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Analysis of AI Model Hub

  • Yo-Seob Lee
    • International Journal of Advanced Culture Technology
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    • v.11 no.4
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    • pp.442-448
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    • 2023
  • Artificial Intelligence (AI) technology has recently grown explosively and is being used in a variety of application fields. Accordingly, the number of AI models is rapidly increasing. AI models are adapted and developed to fit a variety of data types, tasks, and environments, and the variety and volume of models continues to grow. The need to share models and collaborate within the AI community is becoming increasingly important. Collaboration is essential for AI models to be shared and improved publicly and used in a variety of applications. Therefore, with the advancement of AI, the introduction of Model Hub has become more important, improving the sharing, reuse, and collaboration of AI models and increasing the utilization of AI technology. In this paper, we collect data on the model hub and analyze the characteristics of the model hub and the AI models provided. The results of this research can be of great help in developing various multimodal AI models in the future, utilizing AI models in various fields, and building services by fusing various AI models.

The improvement measures for youth activity policies in the intelligent information society: focusing on programs, equipment and facility operation and leaders (지능정보사회에서의 청소년 활동정책 개선방안: 프로그램, 설비·시설, 지도자를 중심으로)

  • Lee, Kyeong-Sang;Lee, Chang-Ho;Kim, Min
    • Informatization Policy
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    • v.26 no.4
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    • pp.62-84
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    • 2019
  • The purpose of this study is to present improvement measures for youth activity policies that can change the youth activity programs, equipment and facility operation and leaders in order to cultivate youth capacities suitable for the intelligent information society. For this purpose, we conducted a literature study on the direction of youth activity policy changes with the forecasted social changes in the intelligence information society and an online survey and expert opinion surveys to identify how youth activity facilities are currently coping with the changes and to explore measures to improve youth activity policies. The research identified 17 policy tasks - 9 tasks for the program area, including 1) increase of intelligent information technology related programs, 2) increase of contents related to career resilience in career experience and training programs, and 3) systematic introduction and diffusion of STEAM and Maker education programs; 5 tasks for the equipment and facility operation area, including 1) strengthening cooperation network with external organizations related to the intelligent information technologies, 2) expansion of AR and VR technology application in activity program development, improvement and operation, and 3) big data building in the field of youth activities; and 3 tasks for the leaders area, including 1) extension of information provision on the intelligent information society to the leaders of the activity facilities, and 2) development of job models related to the intelligent information society and job training.

A Case Study on Quick Response (QR) Codes and Satisfaction in the Management of Public Records (공공기관 기록물관리에서의 QR코드 도입사례와 이용만족도 연구)

  • Hong, Deok-Yong
    • Journal of Korean Society of Archives and Records Management
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    • v.18 no.3
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    • pp.145-163
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    • 2018
  • The act was designed to identify the introductory cases of the use of quick response (QR) codes in records management by public institutions and propose measures to enhance users' satisfaction with their work. This study looked at the definition of the QR codes and the user services that can be provided by the records depository and reviewed the introduction cases using the codes. The reason QR codes are used by records depositors is that public institutions currently have a single-person system that specializes in records management. With the number of employees and the number of records becoming more extensive, explaining the contents of all tasks accurately as well as other professional contents to employees who lack understanding of the records management life cycle is becoming more difficult. The introductory cases were divided into information on how to register nonelectronic records, information on location and history of important records and administrative museum, and education on standard records management. The research was conducted by dividing the research team's "Records Management Guide" (QR code status) into experimental groups and control groups for officials of the Busan Metropolitan Government. There were significant differences in the level of satisfaction with records management guidance depending on whether or not QR codes were used. When the first and second surveys were compared in December 2017 and March 2018, the results of the first survey averaged 2.94, but the second survey showed high results at 3.75 and was statistically significant. This can be said to be more satisfactory by introducing QR codes than guidance provided by existing type. Although this research examines introductory cases of records management by public institutions using QR codes and user satisfaction, future tasks are to be applied to Records Management System and document production systems so that completion can be improved.

The meaning and challenges of the introduction of the Customized Care Services for Older Adults (노인맞춤돌봄서비스의 도입 의미와 과제)

  • Chon, Yongho
    • 한국노년학
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    • v.40 no.4
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    • pp.599-616
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    • 2020
  • The South Korean government has introduced a new Customized Care Service for Older Adults by eliminating the six existing care services for them since 2020. It is a significant change of care service system for older adults and the service would play a key role in providing preventive services for them. The aim of the study is to examine the meaning and tasks of the introduction of the Customized Care Services for Older Adults in South Korea by using the framework of Gilbert and Terrell. The study found that the new service was designed under the government's policy contexts of the establishments of public-based social service providers and the emphasis of community care, and it has brought about a number of significant institutional changes of care system in terms of allocation, benefits, delivery, and finance. The institutional coverage of the service was increased to lower 70% of older adults and a large number of kinds of health and social care services would be provided for them. The sphere of living was set in each local area and the new service providers are entirely in charge of providing the services in each sphere. The financing system was changed to support service providers by providing government subsidies. Although a number of positive results would be expected to occur for the elderly, it is likely that some challenging tasks would happen in the fields as follows: the inadequate coverage, the vagueness of the application of self-care principle and the decrease in the amounts of direct care services, the inappropriate area of service provision, and the supplier-oriented provision of services rather than user-oriented.

A Case Study on Smart Work through the Lens of Time-Geography Theory (시간지리학 관점에서 본 스마트워크 사례 연구)

  • Kim, Yong-Young
    • Information Systems Review
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    • v.13 no.3
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    • pp.99-121
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    • 2011
  • With the advancement of mobile information technology, the era of smart work emerges as a means for enabling us to overcome temporal and spatial constraints. Thanks to smart mobile devices with seamless access, organizations can assign tasks to employees and provide services to the appropriate customers in mobile environments. In addition, smart work facilitates the improvement of coordination and collaboration among individuals and groups performing organizational tasks. The dramatic performance improvement is manifest by utilization of smart work in organizations. Therefore, the interest in the introduction of smart work is growing. With the lens of time-geography, this study investigates what makes smart work successful. This research, especially, concentrates on the processes for overcoming the temporal and spatial constraints in the field. A case study of the Seoul Metropolitan Rapid Transit Talk and Flash (SMRT T&F) is developed and analyzed through the framework of time-geography and the implementation processes and success factors of SMRT T&F are investigated.

Development of a Human Error Hazard Identification Method for Introducing Smart Mobiles to Nuclear Power Plants

  • Lee, Yong-Hee;Yun, Jong-Hun;Lee, Yong-Hee
    • Journal of the Ergonomics Society of Korea
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    • v.31 no.1
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    • pp.261-269
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    • 2012
  • Objective: The aim of this study is to develop an analysis method to extract plausible types of errors when using a smart mobile in nuclear power plants. Background: Smart mobiles such as a smart-phone and a tablet computer(smart-pad) are to be introduced to the various industries. Nuclear power plant like APR1400 already adopted many up-to-date digital devices within its main control room. With this trend, various types of smart mobiles will be inevitably introduced to the nuclear field in the near future. However nuclear power plants(NPPs) should be managed considering a big risk as a result of the trend not only economically but also socially compared to the other industrial systems. It is formally required to make sure to reasonably prevent the all hazards due to the introduction of new technologies and devices before the application to the specific tasks in nuclear power plants. Method: We define interaction segments(IS) as a main architect of interaction description, and enumerate all plausible error segments(ES) for a part of design evaluation of digital devices. Results: We identify various types of interaction errors which are coped with reasonably by interaction design using smart mobiles. Conclusion: According to the application result of the proposed method, we conclude that the proposed method can be utilized to specify the requirements to the human error hazards in digital devices, and to conduct a human factors review during the design of digital devices. Application: The proposed method can be applied to predict the human errors of the tasks related to the digital devices; therefore we can ensure the safety to apply the digital devices to be introduced to NPPs.

Policy on Sophistication of Industrial Structure through Interior and Exterior Circumstantial Change Analysis of the Textile & Fashion Industry in Gyeonggi Province -Focused on Current Foundational Causes by Collapsing Specialization System with Vendors- (경기도 섬유패션 산업의 대내·외 환경변화 분석을 통한 산업구조 고도화 정책방안 - 벤더와의 분업화체계 와해에 따른 근원적 현안의 해결 중심으로 -)

  • Ju, Yoon Chang;Jin, Jeong
    • Fashion & Textile Research Journal
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    • v.19 no.2
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    • pp.109-120
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    • 2017
  • In the textile industry located in Gyeonggi-do, 85% of small-sized firms have less than 10 employees; in addition, the most of them are characterized by a vendor relying specialization system that conducts foundry from the vendor that managed marketing, textile design development, and quality checks according to unit stream. The breakaway of these vendors accelerated over the last 7 years; however, industry survival is at stake because the specialization system and orders have collapsed. The following four main policies must be implemented to overcome industry hardship. Policies have been derived from survey and analysis (present condition and trends) from industrial statistics and related policies in advanced and developing countries. First, a policy to promote cooperation between small-sized foundry unit-streams. Second, unification of the marketing support function with a textile design and development support system. Third, the introduction of policy support-management system customized according to developmental stages (tall process${\rightarrow}$fabric production${\rightarrow}$sales${\rightarrow}$clothing production sales). Fourth, foundation of a control tower that puts these tasks in a vehicle and runs them and the division of roles with the central government. We must propel main tasks to manifest the developmental potential (develop eco-friend dyeing and processing technologies, change to the young next CEO in business environment, and grow the of knit market) of the Gyeonggi Textile Industry in a short period to present a condition where these four main policies are running.

A Study on the Improvement of Working Methods for cadastral survey Using UAV (UAV를 활용한 지적측량 업무방식 개선에 관한 연구)

  • Ko, Jung-Hyun
    • Journal of Cadastre & Land InformatiX
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    • v.49 no.2
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    • pp.169-185
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    • 2019
  • While images and aerial photographs using conventional satellites have the advantage of providing data in a vast area, there is a difficult aspect: the limitations of filming and processing data in a particular region at a desired time and the repetitive filming of a short cycle. With the development of many new technologies to overcome these shortcomings, methods of building cadastral information are changing rapidly. In particular, unmanned aerial vehicles that deploy cadastral information quickly and accurately using UAV have increased interest in technology that obtains cadastral information. Therefore, the purpose of this study was to suggest the application of cadastral measurement tasks in areas subject to cadastral measurement using UAV. To this end, the Commission decided to compare and analyze the accuracy of high-resolution images produced by observation area and apply them to existing cadastral work using verified images and cadastral data. In this study, we will analyze the applicability of UAVs to their cadastral survey by analyzing the current status of legislation related to cadastral survey and the technical characteristics of UAVs and propose technological, legal and institutional improvement measures for introduction based on them.

A Case Study for the Reorganization of the Standard of Government Function Classification (BRM): Focusing on the 'Cultural Heritage' Policy Area (정부기능분류체계(BRM)의 재정비를 위한 사례연구 - '문화재' 정책영역을 중심으로 -)

  • Nam, Seo-jin;Yim, Jin-hee
    • Journal of Korean Society of Archives and Records Management
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    • v.17 no.2
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    • pp.129-163
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    • 2017
  • This study investigated the administrative history, from the introduction of the "Standard of Government Function Classification" (BRM) to its development and application. Through the results of the survey, the causes of the problems observed in the current government's functional classification system were revealed. The current survey examined the functional classification scheme of the central government and local governments on the "cultural heritage" policy area (9 major functions, 59 middle functions, 297 small functions, and 1,287 unit tasks). It confirmed the problem of the separation of functions between central and local governments as well as other problems. Among the problems, this study proposed an improvement model through four representative cases such as the "designation of cultural heritage." In order to reorganize the "Standard of Government Function Classification," it is necessary to design a business function with the reproduction of tasks, establish a system for management and operation in order to maintain the consistency of the business function, educate users, and suggest continuous improvement.

An Analysis of Storytelling in Elementary Mathematics Textbooks - focusing on Grade Three (초등학교 수학교과서 스토리텔링 분석 - 3학년을 중심으로)

  • Shin, Joonsik
    • Education of Primary School Mathematics
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    • v.18 no.2
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    • pp.141-154
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    • 2015
  • This study analyzed storytelling in mathematics textbooks for third graders, which had been developed according to the 2009 revised mathematics curriculum. Storytelling are supposed to be composed of elements such as message, conflicts, characters, and plot, all of which should be consistent with and focused on unit contents. Especially, conflicts in storytelling should be so obvious that children can take an initiative in learning tasks to solve the problems required by the tasks. The analysis of storytelling in the introduction part in teacher's guides for the third-grade textbooks indicates the following: 1) messages are unclear; 2) conflicts are frequently absent (if any, they are unclear); 3) incidents attributable to textbook characters are insufficient; and 4) plots often lack plausibility. In order to achieve the purposes for which storytelling in mathematics textbooks is intended, storytelling should be reconstructed and improved, taking the roles that each component should serve into consideration.