• Title/Summary/Keyword: Data Capability

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A Study on the Mediating Effect of Empathetic Capabilities in the Relationship Between Attachment to Parents and Behavior Problem (북한이탈청소년의 부모애착과 문제행동의 관계에서 공감능력의 매개효과 연구)

  • Chae, Kyung-hee
    • The Journal of the Korea Contents Association
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    • v.20 no.12
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    • pp.623-634
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    • 2020
  • The purpose of this study is to examine the structural relationship between parental attachment, behavior problem, and empathetic capabilities. For this study, the researcher chose the study participants among the North-Korean defector high school students who are currently attending high schools. The survey was conducted over the period from April 4 to June 10, 2020. A total of 257 questionnaires were used for this study. The data of this study were analyzed using SPSS 23.0 and AMOS 23.0. The findings of this study were as follows; First, the parental attachment of the juvenile North Korean defectors had a negative impact on delinquency. Second, the parental attachment of the juvenile North Korean defectors had a positive impact on empathetic capabilities. Third, the empathetic capabilities of juvenile North Korean defectors had a negative impact on delinquency. Fourth, in the relationship between parental attachment and delinquency, the empathetic capability was shown to have a significant mediating effect. This study showed that, in the perspective of social welfare or psycho-therapy, it is necessary to develop various programs to enhance the empathetic capabilities of juvenile North Korean defectors while helping them form a healthy attachment to their parents in order to reduce their delinquency.

Prototype Design and Development of Online Recruitment System Based on Social Media and Video Interview Analysis (소셜미디어 및 면접 영상 분석 기반 온라인 채용지원시스템 프로토타입 설계 및 구현)

  • Cho, Jinhyung;Kang, Hwansoo;Yoo, Woochang;Park, Kyutae
    • Journal of Digital Convergence
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    • v.19 no.3
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    • pp.203-209
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    • 2021
  • In this study, a prototype design model was proposed for developing an online recruitment system through multi-dimensional data crawling and social media analysis, and validates text information and video interview in job application process. This study includes a comparative analysis process through text mining to verify the authenticity of job application paperwork and to effectively hire and allocate workers based on the potential job capability. Based on the prototype system, we conducted performance tests and analyzed the result for key performance indicators such as text mining accuracy and interview STT(speech to text) function recognition rate. If commercialized based on design specifications and prototype development results derived from this study, it may be expected to be utilized as the intelligent online recruitment system technology required in the public and private recruitment markets in the future.

An Experimental Study on the Applicability of UAV for the Analysis of Factors Influencing Rural Environment - Focusing on Photovoltaic Facilities and Vacant House in Galsan-Myeon, Hongseong-gun - (농촌 공간 환경영향요인 분석을 위한 무인항공기 적용 가능성에 관한 실험적 연구 - 홍성군 갈산면의 태양광 발전시설과 빈집을 중심으로 -)

  • An, Phil-Gyun;Eom, Seong-Jun;Kim, Su-Yeon;Kim, Young-Gyun
    • Journal of the Korean Institute of Rural Architecture
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    • v.24 no.1
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    • pp.9-17
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    • 2022
  • Rural spaces are increasingly valuable as areas for introducing renewable energy infrastructure to achieve carbon neutrality. Rural areas are the living grounds of rural residents, and the balance of conservation and development for rural areas is important for the introduction of reasonable facilities. In order to maintain a balance between development and preservation and to introduce reasonable renewable energy facilities, it is necessary to develop a current status survey and an effective survey method to utilize a space capable of introducing renewable energy facilities such as idle land and vacant houses. Therefore, this study was conducted to verify the readability using an unmanned aerial vehicle, and the main results are as follows. The detection of photovoltaic power generation facilities using unmanned aerial vehicles was effective in analyzing the location and area of photovoltaic panels located on the roofs of buildings, and it was possible to calculate the expected power generation by region through the area calculation of photovoltaic panels. The vacant house detection can be used to select an investigation target for an vacant house condition survey as it can identify damage to buildings that are expected to be empty houses, management status, and electricity supply facilities through aerial photos. It is judged that the unmanned aerial vehicle detection capability can be utilized as a method to improve the efficiency of investigation and supplement the data related to solar power generation facilities and vacant houses provided by public institutions. Although this study detected the status of solar power generation facilities and vacant houses through high-resolution aerial image analysis, as a follow-up study, automatic measurement methods using the temperature difference of solar power generation facilities and general characteristics of vacant houses that can be read from the air were investigated. If the deriving research is carried out, it is judged that it will be possible to contribute to the improvement of the accuracy of the detection result using the unmanned aerial vehicle and the expansion of the application range.

A Study on the Activation Plan for Professional Sport League through Exploration of Inducing Factors of Match Fixing (승부조작 유발요인 탐색을 통한 프로스포츠 활성화 방안)

  • Bang, Shin-Woong;Park, In-Sil;Kim, Wook-Ki
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.3
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    • pp.153-170
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    • 2021
  • This study was attempted to derive strategic implications for activating professional sports by conducting in-depth interviews with professional sports officials such as players, teams, federations, agencies, etc., by searching for factors that cause match fixing and deriving preventive strategies based on them. Eight people with more than 3 years of experience working in professional sports were selected using the snowball sampling technique. Data were collected and analyzed by applying a semi-structured in-depth interview method for them. As a result of the analysis, five core categories (the learning effect from the cartel for entering university, the culture learned in a camp training, the manifestation of the latent learning effect, the negative effect of the human network, the personal disposition) were derived as factors causing match-fixing. As for the strategy to prevent match fixing, first, improving the college entrance examination system oriented on individual capability, second, improving the education system for student athlete, third, establishing a prevention system, fourth, continuing education, fifth, and activating the agent system as the core categories. Implications for the derived research results and future research directions were discussed.

Designing a Molecular Diagnostic Laboratory for Testing Highly Pathogenic Viruses (고병원성 바이러스 검사를 위한 분자진단검사실 구축)

  • Jung, Tae Won;Jung, Jaeyoung;Kim, Sunghyun;Kim, Young-Kwon
    • Korean Journal of Clinical Laboratory Science
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    • v.53 no.2
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    • pp.143-150
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    • 2021
  • The recent spread of novel and highly variant pathogenic viruses, including the coronavirus (SARS-CoV-2), has increased the demand for diagnostic testing for rapid confirmation. This has resulted in investigating the functional capability of each space, and preparing facility guidelines to secure the safety of medical technologists. During viral evaluations, there is a requirement of negative pressure facilities along with thread separation, during pre-treatment of samples and before nucleic acid amplification. Space composition therefore needs to be planned by considering unidirectional air flow. This classification of safety management facilities is designated as biosafety level 2, and personal protective equipment is placed accordingly. In case of handling dangerous materials, they need to be carried out of the biosafety cabinet, and sterilizers are required for suitable disposal of infectious agents. A common feature of domestic laboratories is maintenance of the sample pre-treatment space at a negative pressure of -2.5 Pa or less, and arranging separate pre-treatment and reagent preparation spaces during the test process. We believe that the data generated in this study is meaningful, and offers an efficient direction and detailed flow for separation of the inspection process and space functions. Moreover, this study introduces construction of the laboratory by applying the safety management standards.

The Effect of the Parental Support for the Practice Competence of the Adolescent on Career Decision Self-Efficacy (그릿의 조절효과에 따른 청소년활동역량에 대한 부모의 진로지지가 진로결정 자기효능감에 미치는 영향)

  • Oh, Eun-Heui;Jung, Chul-Sang
    • The Journal of the Korea Contents Association
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    • v.21 no.11
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    • pp.733-747
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    • 2021
  • In this study, the researcher analyzed the mediating effect of the parental career support the moderating effect of grit in the structural path of the youth activity competence, career decision self-efficacy, and parental career support in the influence of the active capability of the adolescents in career decision self-efficacy. Data analysis was conducted through a questionnaire survey on a total of 515 people. First, youth activity competency was found to have a positive effect on parental career support. Second, parental career support was found to have a positive effect on career decision self-efficacy. Third, youth activity competency was found to have a positive effect on career decision self-efficacy. Fourth, parental career support was found to have a significant mediating effect in the influence of the youth activity competence in career decision self-efficacy. Fifth, as a result of multi-group analysis on the youth grit low/high group, it was verified that a significant influence relationship was established for the grit low/high group in all pathways.

Introduction to Soil-grondwater monitoring technology for CPS (Cyber Physical System) and DT (Digital Twin) connection (CPS 및 DT 연계를 위한 토양-지하수 관측기술 소개)

  • Byung-Woo Kim;Doo-Houng Choi
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.14-14
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    • 2023
  • 산업발전에 따른 인구증가, 기후위기에 따른 가뭄 및 물 부족심화, 그리고 수질오염 등은 2015년 제79차 UN총회의 물 안보측면에서 국제사회의 물 분야 위기관리를 위해 2030년을 지속가능한 발전 목표(Sustainable Development Goals)로 하였다. 또한, 현재 물 산업은 빠르게 성장하고 있으며, 2016년 세계경제포럼(World Economic Forum) 의장 클라우스 슈밥(Klaus Schwab)부터 주창된 제4차 산업혁명로 인해 현재 물 산업의 패러다임 또한 급속히 변화하고 있다. 이는 컴퓨터를 기반으로 하는 CPS(Cyber Physical System) 및 DT(Digital Twin) 연계 분석방식의 혁신을 일컫는다. 2002년경에 DT의 기본개념이 제시되었고, 2006년경에는 Embedded System에서의 DT와 같은 개념으로 CPS의 용어가 등장했다. DT는 현실세계에 존재하는 사물, 시스템, 환경 등을 S/W시스템의 가상공간에 동일하게 모사(Virtualization) 및 모의(Simulation)할 수 있도록 하고, 모의결과를 가상시스템으로 현실세계를 최적화 체계 구현 기술을 말한다. DT의 6가지 기능은 ① 실제 데이터(Live Data), ② 모사, ③ 분석정보(Analytics), ④ 모의, ⑤ 예측(Predictions), ⑥ 자동화(Automation) 이다. 또한, CPS는 대규모 센서 및 액추에이터(Actuator)를 가지는 물리적 요소와 이를 실시간으로 제어하는 컴퓨팅 요소가 결합된 복합시스템을 말한다. CPS는 물리세계에서 발생하는 변화를 감지할 수 있는 다양한 센서를 통해 환경인지 기능을 수행한다. 센서로부터 수집된 정보와 물리세계를 재현 및 투영하는 고도화된 시스템 모델들을 기반으로 사이버 물리공간을 인지·분석·예측할 수 있다. CPS의 6가지 구성요소는 ① 상호 운용성(Interoperability), ② 가상화(Virtualization), ③ 분산화(Decentralization), ④ 실시간(Real-time Capability), ⑤ 서비스 오리엔테이션(Service Orientation), ⑥ 모듈화(Modularity)이다. DT와 CPS는 본질적으로 같은 목적, 내용, 그리고 결과를 만들어내고자 하는 같은 종류의 기술이라고 할 수 있다. CPS 및 DT는 물리세계에서 발생하는 변화를 감지할 수 있으며, 토양-지하수 센서를 포함한 관측기술을 통해 환경인지 기능을 수행한다. 지하수 관측기술로부터 수집된 정보와 물리세계를 재현 및 투영하는 고도화된 시스템 모델들을 기반으로 사이버 물리공간 및 디지털 트윈 공간을 인지·분석·예측할 수 있다. CPS 및 DT의 기본 요소들을 실현시키는 것은 양질의 데이터를 모니터링할 수 있는 정확하고 정밀한 1차원 연직 프로파일링 관측기술이며, 이를 토대로 한 수자원 관련 빅데이터의 증가, 빅데이터의 저장과 분석을 가능하게 하는 플랫폼의 개발이다. 본 연구는 CPS 및 DT 기반 토양수분-지하수 관측기술을 이용한 지표수-지하수 연계, 지하수 순환 및 관리, 정수 운영 및 진단프로그램 개발을 위한 토양수분-지하수 관측장치를 지하수 플랫폼 동시성과 디지털 트윈 시뮬레이터 시스템 개발 방향으로 제시하고자 한다.

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The Impact of Intellectual Properties on Foreign Direct Investment (지적재산권이 해외직접투자에 미치는 영향)

  • Kim, Seok-Chin;Yim, Jeong-Dae;Kang, Sang-Il
    • Korea Trade Review
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    • v.42 no.1
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    • pp.165-188
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    • 2017
  • Foreign direct investment is the means for companies to enter the overseas market and strengthen their competitiveness. The holding of intellectual properties, representing advantages of firms, may affect foreign direct investment. By expanding previous studies, we define intellectual properties as including trademarks and design as well as patents. Using a random-effect panel data model, we examine the effects of both intellectual properties of Korea and host countries on Korea's foreign direct investment in 128 countries from 1981 to 2014. The results are as follow. First, the coefficients of Korea's intellectual properties, patent, trademark, and design are significantly positive. This implies that Korean firms may invest abroad to take their advantages of technologies, brand value, and the capability of product differentiation. Second, except for patents, intellectual properties of host countries have a positive impact on foreign direct investment. In other words, foreign direct investment to acquire the ability of branding or product design from host countries may occur. Third, the coefficients of Korea's intellectual properties are significantly greater than those of host countries' properties. Foreign direct investment to take advantages of the firms' capabilities overseas is greater than one to acquire knowledge of host countries. Finally, Korea's intellectual properties have a greater positive impact on foreign direct investment in high growth countries than in low growth countries. It is interpreted that Korean firms are more motivated to exploit their intellectual properties in developing countries with a high growth than developed countries. Overall, it is confirmed that Korea's foreign direct investment not only to utilize some advantages but also to seek the brand value or product differentiation ability from host countries can occur. Our findings provide the contribution that some innovative activities in firms and R&D investments policies which encourage the possession of intellectual properties can improve foreign direct investment.

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An Empirical Study of effect how COO Factors impact on COO Performance in accordance with Origin Images (원산지 이미지에 따라 원산지 요인들이 원산지제도 성과에 미치는 영향에 관한 연구)

  • Kim, Chang-Bong;Hyun, Hwa-Jung
    • Korea Trade Review
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    • v.41 no.4
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    • pp.131-155
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    • 2016
  • Recently, the global trade environment has been composed of transactions in trade through integration of the global supply chain network. As FTAs are being signed between countries, the country of origin (COO) system on products has become an important issue. Companies are procuring raw materials through global sourcing and supplying to the retail markets. This research deducted major factors regarding the verification and utilization of the COO system through research on domestic and international literatures, and verified the mediating effects on the verification and utilization elements of the country image and the brand image of COO on the performance of the COO system through empirical study. For the purpose of this research, we conducted a survey implementing the COO system and analyzed the 152 data collected. The results of this research is as follows: First, the external verification level of the COO system has an impact on the performance of the COO system, and a mediating effect on the country image and the brand image of the COO. Second, the management capability of the COO has an impact on the performance of the COO system, and a mediating effect on the brand image of the COO. A research comparing and analyzing the difference in establishment of the verification system of the COO depending on the size of a corporation is necessary.

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Quality Evaluation of Automatically Generated Metadata Using ChatGPT: Focusing on Dublin Core for Korean Monographs (ChatGPT가 자동 생성한 더블린 코어 메타데이터의 품질 평가: 국내 도서를 대상으로)

  • SeonWook Kim;HyeKyung Lee;Yong-Gu Lee
    • Journal of the Korean Society for information Management
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    • v.40 no.2
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    • pp.183-209
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    • 2023
  • The purpose of this study is to evaluate the Dublin Core metadata generated by ChatGPT using book covers, title pages, and colophons from a collection of books. To achieve this, we collected book covers, title pages, and colophons from 90 books and inputted them into ChatGPT to generate Dublin Core metadata. The performance was evaluated in terms of completeness and accuracy. The overall results showed a satisfactory level of completeness at 0.87 and accuracy at 0.71. Among the individual elements, Title, Creator, Publisher, Date, Identifier, Rights, and Language exhibited higher performance. Subject and Description elements showed relatively lower performance in terms of completeness and accuracy, but it confirmed the generation capability known as the inherent strength of ChatGPT. On the other hand, books in the sections of social sciences and technology of DDC showed slightly lower accuracy in the Contributor element. This was attributed to ChatGPT's attribution extraction errors, omissions in the original bibliographic description contents for metadata, and the language composition of the training data used by ChatGPT.