• Title/Summary/Keyword: technical skills

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Exploring the Job Competencies of Data Scientists Using Online Job Posting (온라인 채용정보를 이용한 데이터 과학자 요구 역량 탐색)

  • Jin, Xiangdan;Baek, Seung Ik
    • The Journal of Society for e-Business Studies
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    • v.27 no.2
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    • pp.1-20
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    • 2022
  • As the global business environment is rapidly changing due to the 4th industrial revolution, new jobs that did not exist before are emerging. Among them, the job that companies are most interested in is 'Data Scientist'. As information and communication technologies take up most of our lives, data on not only online activities but also offline activities are stored in computers every hour to generate big data. Companies put a lot of effort into discovering new opportunities from such big data. The new job that emerged along with the efforts of these companies is data scientist. The demand for data scientist, a promising job that leads the big data era, is constantly increasing, but its supply is not still enough. Although data analysis technologies and tools that anyone can easily use are introduced, companies still have great difficulty in finding proper experts. One of the main reasons that makes the data scientist's shortage problem serious is the lack of understanding of the data scientist's job. Therefore, in this study, we explore the job competencies of a data scientist by qualitatively analyzing the actual job posting information of the company. This study finds that data scientists need not only the technical and system skills required of software engineers and system analysts in the past, but also business-related and interpersonal skills required of business consultants and project managers. The results of this study are expected to provide basic guidelines to people who are interested in the data scientist profession and to companies that want to hire data scientists.

Reliability of Standardized Patients as Raters in Objective Structured Clinical Examination (객관 구조화 절차 기술 평가에서 채점자로서의 표준화환자의 신뢰도)

  • Son, Hee-Jeong;Moon, Joong-Bum;Lee, Hyang-Ah;Roh, Hye-Rin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.1
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    • pp.318-326
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    • 2011
  • The purpose of this study is to investigate whether standardized patient(SP) can be used as a reliable examiner in Objective Structured Clinical Examination(OSCE). 4 SPs and 4 faculties who have more than 2 years experience of OSCE scoring were selected. For 1 assignment 2 members of faculty and 2 SPs were designated as raters. SPs were educated for assessing 2 technical skills, male Foley catheter insertion and wound dressing, for 8 hours (4 hours / day, each topic). The definition, method, cautions and complications for each of procedural skills were covered in the education. Theoretical lectures, video learning, faculty demonstration and practical training on mannequins were employed. The 8 raters were standardized for an hour with simulated OSCE scoring using previous videos on the day before the OSCE. Each assessment was composed of 14 checklists and 1 global rate. The allotted time for each assignment was 5minutes and for evaluation time 2 minutes per student. The evaluation from the faculty and SPs were compared and analyzed with the GENOVA program. The overall generalizability coefficient (G coefficient) was 0.839 from two cases of OASTS. The reliability of the raters was high, 0.946. The inter-rater agreement between faculty group and SP group was 0.949 for checklist and 0.908 for global rating. Therefore SPs can play a role of raters in OSCE for procedural skills, if they are given the appropriate training.

School-to-Work Transition in the United States (미국의 학교-노동 이행에 관한 연구)

  • 은기수;김병관
    • Korea journal of population studies
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    • v.25 no.2
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    • pp.231-270
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    • 2002
  • US government and leaders in education have deeply paid an attention to the transition from school to work as we live in an era of globalization and fierce competion between countries. Industrial leaders, on the one hand, stress that schools should be reformed to adapt to changing technical environment. On the other hand, general educators still maintain that school education should strive to educate people to be a good citizen. However, fierce competition between countries under the remarkable development of computer and information technique has led the US government to create new programs of the transition from school to work. However, parents as well as students are still suspicious that diplom of high school with stress in skills is enough to keep a stable job, guarantee a satisfactory salary, and mai lain a social status. Accordingly they are more likely to use the school-to-work program as a supplement to the transition to college than to participate in the program to get a good job after high school. Each state in the US prepares its own program of the school-to-work transition with financial supports from the federal government. But the prospect of the programs in each state is not optimistic as financial supports from the federal government have decreased. The school-to-work transition program is strongly needed not only for those half who do not go to college but also for the US government that requires workers with a high level of skills. Nonetheless, the program is not firmly established in the US yet.

A Study on the Techniques of Semi-permanent Makeup (반영구화장의 테크닉디자인 표현기법연구)

  • Lim-Hyang Lee
    • Journal of Advanced Technology Convergence
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    • v.3 no.1
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    • pp.51-58
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    • 2024
  • The reality of this study is that, in accordance with the development trend of human body art, art makeup and semi-permanent makeup are emerging as promising industries in the beauty industry among beauticians, and awareness of professional skill improvement is gradually increasing over time. Accordingly, interest in semi-permanent makeup has increased not only among beauticians who specialize in beauty industry or learn semi-permanent makeup, but also at beauty academies where they learn many beauty techniques, and this trending technology has been promoted at international beauty competitions by holding skill competitions for beauty technicians who specialize in semi-permanent techniques. As a venue for exchanging information about education, it is expected that synergistic effects such as dissemination of the education system can be expected. Korea's rapid industrial development has brought about great changes in the supply and demand of professional and detailed skilled manpower and in the formation of manpower in terms of technical level according to industrial development, and the skills and professional skills of beauty beauticians have improved due to the excellence of the professional education qualifications of beauticians and high skill evaluations. This had a significant impact on self-development and led to a re-recognition of the importance of efforts to achieve skilled skills.

Commercialization Success Factors of Transfer Technology from Public R & D and Enhancing Performance (공공R&D 이전기술의 사업화 성공요인 분석 및 성과제고 방안)

  • Park, Ji-One;Youn, Su-Jin;Park, Beom-Soo
    • Journal of Korea Technology Innovation Society
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    • v.18 no.1
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    • pp.28-48
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    • 2015
  • This study is public R & D institutions report to verify what the impact factors on the course of progress of industrialization based on technology companies who previously received prior to the developed technology, what policies and plans for the next requirements based on this by offering the implications for business rate was to contribute to the improvement of the public research institution technology transfer. In this study, the influence factors on technology commercialization derived through the analysis of existing and previous studies, the characteristics of the previously received corporate environmental characteristics and previous technologies through a survey of the company received a technology transfer from public research institutions commercialization decisions and contributions, including sales and commercialization of the results were analyzed by logistic regression analysis demonstrated how to have relevance. Analysis, and linkage with high production company has an existing case of IT technology transfer, commercialization of higher technical success rate was higher compatibility. On the other hand, were observed and expected success rate were higher when a rather commercialized technologies independently be earlier than if participating in joint research in the development of the technology, unlike previously, completeness of the prior art did not significantly affect. This study has the following policy implications. Public research institutions have developed technologies are commercialized to figure out what the requirements of the technical aspects of consumer technologies in order to create economic wealth. And for technology commercialization for enough technical competencies to absorb the technology, and that the technology and considering the link between business and technology commercialization success to be applied. This study has some limitations. First, the sample size was not sufficient. In relation to the presence and participation of corporate success and commercialization of the R & D process, with many previous studies are needed more in-depth analysis by leading research in the sense that different results are obtained. Also did not reflect the will or the corporate culture, management and organizational skills and belongs to the external environment and internal corporate enterprises industry characteristics affecting the success of corporate management of the business. And lacked sufficient consideration of the various technical characteristics present in the form of joint research and industry. Finally, there is a limit of generalizations about other industries.

Analysis of the ODA impact that Donor's Exports - Focus on Korean Technology Cooperation ODA (ODA가 공여국의 수출에 미치는 영향 분석 - 한국의 기술협력 ODA를 중심으로)

  • Byun, Sejun;Choi, Jaeyoung
    • Journal of Technology Innovation
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    • v.27 no.2
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    • pp.99-122
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    • 2019
  • ODA (Official Development Assistance) aims for practicing international humanitarianism in developing countries. However, ODA donors also seek to find convincing evidence meeting the national economic & political interests in the international community. In this regards, precise & unbiased estimation of the policy effects of ODA aid on the donors' exports to the recipient countries has recently become one of the primary concerns of the ODA donors, especially developing countries including Korea of which economy structure heavily relies on exports for economic growth. Based on the basic gravity model, this study empirically analyzes the effects of technical cooperation ODA delivering skills, knowledge and technical know-how on Korea's exports to the ODA recipient countries using 10-year panel data from 2007 to 2016. Specifically, by incorporating major variables affecting trade such as GDP, distance, FDI etc, the effect of technical cooperation ODA on Korea's exports to the ODA recipient countries is estimated with various kinds of panel models. As a result, technical cooperation ODA has a statistically significant impact on Korea's exports to ODA recipient countries, especially in the exports of intermediate goods. And the detail process of this black-boxed mechanism is scrutinized through case studies on Uzbekistan, The Philippines, and Morocco.

A Study on the Elliptical Gear Design for Oval flowmeter (오발 유량계에 사용되는 타원형 기어 설계에 관한 연구)

  • Park, Jin Joo;Lee, Eung Seok
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.37 no.8
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    • pp.1029-1033
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    • 2013
  • Elliptical gear is used as a rotor of oval flowmeter. The elliptical gear can assist water flow-rate measurement by the space of the elliptical shape. Presently, elliptical gears have been processed using hob tool imported from Japan. But if it were not for the technical cooperation with Japan company, the Elliptical gears can't be processed. The purpose of this study is developing a domestic technology for elliptical gears and overcoming the dependence of foreign technical skills. It will bring the import substitution effect. In case of pressure angle $20^{\circ}$, the elliptical gears have an interference of tooth. The increase of pressure angle makes the root of a tooth thick and the top of tooth thin. By results of this study, tooth of elliptical gear was designed and verified through the 2D and 3D simulation.

A Study on the Effect of Technology Collaboration on Innovation Performance of SMEs: From the Views of Resource-based Theory (중소기업의 기술협력이 혁신성과에 미치는 영향에 관한 연구: 자원기반이론 관점에서)

  • Bong, Kang Ho;Park, Jaemin;Kim, Jae Young
    • Journal of Technology Innovation
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    • v.26 no.3
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    • pp.98-128
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    • 2018
  • This study aimed to investigate the performance on technology collaboration of small and medium enterprises in Korea from the views of resource-based theory. Considering that supplementing the technical resources is stressed in a motivation of technology collaboration from the corresponding theoretical perspective, a group of corporations to be analyzed was classified into three categories such as high, medium and low technologies depending on the technology level. Moreover, technology collaboration partners were also classified into large corporation, small and medium enterprises, university and institution based on that both tangible and intangible assets that belong to a corporation semi-permanently, and the revolutionary performance was analyzed by each relationship of collaboration between parties. The study results revealed that an influence on the performance of technology collaboration varies by technology level of the small and medium enterprises in Korea and their collaboration partners. In particular, the small and medium enterprises of high-tech industry in Korea were confirmed to accomplish relatively less benefits obtaining through technology collaboration compared to the corporations with low technical skills.

Product development for Digital Video Recorder Design Analysis (영상저장장치(DVR)디자인 개발을 위한 제품 분석)

  • Choi, Jong-Woon
    • The Journal of the Korea Contents Association
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    • v.12 no.12
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    • pp.135-145
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    • 2012
  • This study is a research development case study on the free-standing Network based camera video recording DVR. The DVR devices till now have recorded data by converting and compressing analogue video to digital, but in the future, digital videos will be recorded directly through the network camera. Also, digital compressing methods are progressing from MPEG-4, MJPEG, to H.264 method, with products considering high definition compression efficiency, minimized data size, network compatibility, and fast pending time. According to this, in 2012, it is predicted that network camera and video devices throughout the world will outrun the current analogue devices. With this transition of technological environment and fast product pending speed, a new, quality focused design is required for product development including technical realization, reliability, high-definition, compression technology, will be essential. Manufacturers are researching a new direction for the product appearance. This study considers the actual end-users as the design target and through consumer survey on preferences, design needs and required elements necessary in the design development process are extracted. Furthermore, usability and preferred images were explored through literature study and market research. Through this research process, appropriate forms for the network based DVR were analyzed, and applied into the design development process. This product will take into consideration its competitiveness and the significance of USP(Unique Selling Proposition) which is the design supremacy and professional technical skills.

An Implementation of the Career Management System Based on the Android Platform (안드로이드 플랫폼 기반의 경력관리시스템 구축)

  • Lee, Won-Joo;Joo, Chi-Woon
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.9
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    • pp.145-153
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    • 2011
  • In this paper, we propose a CMS(Career Management System) based on the Android Platform, which is able to manage the result of MBTI, an aptitude test and English skills such as TOEIC, conversation, writing, etc. and to deal with the performance of the on-the-job practice, internship, project participation, graduation exhibition, contest exhibition, etc. during the period of attendance at school, This system is divided into the server module and the client one. First, the server module is used to build up the web site of the CMS that can serve to save the data related to each student's career. Second, the client module is to develop the application based on the Android Platform. This application can easily access the career-related information and always function as maintaining and managing the new data. If we make good use of the CMS proposed in this study, the relevant departments and bureaus in colleges and universities can activate the service capacity and also enhance the employment competitiveness by adding value to the students.