• Title/Summary/Keyword: skills gap

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Optimizing Employment and Learning System Using Big Data and Knowledge Management Based on Deduction Graph

  • Vishkaei, Behzad Maleki;Mahdavi, Iraj;Mahdavi-Amiri, Nezam;Askari, Masoud
    • Journal of Information Technology Applications and Management
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    • v.23 no.3
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    • pp.13-23
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    • 2016
  • In recent years, big data has usefully been deployed by organizations with the aim of getting a better prediction for the future. Moreover, knowledge management systems are being used by organizations to identify and create knowledge. Here, the output from analysis of big data and a knowledge management system are used to develop a new model with the goal of minimizing the cost of implementing new recognized processes including staff training, transferring and employment costs. Strategies are proposed from big data analysis and new processes are defined accordingly. The company requires various skills to execute the proposed processes. Organization's current experts and their skills are known through a pre-established knowledge management system. After a gap analysis, managers can make decisions about the expert arrangement, training programs and employment to bridge the gap and accomplish their goals. Finally, deduction graph is used to analyze the model.

Differences in Perception of Information Security Knowledge and Skills Between Academia and Industry (정보보호 전문인력의 소요 지식 및 기술에 대한 산업체와 교육기관의 관점 비교)

  • Yoo, Hye-Won;Kim, Tae-Sung
    • Information Systems Review
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    • v.11 no.2
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    • pp.113-129
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    • 2009
  • With increasing interest in information security, many studies have been conducted on cultivation and management of information security manpower. The widespread application of information security made the activity of information security professionals more diverse. Therefore, it is essential to analyze the knowledge and skills that are necessary for information security professionals to carry out their job and we also need to take these into considerations for the development and operation of education programs. In this study, for analyzing the perception gaps of information security knowledge and skills level between academia and industry, we have derived 58 knowledge and skills by conducting the literature review and Delphi method and we also conducted a survey of information security knowledge and skills requirements for information security professionals who are now working in industries and educational organizations. As a result, we analyze the perception gaps between two groups of information security professionals and suggest some guidelines for establishing the demand-based curriculum for training information security professionals.

An Empirical Study on Education and Training System for Effective Implementation of IT Strategies (정보화전략의 효과적 추진을 위한 교육훈련체계에 관한 실증적 연구)

  • Kim, Sang-Hoon;Jung, Hae-Yong
    • Asia pacific journal of information systems
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    • v.9 no.4
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    • pp.143-161
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    • 1999
  • The objective of this research is to develop education and training systems for IS department and user department personnel, which is essential to effective implementation IT(information technology) strategies in most of organizations. In order to achieve this research objective, first this study theoretically derives six categories of education and training based on comprehensive review of the previous research, and explicates concrete items for each category. And then, with respect to each of these items, we empirically investigate the degree of necessity measured by the gap between the required level of knowledge and skills which staff members should have for effective implementation of IT strategies and the present level of them which they really have. Field survey is employed for the data collection: 270 questionnaires are distributed to the companies in private and public sectors, and 196 questionnaires are collected in useful condition and are analyzed. The findings of this research shows that six dimensions of education and training are empirically derived by factor analysis as following: (1) general knowledge for organizational overview, (2) management knowledge and skills, (3) knowledge and skills of the specific information system which IS department and user department personnel are directly involved in developing and operating, (4) knowledge and skills for strategic use of IT, (5) general knowledge and skills for IT and (6) advanced expert knowledge and skills for specific IT. And the degree of necessity turns out to be statistically significantly different among six dimensions of education and training needed by IS department and user department personnel respectively. Also for each dimension, the degree of necessity is shown to be statistically significantly different between IS department and user department personnel The results of this study can provide the theoretical basis for constructing the IT education and training system for effective implementation of IT strategies, Also they can be used as a practical guideline in developing and promoting specific IT education and training programs in real organizations.

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Production Regimes, Family Policy and Gender Wage Gap (생산레짐과 일가정양립정책이 성별 임금격차에 미치는 영향연구)

  • Kang, Ji Young
    • Korean Journal of Social Welfare Studies
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    • v.48 no.3
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    • pp.145-169
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    • 2017
  • Female plays an important role in new welfare policies as emerging new social risks including care needs resulted from increasing female employment participation and changes in family structures. Whereas the effects of work and life reconciliation policies on female employment are well established, less is known for the role of production regime as an important institution on gender wage gap. This study examines the questions in what way and to what extent production regimes and work and family reconciliation policies influence gender wage gap in advanced capitalism countries using the Luxembourg Income Study (LIS). The coordinated market economies (CMEs), presented as higher firm-specific skills, are associated with lower income rank for female workers than male workers, hence larger degree of gender wage gap. Longer parental leave weeks and higher childcare expenditures are associated with less degree of gender wage gap. This research highlights the importance of production regimes in understanding gender wage gap and potential interaction between production regimes and work and life reconciliation policies on gender wage gap.

Analyzing Factors Influencing COVID-19 Contact-Tracing Application Users' Mobile Location Service Settings: A Perspective of Information-Motivation-Behavioral Skills Model and Implementation Intention

  • Jongki Kim;Jianbo Wang;Wei Zhang
    • Asia pacific journal of information systems
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    • v.34 no.2
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    • pp.541-564
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    • 2024
  • Contact-tracing applications have significantly contributed to mitigating the spread of coronavirus disease 2019 (COVID-19), yet the extensive use of these location-based applications raises serious privacy concerns. Drawing on the Information-Motivation-Behavioral (IMB) skills model, our study investigated factors that influence users' protective behaviors toward location privacy, elucidating the privacy paradox and the mediating role of implementation intention. Through an online survey conducted in China with 311 participants, we found that privacy concerns and privacy awareness positively affected the use of mobile location service settings, with privacy concerns mediating the relationship between privacy awareness and the intention to protect privacy. Furthermore, our study demonstrated the privacy paradox, revealing the pivotal mediating role of implementation intentions in bridging the gap between users' intentions and their actual behaviors. This study offers new perspectives on the privacy paradox, particularly through the lens of implementation intention, and provides valuable insights for motivating greater use of contact-tracing applications. It offers both theoretical and practical guidance for stakeholders to address privacy concerns during global pandemics like COVID-19, thereby encouraging a more widespread and responsible engagement with technology in public health.

Analysis of Education Gap after Covid-19 Using Systems Thinking (시스템 사고를 활용한 Covid-19 이후 교육격차 분석)

  • Kyung-Do, Suh;Jung-il Choi;Pan-Am Choi;Jaerim Jung
    • Journal of Industrial Convergence
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    • v.22 no.5
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    • pp.39-48
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    • 2024
  • Due to COVID-19, much research has been conducted on learning loss and educational gaps due to the postponement of the start of school and prolonged online distance learning, and most of the research has focused on the phenomenon of educational gaps. If a pandemic situation like this occurs in the future, fundamental policies are needed to resolve the educational gap. A fundamental solution requires not only an understanding of the educational gap phenomenon, but also the structure behind the phenomenon. Therefore, from a structuralist perspective, this study sought to model the educational gap caused by COVID-19 as a prototype of systems thinking and identify its structure. In addition, we looked at the unintended consequences resulting from policies aimed at resolving existing educational gaps. In order to respond to similar disaster situations in the future, policies for resolving the digital gap, support for basic academic skills, quality improvement for distance learning, and self-directed learning were discussed based on the structure of this study.

A study on the quality improvement of university education for Hospital administrator based on the NCS (국가직무능력표준을 활용한 병원행정 전문인력 교육과정 개선방안 연구)

  • Park, Nam-Soo
    • Korea Journal of Hospital Management
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    • v.19 no.2
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    • pp.22-33
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    • 2014
  • The purpose of this study was to support for quality improvement of educational curriculum on hospital administrator through the comparison of competence of new employee and need of field experts based on NCS. The participants of this study were implemented the self-report survey about competency and need on job skills of hospital administrator. According to the comparison, it is defined the point that is needed curriculum improvement and the competency gap between hospital and university hospital. This is support to be establish the base for the qualified education and training program for hospital administrators. NCS is useful as standardized tool for identify the gap between need and competency and as suggestion for education improvement of hospital administrator.

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An Analysis for the Skill Mismatching of IT Service Sector by Technology Changes (기술변화에 따른 IT 서비스업의 숙련 미스매칭 분석)

  • Kim, Young-Dal;Jeong, Soon-Ki;Ahn, Jong-Chang
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.2
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    • pp.273-282
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    • 2021
  • This study investigates for skills mismatching of the IT service sector in the flows of fast technology changes. It was conducted through an in-depth interview method for professional groups. There were differences in demand for skilled labor by business organizations and educators as providers of skilled labor. A five-point Likert scale was used. The degree of importance of 3.7 average point and the degree of satisfaction of 3.4 average point were responded for the set items in case of matching. In addition, the degree of importance of 3.79 average point and the satisfaction of 3.12 were responded in case of non-majored education students for IT. The skills desired from business organizations included multi-dimensional competencies and soft-skill items. For the reason of skills mismatching, business organizations presented ineffective specifications or divisions of the industrial manpower structure, and educational institutions selected the mismatching of time. Professional groups forecasted that the mismatching gap would expand in the future. To solve the gap, the participated professionals selected an industry-university institute collaboration course and gave an opinion to seek a method to foster manpower in the long-term perspective.

A Study of Hair and Make up illustration Techniques -focusing on production based on graphical expression techniques- (헤어와 메이크업 일러스트레이션 기법 연구 -사실적 표현기법에 의한 작품제작을 중심으로-)

  • Kuh, Ja-Myung
    • Journal of the Korean Society of Fashion and Beauty
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    • v.1 no.1 s.1
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    • pp.65-78
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    • 2003
  • This research is to provide practical help in learning hair and makeup illustration skills by presenting techniques for hair and makeup drawing; to serve efficient illustration education; and to enhance the status of beauty and contribute to artistic development. Hair style and makeup techniques include graphical one, pattern-centered one, one using pattern paper, simplifying one and mood one expressing image. Of them, this research made the illustrations to use cosmetics, color pencils and pastel based on the graphical technique. for each design of the illustrations, ethnic, sexy, natural, romantic and gorgeous images, which were considered to be appropriate to the graphical technique, were chosen by the researcher out of hair and makeup styles that appeared in the fashion magazines including Vogue, Gap, Mode et Mode from 2000 through 2001. In particular, they were chosen with focusing on basic styles. The summaries below were found with the experience of making illustrations. Various techniques and skills are required to express the ideas of hair and makeup styles. Of them, the graphical technique is very useful as the primary step to learn various techniques and improve drawing skills. First, the graphical technique may enable not only expressing what is desired to draw as is, but also accurately representing hair and makeup designs so as to convey objective expression. In this regard, it is a proper way to achieve its inherent purpose as conveyance of messages. Second, more accurate styling of hair and makeup is available through graphical expression, which helps understand related practical techniques. In addition, makeup illustration, which is expressed through direct makeup products and instruments, may serve skill improvement since such direct use provides the feeling of real makeup. Third, the graphical technique as a basic drawing skill may unrestrictedly show the artist's expression ability. Fourth, although artistic merits implying individuality and creativity should be shared through illustrations that express the artist's ideas or emotions, the graphical technique is the easiest method to beginners who just started learning of illustration, in that it enables expression without highly advanced skills.

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Analysis on Effects of AI Thinking Skills Coding Program on Software Development Tendency to Primary Students in Rural Areas (AI 사고력 코딩 프로그램이 농어촌 초등학생의 SW성향에 미치는 영향 분석)

  • Lee, Jaeho;Lee, Seonghoon;Jeong, Hongwon
    • Journal of Creative Information Culture
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    • v.7 no.1
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    • pp.1-9
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    • 2021
  • Subjects for the study are educationally alienated class living in poor educational environment. Those students often live outside the reach of software education which is one of key capabilities of Fourth Industrial Revolution. The gap between student in rural and urban areas is becoming more distinct and schoolchildren in rural areas are further limited to access software development education under COVID-19 where face-to-face classes are more rarely conducted. To overcome the issue, AI based thinking skills coding educational program was developed and tested on children in 6 primary schools in south and north of Gyunggi-do, South Korea. Questionnaire were conducted before and after classes to research on students'awareness on AI thinking skills coding. At the end of the study, subjects showed statistically significant increase in confidence, interest, and attitude, and showed positive overall feedback on software development tendency after the program is conducted.