• Electronics and Telecommunications Trends
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• v.38 no.6
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• pp.95-106
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• 2023

As artificial intelligence has become commonplace in various fields, the transparency of AI in its development and implementation has become an important issue. In safety-critical areas, the eXplainable and/or understandable of artificial intelligence is being actively studied. On the other hand, machine learning have been applied to the intelligence of self-organizing network (SON), but transparency in this application has been neglected, despite the critical decision-makings in the operation of mobile communication systems. We describes concepts of eXplainable machine learning (ML), along with research trends, major issues, and research directions. After summarizing the ML research on SON, research directions are analyzed for explainable ML required in intelligent SON of beyond 5G and 6G communication.

• Journal of Korean Academy of Nursing
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• v.42 no.1
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• pp.9-18
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• 2012

Purpose: The purpose of this study was to test the turnover intention model for chief nurse officers in general hospitals. The variables for the study included job stress, social support, job satisfaction, and organization commitment. Methods: A predictive, non-experimental design was used with a sample of 144 chief nurse officers from 144 general hospitals. Data were collected using self-administered questionnaires and analyzed using SPSS, AMOS program. Results: The overall fitness of the hypothetical model to the data was good (${\chi}^2$=16.80, p=.052, GFI=.96, AGFI=.90, NFI=.97, CFI=.99). Job stress, social support, job satisfaction, and organization commitment explained 59.0% of the variance in turnover intention by chief nurse officers. Both organization commitment and social support directly influenced turnover intention for chief nurse officers, and job stress and job satisfaction indirectly influenced turnover intention. Conclusion: The results imply that chief nurse officers in hospitals need social support and management of job stress to increase job satisfaction and organization commitment, and lower turnover intention.

• Journal of Korean Academy of Nursing Administration
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• v.9 no.4
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• pp.625-639
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• 2003

Purpose: The Purpose of this study was to identify the relationship between managerial characteristics of the nursing organization and organizational effectiveness. Method : The data were gathered from the self-reported questionnaires of 717 nurses who work for eight different general hospitals located around Seoul and Kyounggi province. The period of data collection was from December 12 to December 7, 2002. For data analysis, descriptive statistics, Pearson correlation coefficient, t-test, and ANOVA with SAS & SPSS Program were used. Result : 1) Managerial Characteristics of the Nursing Organization were positively related to all of the organizational effectiveness. Transactional leadership were negatively related to all of the organizational effectiveness. 2) 'Shared Value' and 'Communication' showed a significant difference except religion. 'Autonomy' showed a significant difference except religion, major field of practice. 'Job Motivation' showed a significant difference except marital status, religion. 'Transformational leadership' showed a significant difference except marital status, religion, major field of practice. 3) 'Job satisfaction' showed a significant difference except religion, major field of practice. 'Organizational commitment' and 'Organizational citizenship behavior' showed a significant difference except religion. Conclusion : From the above results, the highly perceived with managerial characteristics of the nursing organization is very implicative to enhance the organizational effectiveness.

• Journal of Korean Academy of Nursing Administration
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• v.21 no.2
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• pp.164-173
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• 2015

Purpose: This study was done to investigate the effects of individual-organization personality agreement using a five-factor model on job satisfaction and organizational commitment of hospital nurses. Methods: Participants were 222 nurses who had worked for more than 1 year in a university hospital. Data were collected from January 14 to 20, 2012, using self-recorded questionnaires. Collected data were analyzed using descriptive statistics and multiple regression methods. Results: Extraversion personality fit and the Agreeableness personality fit had a significant effect on job satisfaction. Extraversion personality fit, agreeableness personality fit, and openness personality fit had a significant effect on organizational commitment. Conclusion: Results of this study show that individual-organizational personality agreement affects hospital nurses' job satisfaction and organizational commitment. The extraversion personality fit and agreeableness personality fit of the 5 factors are identified as important variables to increase organizational performance. Based on these results, it is necessary to develop an integrated organizational personality measure model for increasing nurses' work environment satisfaction related to individual-organization personality fit.

• Management & Information Systems Review
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• v.9
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• pp.99-115
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• 2002

This study focuses on forces and correlation among such independent factors as the style of leadership, motivation and relationship in order to find out what kind of ingredients have an effect on the employees' organizational commitment in a venture company. It is likely that the organizational commitment of the employees in the organization in a venture company may be different from that of existing enterprises since they differ 100 percent in their nature. In an attempt to prove it, actual corroboration has been made. As a result, it turned out that transformational leadership had a great impact on the organizational commitment while transactional leadership did not; in the motivation factor, the more vision the employees envisage, the more organizational commitment they show followed by management goals and self-admiration; in the relational factor, more openness in the communication led the employees to devote themselves to their companies, which was valid in the range of 90% in the confidence index. This study reveals that there is not much difference between venture and general companies in the factors that affect employees' organizational commitment in the organization. Therefore, the Chief Executive Officer in the venture company should make a favorable environment with transformational leadership and obvious vision through free and open communication with colleagues so that his or her employees can devote themselves to the organization to which they belong, since venture companies are usually staffed by young workers with high education.

• The Journal of Fisheries Business Administration
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• v.29 no.2
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• pp.21-46
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• 1998

The government is largely responsible for preventing “the tragedy of the common property”, but fisherman's effort fer an autonomous fishery control is equally required. Especially in these days of EEZ such self- regulated fishery management system should be developed and cared for as well. This study aimed to explore a proper management system for coastal fishing ground that now requires the responsible fisheries management by investigating and analysing more drastically the managerial functions of fishery right by Eochon-Gye(the smallest unit of fisheries cooperative based on a fishing village), a typical fishery producer's organization in Korea. This study also included such contents as (1) an understanding of fishery producer's organization, (2) the utilization and management system of coastal fishing ground, (3) the actual condition of fishing right distribution in Korea, (4) the fishery right management and activity of Eochon-Gye, (5) the operation and distinctive feature of fishery right in Japan, (6) the intervention and limit of fishery producer's organization for fishing ground management function, and (7) summary and proposal. We made all Eochon-Gye of the whole country an object of this study and carried out an investigation into Eochon-Gye through a questionnaire. We extracted 359 Eochon-Gye, 20% of the total 1,719 Eochon-Gye as a random sample and investigated these regions through a questionnaire by mail. The contents of the questions consist of 40 items, including six categories about the organization of eochon-gye, and fishing ground management and activities.

• Journal of Korean Library and Information Science Society
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• v.45 no.3
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• pp.349-369
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• 2014

The purpose of this study is to suggest an improved model of the library administrative organization, based on analysis and investigation of present situations of libraries in 31 local governments of Gyeonggi province. With the result of this investigation, there are few local governments in Gyeonggi province with library-related organizations. Most of them had more organized position of extraordinary session than of affiliation with each local government. Also, library policy departments were incomplete, and local governments did not configure the library operating System(central library - base library - branch library) efficiently.

• Health Policy and Management
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• v.24 no.3
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• pp.291-300
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• 2014

Background: The efficient knowledge management in hospital organization is generally known as the important activities relevant to employees' knowledge sharing behavior and work performance. This research examined factors affecting employees' knowledge sharing behavior and work performance in top 4 university hospitals. This study is based on individual factors such as incentives, reciprocity, behavioral control, and subjective norms. Also, there are organizational factors such as CEO support, learning climate, IT system, rewards system, and trust. Methods: Data was collected from employees who are working at 3 hospitals university in Seoul and 1 university hospital in Gyeonggi-Do through the self-administered questionnaires. A total of 779 questionnaires were analyzed by PASW SPSS ver. 18.0. (SPSS Inc., Chicago, IL, USA). Results: The significant variables affecting knowledge sharing behavior are behavioral control (in individual factor) and CEO, IT system, and trust (in organization factor). Also the significant variables affecting work performance are incentives, reciprocity, subjective norms, and behavioral control (in individual factor) and CEO support, IT system, reward system, and trust (in organization factor). Conclusion: The personality and organization characteristics factors is important to improve knowledge sharing behavior and work performance of hospital employees. Therefore, to make more efficient knowledge management is to build and system knowledge sharing culture, system, and leadership and to develop practical strategies.

• Journal of Korean Academy of Nursing Administration
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• v.22 no.2
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• pp.158-166
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• 2016

Purpose: This study was done to investigate the influence of organization and community job embeddedness on turnover intention of nurses in small and medium sized general hospitals. Methods: The participants, 333 nurses, were recruited from small and medium sized general hospitals in Korea. Data were collected by self-report questionnaires on job-embeddedness and turnover intention and were analyzed using descriptive statistics, Independent t-test, One-way ANOVA and $Scheff{\acute{e}}^{\prime}$, Pearson correlation coefficient, and multiple linear regression analysis with the SPSS 18.0 program. Results: The score for job embeddedness and it's 6 factors, and turnover intention were above 3 on a 5 point scale with the exception of organizational sacrifice. There was a significant difference in turnover intention according to age, marital status, salary, and position. There were significant negative correlations between the 6 factors of job embeddedness and turnover intention. Variables entered in multiple regression showed that organizational sacrifice, organizational fit and age were significant contributing factors to turnover intention. Conclusion: The findings suggest that there is a need for strategies to enhance job embeddedness, especially organization sacrifice and organization fit. These factors should be developed and used to decrease turnover intention of nurses in small and medium sized general hospitals.

• Journal of Korea Society of Industrial Information Systems
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• v.10 no.2
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• pp.82-86
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• 2005

E-learning programs in every organizations are increasing rapidly every year. As the internet and multimedia tool spreads into every departments of organization work settings, the paradigm of education has changed. In the context of government and public organization, e-Learning has merits in the convenience of access, the reduction of costs, self-directed learning and so on. The purpose of this study is to find out some insights and lessons from the case analysis of e-Learning introduction strategies in ministry of labor.