• Title/Summary/Keyword: job information system

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Forecasting Chemical Tanker Freight Rate with ANN

  • Lim, Sangseop;Kim, Seokhun
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.4
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    • pp.113-118
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    • 2021
  • In this paper, we propose an efficient dynamic workload balancing strategy which improves the performance of high-performance computing system. The key idea of this dynamic workload balancing strategy is to minimize execution time of each job and to maximize the system throughput by effectively using system resource such as CPU, memory. Also, this strategy dynamically allocates job by considering demanded memory size of executing job and workload status of each node. If an overload node occurs due to allocated job, the proposed scheme migrates job, executing in overload nodes, to another free nodes and reduces the waiting time and execution time of job by balancing workload of each node. Through simulation, we show that the proposed dynamic workload balancing strategy based on CPU, memory improves the performance of high-performance computing system compared to previous strategies.

Automatic Linkage Model of Classification Systems Based on a Pretraining Language Model for Interconnecting Science and Technology with Job Information

  • Jeong, Hyun Ji;Jang, Gwangseon;Shin, Donggu;Kim, Tae Hyun
    • Journal of Information Science Theory and Practice
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    • v.10 no.spc
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    • pp.39-45
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    • 2022
  • For national industrial development in the Fourth Industrial Revolution, it is necessary to provide researchers with appropriate job information. This can be achieved by interconnecting the National Science and Technology Standard Classification System used for management of research activity with the Korean Employment Classification of Occupations used for job information management. In the present study, an automatic linkage model of classification systems is introduced based on a pre-trained language model for interconnecting science and technology information with job information. We propose for the first time an automatic model for linkage of classification systems. Our model effectively maps similar classes between the National Science & Technology Standard Classification System and Korean Employment Classification of Occupations. Moreover, the model increases interconnection performance by considering hierarchical features of classification systems. Experimental results show that precision and recall of the proposed model are about 0.82 and 0.84, respectively.

Implementation of a Non-Invasive Sensor System for Differentiating Human Motions on a Bed (침대에서 동작 식별을 위한 비침습식 센서 시스템의 구현)

  • Cho, Seung Ho
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.2
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    • pp.39-48
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    • 2014
  • In this paper, we propose an efficient dynamic workload balancing strategy which improves the performance of high-performance computing system. The key idea of this dynamic workload balancing strategy is to minimize execution time of each job and to maximize the system throughput by effectively using system resource such as CPU, memory. Also, this strategy dynamically allocates job by considering demanded memory size of executing job and workload status of each node. If an overload node occurs due to allocated job, the proposed scheme migrates job, executing in overload nodes, to another free nodes and reduces the waiting time and execution time of job by balancing workload of each node. Through simulation, we show that the proposed dynamic workload balancing strategy based on CPU, memory improves the performance of high-performance computing system compared to previous strategies.

A Study on Job Stress of Aircraft Composite Material Part Manufacturing Workers (항공기 복합소재 부품 제조업 종사자의 직무 스트레스 분석)

  • Yoon, Hoon-Yong;Lee, Choon-Jae;Jang, Jun-Hyuk
    • Journal of the Ergonomics Society of Korea
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    • v.29 no.5
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    • pp.751-762
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    • 2010
  • The purpose of this study was to investigate the job stress factors of aircraft composite material part manufacturing workers using survey based on 'Job stress factors evaluation tool for Koreans' that was developed by KOSHA in 2003. Two hundred and fifty workers participated in this study, and among them 204 responses were analyzed for this study due to the unreliability and insincerity of responses. The eight job stress factors which are physical environment, job autonomy, job insecurity, organizational system, workplace culture, unfair compensation, relationship conflict, and job requirement were analyzed. The results showed that the stress level of the six job stress factors which are physical environment, job autonomy, job insecurity, organizational system, workplace culture, unfair compensation was relatively higher than that of other industry workers. Generally, all eight job stress factors showed higher stress with temporary workers than with permanent workers, and especially job autonomy, job insecurity, organizational system, and unfair compensation factors showed statistically significant differences (p<0.05). Since the temporary workers are insecure with their job, weak position in organization, having little self-control for the job and lower pay level than that of permanent workers though the job is as same as permanent workers', the stress level of above job stress factors would be much higher than that of the other factors. The group of unsatisfactory with workplace showed higher job stress than group of satisfactory with workplace in all job stress factors, as expected, at the statistically significance level (p<0.05). From the results of this study, the work loss due to the job stress could be prevented, and accurate stress factors could be removed at the workplace. Also the job stress management program can be implemented to improve the work efficiency and the workers' quality of life.

Job Satisfaction of School Foodservice Employees in Chungbuk Province (충북지역 학교급식 조리종사원의 직무만족도)

  • Im, Hye-Jin;Lee, Young-Eun
    • Korean Journal of Human Ecology
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    • v.20 no.3
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    • pp.651-663
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    • 2011
  • The purpose of this study was to provide basic data and information for the improvement of school foodservice and efficient management of cooks by surveying the working conditions and the job satisfaction of cooks at schools located in Chungbuk province. The questionnaires of 311 cooks were available for this study. 26.3% of respondents worked at elementary schools, 34.2% of respondents worked at middle schools, and 39.5% of respondents worked at high schools. 72.3% of them were in their forties, 24.4% worked during five to seven years, and 63.0% had qualification certificates. Their job satisfaction was examined from ten dimensions. Respondents were not satisfied with the wage system and working environment which scored 2 points out of 5 points(not satisfied). They gave 1 point out of 5 points to the promotion dimension(not satisfied at all) while organizational committment area received relatively high points. The overall job satisfaction level was 3.06 points. The evaluation of the factors that made their job unsatisfactory were evaluated and the bonus system, treatment system and the wage system were 3.80 points, 3.69 points, and 3.62 points, respectively. In order to improve the job satisfaction of school foodservice employees, a change of the wage system and welfare system are needed.

Customer's Job Identification using the Usage Patterns of Mobile Telecommunication (이동통신 사용패턴을 이용한 고객의 직업판정)

  • Lee Jae Sik;Cho You Jung
    • Journal of Intelligence and Information Systems
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    • v.10 no.3
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    • pp.115-132
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    • 2004
  • Recently, as most companies recognize the importance of the customer relationship management, they strongly believe that they must know who their customers are. The job of a customer is very important information for us to understand the customer. However, since most customers are reluctant to reveal them-selves, they do not let us know their jobs, and even provide false information about their jobs. The target domain of our research is mobile telecommunication. In this research, we developed a system that identifies the customer's job by utilizing the Call Detail Record. Using artificial neural networks, we developed a two-step Job Identification System. In the first step, it identifies the four job classes, then in the second step, it subdivides these four job classes into seven jobs. The accuracy of identifying the seven jobs was $71.9\%$.

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The Information of Dispatching Rules for Improving Job Shop Performance (Job Shop 일정계획의 성능 향상을 위한 할당규칙의 정보)

  • Bae, Sang-Yun
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.29 no.4
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    • pp.107-112
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    • 2006
  • This study presents the new dispatching rules for improving performance measures of job shop scheduling related to completion time and due dates. The proposed dispatching rule considers information, which includes the comparison value of job workload, work remaining, operation time, and operation due dates. Through computer experiments, the performance of the new dispatching rules is compared and analyzed with the existing rules. The results provide a guidance for the researchers to develop new dispatching rules and for practitioners to choose rules of job shop scheduling.

A Study on Job Satisfaction by Medical Information System Accomplishment

  • Kim, Chung-Gun;Sohn, Chang-yong;Chung, Yun-kyung
    • Journal of Korean Clinical Health Science
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    • v.6 no.2
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    • pp.1126-1135
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    • 2018
  • Purpose. The purpose of this study is to investigate the success model related to the hospital information system accomplishment. It is important to examine the success model of the hospital information system and to analyze the factors affecting the job satisfaction accomplishment. Methods. The method of this study is to 150 copies of the entire survey data were distributed and 135 copies were collected, showing a collection rate of 90%. In order to ensure the reliability of the questionnaire items, Cronbach's Alpha was used to test reliability, and exploratory factor analysis was conducted to determine the convergence of various items. In order to grasp the convergence of various items, exploratory factor analysis was performed. The results of exploratory factor analysis were used to analyze the correlations between variables that were proven to have a single dimensionality before calculating factor loadings and regression analysis by Orthogonal Rotation by Varimax method Results. The results of this study, first, the system quality of the hospital information system has a statistically significant effect on user satisfaction. Second, the information quality of hospital information system is statistically significant for user satisfaction, indicating that information quality improves user satisfaction. Third, service quality of hospital information system was statistically significant in user satisfaction. Finally, the higher the satisfaction of the users who use the hospital information system, the higher the accomplishment of the organization Conclusions. This study is based on the successful model of D & M information system. In addition, the hospital information system, the user satisfaction, and the organizational accomplishment in connection with it can be found significant.

대학도서관 자료처리 원가계산에 관한 연구

  • 이경호;심의순
    • Journal of Korean Library and Information Science Society
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    • v.10
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    • pp.157-191
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    • 1983
  • The purpose of the study is to build a general cost a counting model for university libraries, to clarify the possible areas of its a n.0, pplication by employing job cost accounting and process cost accounting methods. System analysis is performed as to the fields of acquisition, processing (cataloging & classification), and book shelving system. The existing operation processes and time required for each operation of these three systems are analyzed, from which detailed system flowcharts were drawn and job descriptions and the content of job were identified. The results of the study can be summarized as follows: (1) The processing time of one book in each systems: Oriental books. a. Acquisition system. the time required the time required in case of job cost case of job cost accounting after purchasing, 8 min. 21 sec. the time required in case of process cost accounting 15 min. 7 sec. b. Processing system. the time required for non-duplicate, 34 min. 40 sec. the time required for duplicate, 8 min. 49 sec. the time required for purchasing of more than the time required two copies at a time. 4 min. 44 sec. c. Book shelving system. the time required. 1 min. 43 sec. Western books. a. Acquisition system the required in case of job cost accounting, 9 min. 1 sec. the time required in case of process cost accounting. 15 min. 7 sec. b. Processing system. the time required for non-duplicate, 32 min. 58 sec. the time required for duplicate, 9 min. 26 sec. the time required for purchasing of more than two copies at a time. 5 min. 33 sec. c. Book shelving system. the time required. 1 min. 43 sec. (2) Total sum of processing time and processing cost per book. Oriental books (including material cost) the time required. cost. a. non-duplicate, 51 min. 30 sec. 2, 791 won b. duplicate, 25 min. 39 sec. 1, 580 won c. purchasing of more than two copies as a time, 21 min. 34 sec. 1, 368 won Western books(including material cost) a. non-duplicate, 49 min. 48 sec. 3, 189 won b. duplicate, 26 min. 16 sec. 1, 846 won c. purchasing of more than two copies at a time. 22 min. 23 sec. 1, 388 won

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Health Information Managers' Job Stress in an Electronic Medical Record Environment

  • Noh, Jin-Won;Choi, Hyo-Jin;Hong, Jin-Hyuk;Boo, Yoo-Kyung
    • International Journal of Contents
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    • v.13 no.2
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    • pp.35-43
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    • 2017
  • This study sought to measure the influence of HIMs' work environment changes on job stress, and to explore measures for improving job satisfaction among them. A total of 275 hospital HIMs' were surveyed using a structured questionnaire. Significant job stress impact variables were sorted out using a simple linear regression analysis. Then, through multiple linear regression analysis, multicollinearity was tested. Significant impact factors were identified from among the control variables, and job stress impact was measured. The survey revealed that in public hospitals where the EMR system has been implemented for a longer period, depression scores in HIMs' were increased. HIMs' job stress level was found to be affected by the following factors: computerization of their working environment, experience of depression, unemployment, and manpower reduction, as well as, their lifestyles, including leisure activities. The results of this study suggest that HIMs' job stress can be reduced through work environment improvement and improvement of their personal lifestyle habits.