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A Study on Consensus Algorithm based on Blockchain (블록체인 기반 합의 알고리즘 연구)

  • Yoo, Soonduck
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.19 no.3
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    • pp.25-32
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    • 2019
  • The core of the block chain technology is solving the problem of agreement on double payment, and the PoW, PoS and DPoS algorithms used for this have been studied. PoW in-process proofs are consensus systems that require feasible efforts to prevent minor or malicious use of computing capabilities, such as sending spam e-mail or initiating denial of service (DoS) attacks. The proof of the PoS is made to solve the Nothing at stake problem as well as the energy waste of the proof of work (PoW) algorithm, and the decision of the sum of each node is decided according to the amount of money, not the calculation ability. DPoS is that a small number of authorized users maintain a trade consensus through a distributed network, whereas DPS provides consent authority to a small number of representatives, whereas PoS has consent authority to all users. If PoS is direct democracy, DPoS is indirect democracy. This study aims to contribute to the continuous development of the related field through the study of the algorithm of the block chain agreement.

Text Mining-based Fake News Detection Using News And Social Media Data (뉴스와 소셜 데이터를 활용한 텍스트 기반 가짜 뉴스 탐지 방법론)

  • Hyun, Yoonjin;Kim, Namgyu
    • The Journal of Society for e-Business Studies
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    • v.23 no.4
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    • pp.19-39
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    • 2018
  • Recently, fake news has attracted worldwide attentions regardless of the fields. The Hyundai Research Institute estimated that the amount of fake news damage reached about 30.9 trillion won per year. The government is making efforts to develop artificial intelligence source technology to detect fake news such as holding "artificial intelligence R&D challenge" competition on the title of "searching for fake news." Fact checking services are also being provided in various private sector fields. Nevertheless, in academic fields, there are also many attempts have been conducted in detecting the fake news. Typically, there are different attempts in detecting fake news such as expert-based, collective intelligence-based, artificial intelligence-based, and semantic-based. However, the more accurate the fake news manipulation is, the more difficult it is to identify the authenticity of the news by analyzing the news itself. Furthermore, the accuracy of most fake news detection models tends to be overestimated. Therefore, in this study, we first propose a method to secure the fairness of false news detection model accuracy. Secondly, we propose a method to identify the authenticity of the news using the social data broadly generated by the reaction to the news as well as the contents of the news.

A Study on the Suggestion of the Oral Record Management System Through the Analysis of Data Element of the Oral Records (구술 기록의 데이터 요소 분석에 의한 구술기록관리시스템 제안사항에 관한 연구)

  • Park, Hye-jun;Kim, Ik-han
    • The Korean Journal of Archival Studies
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    • no.59
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    • pp.79-127
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    • 2019
  • As research of oral history improved, not only public institutions but also private sectors actively collected and managed too. Despite these demands, however, there was not enough systematic analysis of systems targeted at oral archives. In this study, which started from this problem equation, the characteristics of oral archives and systems were analyzed and the institution that manages and serves current oral archives was selected to derive problems. It also analyzed the information required by the Presidential Archives, which collects oral archives but plans to build a system design. I will present suggestions for the establishment of a systematic oral archives management system focusing on problems and improvement measures that arise in the process.

Identification of Strategic Fields for Developing Smart City in Busan Using Text Mining (텍스트 마이닝을 이용한 스마트 도시계획 수립을 위한 전략분야 도출연구: 부산 사례를 바탕으로)

  • Chae, Yoonsik;Lee, Sanghoon
    • Journal of Digital Convergence
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    • v.16 no.11
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    • pp.1-15
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    • 2018
  • The purpose of this study is to analyze bibliographic information of Busan and other cities' reports for urban development initiative and identify the strategic fields for future smart city plan. Text mining method is used in this study to extract keywords and identify the characteristics and patterns of information in urban development reports. As a result, in earlier stage, Busan city focused on service creation for industrial development but there are lack of discussions on the linkage of information systems with ICT technology. However, recent urban planning in Busan contained various contents related to integrated connections of infrastructure, ICT system, and operation management of city in the specific fields of traffic, tourism, welfare, port/logistics, culture/MICE. This results of study is expected to provide policy implications for planning the future urban initiatives of smart city development.

Study on Long-Term Care Insurance on Consumption & Expenses among Beneficiary Households (노인장기요양보험제도가 제도 이용자 가구의 소비·지출에 관한 연구)

  • Lee, Hyunjoo;Kim, Ji-hyun
    • Journal of the Korea Convergence Society
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    • v.10 no.9
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    • pp.343-349
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    • 2019
  • This study used data from the 3rd and 11th year of the Korean Welfare Panel to evaluate the effects of the Long-Term Care Insurance(LTCI) system on the consumption and expenditure of LTCI users' households. The study consisted of program group using LTCI and control group not using. Chi-square and t-test were used for the characteristic differences among the groups, and the difference of consumption expenditure was identified by multiple regression analysis. As a result, LTCI had a statistically significant effect on the health care costs of LTCI users' households, resulting in an increase in health care costs(${\beta}=3.06$). However, there was no statistically significant effect on the total cost of living, basic cost, education cost, and recreation/entertainment cost. Therefore, in order to show the effect of LTC system, we should try to reduce of self-pay and improve the contents and quality of the service of the LTC system.

A Narrative Inquiry on the Retired Elderly Person's Library Use Experience (은퇴노인의 도서관 이용 경험에 관한 내러티브 탐구)

  • Lee, Hosin
    • Journal of the Korean Society for information Management
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    • v.36 no.1
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    • pp.215-246
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    • 2019
  • The purpose of this study is to comprehend the retired elderly person's experience of library using the narrative inquiry method proposed by Clandinin and Cornelly. I intended to grasp the details of the several changes that library use brings to the lives. It was also to examine the meanings of the experiences for their lives. For this purpose, three elderly retirees using public libraries in Seoul were selected as research participants. I interviewed their experiences and constructed field text from interview. Based on the field text, the story of the participants was reconstructed into research text which is form of novels, essays, and letters. Their experience in using libraries was interpreted as a source of regular life, fun and vitality, a treasure house for dreaming new life, a source of consolation to endure old age. And I found some common points within their narrative that they seek for a healthy life through reading books. The results of this study are expected to be useful for expanding the understanding of the public library's elderly users and to be used as basic data for service improvement.

A Study on a Method to Improve Archives Management in School Historical Manuscripts : Focused on the School Historical Manuscripts Project of J Office of Education (학교역사관 기록물 관리현황 및 개선방안 연구 J교육청 학교역사관 조성사업을 중심으로)

  • Jang, Hyo-Jeong;Kim, Soojung
    • The Korean Journal of Archival Studies
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    • no.53
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    • pp.161-200
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    • 2017
  • This study aims to examine the current status of school archives and suggest improvements. To do that, in-depth interviews were conducted with seven principals of schools in J city, which participated in the School Archives Project initiated by 'J' Office of Education, and a record manager in charge of the project. The interviews consist of four parts: 1) perceptions about the overall project, 2) acquisition of historical manuscripts of the schools, 3) arrangement and preservation of the historical manuscripts, and 4) services in the school archives. The results found that the principals had difficulties in managing the archives by themselves and requested continual financial and human resource support from the J Office of Education. This study suggests the future direction of the School Archives Project as well as recommendations for improving the current status of manuscript management in the schools.

Privacy-preserving Customized Order Service Protocol based on Smart Contract in Smart Factory (프라이버시를 제공하는 스마트 컨트랙트 기반의 스마트 팩토리 주문제작 프로토콜)

  • Lee, YongJoo;Woo, Sung-Hee;Lee, Sang-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.2
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    • pp.215-222
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    • 2019
  • Advances in technologies about 3D (three-dimensional) printing and smart factory related issues will have the effect of reducing the cost of building a smart factory and making various types of service available. Manufacturers and service providers of small assets work with outside experts to provide small amounts of customized ordering services. If customers have to disclose their private information to subscribe to a new service, they may be reluctant to use it and the availability of developed technology may cause slow progress. We propose a new protocol for customized order service for smart factory. The proposed approach is designed to meet requirements of security and based on smart contract in IoT convergence network. We analyzed the requirements of the proposed approach which provided anonymity, privacy, fairness, and non-repudiation. We compared it with closely related studies to show originality and differences.

Analysis on Functional Requirements and Degree of Importance of Online Archival Exhibitions (온라인 기록전시의 기능요건과 상대적 중요도 분석)

  • Im, Su-Hyeon;Seo, Eun-Gyoung
    • Journal of Korean Society of Archives and Records Management
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    • v.21 no.3
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    • pp.119-138
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    • 2021
  • This study aims to provide the basic functional requirements and degree of importance of online archival exhibitions, which have played an essential role in the records information service lately. It first derived the properties of online archival exhibitions and their functional attributes through literature analysis. Next, it analyzed the degree of importance of functional requirements using the analytic hierarchy process (AHP) method. As a result, 3 properties and 13 functional requirements of online archival exhibitions were proposed. It was found that the archivists managing the online archival exhibitions considered the most important property to be "Information Transmission," the second the "Effectiveness of Exhibition," and the third the "Informative Function." As for the most critical functional requirements, these are "Aesthetics," "Interaction," "Usability," "Educational Experience Provision," and "Promotion and Exhibition Activation," while the least are "Theme Originality" and "Content Inclusiveness."

A Development of a Curriculum of Robotics Process Automation Education for Digital Transformation (디지털 전환을 위한 대학교 로보틱스 프로세스 자동화 교육과정 개발)

  • Park, Jongjin
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.1
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    • pp.545-550
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    • 2021
  • In this paper, a university curriculum of Automation Robotics Process(RPA) among several goals for digital transformation of companies was developed. In the process of the development of ICT technology and the 4th industrial revolution, the existing analog information has changed through the stages of digitization, digitalization, and digital transformation. Recently, digital transformation has been cited as an essential survival strategy following a disruptive revolution that changes the paradigm of existing industrial systems and business. It is defined as a continuous process by which a company adapts to or promotes disruptive changes in customers and markets by using digital capabilities to create new business models, products and services. To this end, process automation in companies or organizations is an important factor. Accordingly, the need for a curriculum of robotics processes automation in universities has been raised according to these changes, and the related education contents, which have been centered on companies, have been redesigned to introduce the curriculum for universities. Education contents are composed to help students to attain certificates of essential or advanced of AA.