• 제목/요약/키워드: Job Recommendation

검색결과 73건 처리시간 0.028초

개인화된 구직정보서비스 제공에 관한 사례연구 : 월드잡플러스의 스플렁크 활용을 중심으로 (A Case Study on the Personalized Online Recruitment Services : Focusing on Worldjob+'s Use of Splunk)

  • 이문기;이재덕;박성택
    • 한국융합학회논문지
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    • 제9권2호
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    • pp.241-250
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    • 2018
  • 온라인구직서비스는 가장 인기 있는 인터넷서비스 중의 하나이다. 구직자들에게 신규채용기업에 대한 정보와 함께 필요한 자료를 찾을 수 있는 검색엔진도 제공하기 때문이다. 그러나 대부분의 온라인구직사이트는 전통적인 수요자 풀 유형의 접근방식을 채택하고 있어 많은 경우 엉뚱한 검색결과를 도출하기도 한다. 한국산업진흥공단이 운영하는 월드잡플러스는 이러 문제를 해소하기 위해 머신 데이터 분석플렛폼인 스플렁크를 활용하여 보다 능동적이고 개인화된 서비스를 제공하고자 시도하고 있다. 월드잡플러스는 개인화된 매칭 기법을 이용하여 각각의 구직공고에 최적인 구직자 프로필이나 스펙정보를 제공하며, 구직자 선호도를 반영한 최적 맞춤형 구인공고 제공서비스 등을 제공하고 있다. 이런 분석기법은 기존의 구직에 성공한 유사 구직자 정보와 구인기업 자료 간의 유사성 등을 토대로 하는 추천방식이다. 결론으로 본 연구의 시사점과 제공서비스의 정책적 효과에 대해 논의하였다.

공학계열 장기현장실습(IPP) 참여자 반응 및 행태분석 (Analysis of Response and Behavior of Engineering Students Participated in Long-Term Field Practice (IPP))

  • 김동태
    • 실천공학교육논문지
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    • 제10권2호
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    • pp.131-137
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    • 2018
  • 본 연구는 도입 4년차인 IPP제도의 성과를 공학계열 참여자의 관점에서 중간평가하고 개선방안을 도출하는데 목적을 두고 있다. 연구결과 IPP에 참여한 공학계열 학생들은 진로선택 도움, 취업경쟁력 제고 등의 IPP효과에 대해 긍정적으로 인식하는 가운데 조사대상 3개년간 긍정적 인식수준이 지속적으로 증가하고 있음을 확인하였다. 또한 IPP종료 시점에 평가한 참가자 자신들의 전공 역량, 비전공 역량 수준 역시 3개년간 통계적으로 유의한 차이를 보이며 증가하는 추세를 나타냈다. 반면 실습기업과 운영대학에 대한 만족도는 3개년간 보통수준에 머물고 있으며, IPP제도를 후배나 동료에게 추천할 의향은 3개년간 보통수준 이상으로 높게 나타났다. 끝으로 희망직무와 IPP 참여직무가 일치할수록 IPP효과에 대해서 긍정적 평가를 하였고 IPP제도 추천의향 역시 크게 증가하였다. 이를 종합하면 IPP참가자들이 인식하는 지난 3년간의 IPP성과는 전반적으로 긍정적 수준에 있으며 지속적으로 증가하고 있고, 직무적합성 정도가 IPP효과 인식에 가장 큰 영향을 미치는 요인임을 알 수 있다.

태권도전공 대학생의 해외 지도 활동 재참여 및 타인추천에 영향을 미치는 요인 (Factors Affecting the Re-participation and Recommendation of Overseas Taekwondo Teaching Experiences of Taekwondo Majoring College Students)

  • 나윤호;장익영
    • 한국엔터테인먼트산업학회논문지
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    • 제15권8호
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    • pp.233-246
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    • 2021
  • 이 연구의 목적은 태권도 전공 대학생의 해외 태권도 지도 활동 재참여 및 타인추천에 영향을 미치는 요인을 분석하는 것이다. 이러한 연구목적을 달성하기 위해 최근 5년 이내에 해외 태권도 지도 경험을 가진 태권도 전공생을 모집단으로 설정하고 편의표본추출법을 이용하여 총 316명으로부터 자료를 수집하여 분석하였다. 자료분석은 SPSS24.0 프로그램을 이용하여 빈도분석, 일원배치분산분석, 위계적 회귀분석을 실시하였으며, 이에 대한 결과는 다음과 같다. 첫째, 태권도 전공 대학생의 개인적 특성, 활동내용, 대인관계에 따라 재참여 및 타인추천은 유의미한 차이가 있는 것으로 나타났다. 구체적으로 가정소득수준, 경험기간, 교육만족도 및 수요처만족도에 따라 유의미한 차이가 있는 것으로 나타났다. 둘째, 태권도 전공 대학생의 개인적 특성, 활동내용, 대인관계 요인은 해외 태권도 지도 활동 재참여 및 타인추천에 부분적으로 유의한 영향을 미치는 것으로 나타났다. 구체적으로 개인적 특성보다 활동내용 및 대인관계 요인이 더 큰 영향을 미치는 것으로 나타났다. 이러한 점을 고려하여 현실에 반영하였을 때, 궁극적으로 태권도 전공 대학생들의 취업시장 확대와 태권도 국제화를 더욱 발전시키는 데 공헌할 것이다.

임상간호사 유지 전략으로서 멘토링 프로그램의 효과 (Effect of a Mentoring Program as a Strategy for Retention of Clinical Nurses)

  • 이병숙;박정숙;이정희;홍순남
    • 간호행정학회지
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    • 제16권1호
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    • pp.48-58
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    • 2010
  • Purpose: The purpose of this study was to identify the effect of a mentoring program as a strategy for the retention of clinical nurses. Method: Research subjects were 20 mentors, 20 mentees and 22 clinical nurses for a control group of mentees. A mentoring program was developed by an expert committee and applied to the experimental group for six months. Data were collected at three and six months after the application of the program from September, 2008 to March, 2009. Data were analyzed using $x^$-test, t-test, Repeated Measures ANOVA, One-way ANOVA in SPSS/Win 15.0 Program. Results: Job satisfaction, organizational commitment, empowerment, and carrier commitment in the mentees of the experimental group were significantly higher than the nurses of the control group. Intention of resignation in mentees of the experimental group were significantly lower than the nurses of the control group. Also, there were significant interaction between the groups and the times of measurements in all variables. Conclusion: The mentoring program showed positive impact on the variables for maintenance of clinical nurses. Recommendation: Based on these findings, retention strategies using mentoring programs were recommended to reduce clinical nurses' resignation and improve the competency of clinical nurses that leads to the productivity of nursing organizations.

계열별 교면 방수시스템의 품질관리 지침(안) 고찰 (Quality Control Recommendation with Waterproofing Membrane Type of Waterproofing System for Concrete Bridge Decks)

  • 이병덕;박성기;심재원;정해문;김광우
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2002년도 봄 학술발표회 논문집
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    • pp.367-372
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    • 2002
  • The waterproofing systems of concrete bridge deck are installed under the complex circumstances, such as traffic loading, weather, and the condition of the deck concrete. For assuring the effectiveness of waterproofing system, the materials and the construction method and timing ought to be suitably selected with the procedures of waterproofing and the system has to ensure the economical performances. First of all, we discussed whether the quality and performance criteria for highway bridge deck are resonable or not through the investigation of domestic and foreign criteria. The basic properties of waterproofing membranes on market and the performance of waterproofing systems of concrete bridge deck have also been investigated in the view of the damages frequently reported from job site. In this way, the causes and measures of damages, the guidelines of design, construction, quality control, and maintenance, the test methods and criteria of membranes and waterproofing system, are proposed.

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제대군인 취업에 관한 연구 - 민간기업 취업을 중심으로 - (A Study on Employment of Discharged Military Personnel -Establishment and Management of Private Military Company-)

  • 김기훈
    • 안보군사학연구
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    • 통권9호
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    • pp.283-311
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    • 2011
  • The Republic of Korea, ranked as the 5th military power according to the size of its ground troops, discharges more than 200,000 manpower to the society annually; more than 13,000 of them are officers. The re-employment rate of discharged military personnels, who experience early retirement of 5 to 15 years compared to general public officers, is very low, only amounting to 53.2%. On the other hand, major developed countries exhibit great national scale of effort to take responsibility in helping the settlement of the soldiers who have dedicated their career for their countries. The re-employment rate amounts to 94%. Fully acknowledging such disparity, this paper examines various policies on discharged members support of developed countries, and aims to suggest developmental model on employment support designed for discharged members in the Republic of Korea.

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조종사교육 교과목과 교수;학습방법에 대한 조종사의 의식 (Pilots' Understandings on the Pilot Education Curriculum and Teaching-Learning Methods)

  • 최일규;서정후;김인철
    • 한국항공운항학회지
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    • 제8권1호
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    • pp.95-109
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    • 2000
  • The analyses of the aircraft accidents across all of the world, including Korea, reported that 70 % of the accidents could be attributed to the faults of pilots' human factors. It implied that the aircraft accidents could be cut down remarkably if the pilots' faults were reduced. In this context, the purpose of the study were to explore and reduce the problems of authoritarian job performance in the cockpit operation of which mainly depended on the captain, though it was supposed that two or more pilots work together as a team. In relation to this, the current worldwide trend of pilot education had tended to emphasize education on the human factors of pilots since the strong recommendation of the International Civil Aviation Organization in the 1980's. From the educational dimension of the pilots, it was attempted to explore a new educational perspective which would enhance the flight crew's performance of the cockpit through improving the courses of the pilot education curriculum and the teaching-learning methods.

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딥러닝 기반의 MBTI 직업 추천 알고리즘 설계 (Design of MBTI Job Recommendation Algorithm Based on Deep Learning)

  • 김준겸;조영복
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2023년도 제67차 동계학술대회논문집 31권1호
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    • pp.13-15
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    • 2023
  • 본 논문에서는 성격, 성향을 근거로 사람의 성향에 따른 직업 및 전공에 대한 만족도를 분류한 데이터셋을 구축하여 사전에 사용자의 성향을 파악하여 직업을 추천하는 알고리즘을 제안한다. 성격유형검사 뿐만이 아닌 최근 게시한 SNS 텍스트를 사전에 학습한 데이터셋에 적용해 성격유형 결과의 정확도를 상승시키고자 한다. 사전에 생성한 데이터셋 외에 대상자가 작성한 정보(직업, 전공, 직엄 및 전공에 대한 만족도)로 연합학습을 진행하여 데이터셋의 정확도를 향상시키고자 한다. 모델의 학습 및 분류의 정확도 향상을 위해 SVM, NB, KNN, SDG 알고리즘들을 비교하였고 각각 67%, 21%, 28%, 69%의 정확도를 도출하였다. 데이터 셋은 캐글에서 제공받았다.

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치과병의원에서 요구하는 치위생과 졸업생들의 직업능력에 관한 연구 (The study about occupational ability of dental hygiene department students required of the dental clinics)

  • 김정;엄준영
    • 한국치위생학회지
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    • 제9권4호
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    • pp.633-643
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    • 2009
  • Objectives : This study is aimed to help the dental hygiene department students to improve their adaptive ability to the field work by letting them know the performing levels required of the job world, by renovating the knowledge-centered curriculum, and by finding out the core competencies needed for successfully performing their duties and tasks in the work field. Methods : The survey tool was recomposed through the examination of the preceeding studies on basic vocational competencies and skills, and the survey has been done to 200 dentists in Seoul and Gyunggi provice. Results : 1. As for the job-getting routs, 35.1% of them finds their jobs through the job portal sites, and 21.3% through the recommendation by professors. So we can see the meaningful difference in the employment ways. 2. Dental hygiene clinics think that the purpose of their cooperation with the colleges is mainly to secure human resources by requiring the colleges to give field-centered education the colleges through. 3. The clinics for dental hygienic students' field learning have a great power for hiring the students. So it is necessary to set up a good management system of the clinics for dental hygienic students' field learning in order to reinforce the students' competitive power in getting jobs. 4. The priorities in basic working abilities needed for the task performance are in the order of vocational responsibility, self-managing & developing ability, interpersonal skill, and problem solving ability. 5. The core competencies required of those who graduate from dental hygiene school show the following scores by Likert measurement; good personality and vocational consciousness 2.16(${\pm}.677$), understanding power of major-related knowledge 2.19(${\pm}.723$), field adapting ability 2.31(${\pm}.748$), get-along-with ability 2.32(${\pm}.799$), interpersonal skill 2.42(${\pm}.768$), and self-development ability such as getting certificates 2.43(${\pm}.729$). Among the core competencies, the only meaningful factor which influences on their satisfaction measurement has been identified as the professional ability related to the major. Conclusions : The results suggest that the knowledge and skill related to the major are core competencies of able human resources and closely related with the professionality of the job, and so they are very important. However, job basic abilities are also proved to be important, which reinforce the students' activeness, self-regulation, and creativeness, and help them to pursue their lasting growth in their abilities.

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일부 치위생과 신입생의 전공선택과 직업의식에 관한 조사연구 (Survey of the Major Selection by and Occupational Consciousness of Freshmen Majoring in Dental Hygiene)

  • 장성연;최은정;황선영
    • 대한치위생과학회지
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    • 제4권1호
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    • pp.29-37
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    • 2021
  • Background: The selection of an occupation is typically based on individuals' personalities and the characteristics of occupations, which significantly affect occupational consciousness. The present study aimed to enhance the occupational achievement level of and provide fundamental data for student counseling in order to develop competitive professional workers by understanding the occupational consciousness of freshmen and motivating them as dental hygienists with career development plans, as freshmen majoring in dental hygiene eventually play a significant role in the field of dentistry as dental hygienists. Methods: The surveys were distributed to 160 freshmen in the dental hygiene department and were subsequently collected. The data from 142 surveys were used for analysis, as 18 surveys were excluded due to insincere responses. The survey contents included questions related to major selection and satisfaction, including motives for selecting a dental hygiene major, prior knowledge on a dental hygiene major and a career as a dental hygienist, satisfaction level of the major, and reasons for dissatisfaction in cases if applicable, as well as questions related to occupational consciousness, including career prospects for dental hygienists, opinions on the occupation, and conditions of job selection. Results: High employment rate with good salary level ranked highest (43.7%) among motives to apply the dental hygiene major, followed by the desire to be a professional worker (21.1%) and recommendation by acquaintances. Of those who responded, 50.7% indicated a normal level of satisfaction with the major, and 69.9% responded that they had prior knowledge regarding the dental hygiene major and/or field of dental hygiene. These results may be due to youth unemployment and the occurrence of job preparation immediately after students enter university, which is a result of the difficulty in job seeking. In terms of career prospects, 48.6% of students responded with "growing a little bit," followed by "growing a lot" (28.9%), "no difference from now" (21.1%), and "other" (1.4%). Regarding opinions on the occupation, 65.5% responded that occupation was an tool with which to make and income or a living, 23.2% responded that occupation was for dreams and self-realization, and 11.3% responded that occupation was for success in life and maintaining social status. Regarding the conditions of job selection, the responses included that the workplace had good working conditions (39.4%), good interpersonal relationships (21.8%), and a higher salary (18.3%). This may reflect the change in work ethics among university students, according to the trend of the times. Conclusion: Based on the results of the present study, we found that educational guidance to enhance the level of satisfaction with the major, and career guidance to understand and apply the clear vision and long-term job security are necessary.