, the supply factors, such as average wage and turnover rate played more important role in the imbalance. But in the low technology industries the demand factors, such as per capita sales and the ratio of ITL in all employees were relatively much more important. Based on the findings, we discovered some political meanings such as the necessity to plan various policies to resolve the shortage problem of ITL according to the technological categories, etc.

• 노동경제논집
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• 제31권1호
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• pp.1-27
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• 2008

본 연구는 최근 노동시장의 특정인 임시 일용직 증가의 원인을 분석하였다. 임시 일용직 증가 원인으로 기업의 수익성, 시장 변동성, 근로자의 자질에 대한 불확실성 측면에서 살펴보았다. 결과에 따르면 제조업의 경우 기업의 수익성과 건설업과 도소매업은 상품수요의 변동성과 관련이 깊은 것으로 나타났다. 한편 1990년대 이후 증가한 교육의 양적 팽창이 질적 향상을 수반하지 못한 결과 근로자의 자질에 대한 불확실성을 증가시키면서 기업은 상용직보다 임시 일용직을 선호하게 되었을 가능성도 간접적으로 확인되었다.

• Safety and Health at Work
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• 제5권3호
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• pp.165-167
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• 2014

The Dutch construction industry has introduced a compulsory preemployment medical examination (PE-ME). Best-evidence contents related to specific job demands are, however, lacking and need to be gathered. After the identification of job demands and health problems in the construction industry (systematic literature search and expert meeting), specific job demands and related requirements were defined and instruments proposed. Finally, a work ability assessment was linked to the instruments' outcomes, resulting in the modular character of the developed PE-ME. Twenty-two specific job demands for all Dutch construction jobs were identified, including kneeling/squatting, working under time pressure, and exposure to hazardous substances. The next step was proposing self-report questions, screening questionnaires, clinical tests, and/or performance-based tests, leading to a work ability judgment. "Lifting/carrying" is described as an example. The new modular PE-ME enables a job-specific assessment of work ability to be made for more than 100 jobs in the Dutch construction industry.

• 농촌계획
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• 제30권2호
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• pp.79-96
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• 2024

The purpose of this study is to analyze the factors affecting residential mobility between urban and rural. After classifying urban and rural region based on discriminatory attributes of the regions, we applied a multinomial logistic model, using the sample data of 2020 Korea Population and Housing Census. The major findings are as follows. The young highly educated in cities avoided rural. The young less educated in rural engaged in 2, 3th industries as well as agricultural industry, but remained in low-paying and unstable jobs. In addition, various classes moved to rural and rising house prices in cities pushed people to rural. Therefore, it is necessary to develop diversified regional industry models and provide opportunities for high quality and stable jobs in rural by linking industrial demand, education and jobs. Also, preserving the rural environment, settlement conditions and residential environment are needed for satisfying various needs of urban residents who migrate to rural areas. While regional policies so far have focused on maintaining the population size and promoting a population influx, rural development and population policies should be established in a way that responds to diverse population classes in an era of population decline.

• 한국경제지리학회지
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• 제18권2호
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• pp.168-189
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• 2015

세계 금융위기 이후 일자리 창출은 여러 국가들에서 가장 시급한 문제가 되고 있다. 우리나라에서도 일자리 창출을 통해 지역경제를 활성화시키기 위한 다각적인 정책이 수행되고 있다. 최근에 들어 창출되는 일자리들이 고임금, 상용 일자리보다는 저임금, 임시직 일자리가 창출되는 것으로 알려져 있다. 본 연구는 지역노동시장권별 일자리 창출 격차를 일자리 양과 질적 측면에서 비교하는데 목적을 두었다. 본 연구는 노동 수급률과 최소 고용규모를 기준으로 설정된 121 지역노동시장권(LLMAs)을 분석대상으로 하였으며, 고용 규모의 차이를 반영하여 121개 지역노동시장권을 3그룹(광역-중소-농어촌)으로 분류하였다. 본 연구의 결과를 요약하면 다음과 같다. 첫째, 일자리 창출 특성이 지역노동시장권별로 차별화되고 있다. 고부가가치 일자리와 고임금 일자리들은 광역 지역노동시장권에서 주로 창출되는 반면에 상용 일자리는 농어촌 지역노동시장권에서 창출되는 특성을 보이고 있다. 둘째, 일자리 창출은 지역경제 수준과 어느 정도 상관성을 갖는 것으로 나타났다. 특히 중소 지역노동시장권의 경우 일자리의 질이 지역경제 수준과 통계적으로 유의미한 상관성을 보인 반면에 농어촌 지역노동시장권의 경우 일자리 양이 지역경제 수준과 높은 상관성을 보이고 있다. 본 연구 결과는 지역성장을 유도하는 효과적인 일자리 창출을 위해 지역노동시장권별 일자리 창출 특성을 반영한 차별화된 정책이 수립되어야 한다는 시사점을 제공하였다.

• 산경연구논집
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• 제11권5호
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• pp.35-44
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• 2020

Purpose: The purpose of this study is to present a plan to expand the employment of the elderly in Small business as one of the ways to solve the problem of the supply and demand of the company due to the aging population and the problem of the elderly poverty. Research design, data and methodology: The method of this study is a qualitative research method, and the researcher visited a small and medium-sized company directly and collected data by conducting an in-depth interview with a business owner. The interview period was conducted on a total of 15 business owners from November 5, 2013 to November 18, 2013. Results: First, the reason why companies hire the elderly is because they are suitable people, and the reason why they are not employed is because the elderly are not suitable. Second, it was found that the most recruiting paths continued to work after retirement. Third, the strengths of the elderly in their businesses were diligence, integrity, leadership, wisdom, warmth, and skill. Disadvantages the elderly in their businesses include wanting to be treated as an adult, poor productivity, poor accuracy, and health risks. Fourth, in case of hiring the elderly, they were considering convergence with young employees, and it was suggested that there are no difficulties in being an elderly because the companies hiring the elderly use the elderly according to the characteristics of the elderly. Fifth, It is realistic to actively utilize the employment system after retirement. Sixth, it was found that, unlike young people, it is not easy to recruit people on the Internet, so it is necessary to improve the system. Lastly, some industries clearly distinguished between the jobs of the elderly and the jobs of the young, but in many industries, it was desirable to create jobs for the elderly by harmonizing the main and secondary jobs. Conclusion: Ultimately, the work of the elderly in small and medium-sized enterprises should be reborn as a high-quality job that can solve the poverty of the elderly by working as a regular worker in the enterprise, rather than simply working for the elderly.

• International Journal of Computer Science & Network Security
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• 제24권4호
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• pp.147-154
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• 2024

The continuous increase in urban population due to migration of mases from rural areas to big cities has set urban water supply under serious stress. Urban water resources face scarcity of available water quantity, which ultimately effects the water supply. It is high time to address this challenging problem by taking appropriate measures for the improvement of water utility services linked with better understanding of demand side management (DSM), which leads to an effective state of water supply governance. We propose a dynamic framework for preventive DSM that results in optimization of water resource management. This paper uses Agent Based Modeling (ABM) with Digital Twin (DT) to model water consumption behavior of a population and consequently forecast water demand. DT creates a digital clone of the system using physical model, sensors, and data analytics to integrate multi-physical quantities. By doing so, the proposed model replicates the physical settings to perform the remote monitoring and controlling jobs on the digital format, whilst offering support in decision making to the relevant authorities.