• The KIPS Transactions:PartD
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• v.15D no.3
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• pp.421-428
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• 2008

Collaborative filtering is a popular technique used for the recommendation system, but its performance, especially the accuracy of recommendation, depends on how to define the reference group. This paper proposes a new contents recommendation scheme based on collaborative filtering technique whose reference groups are created by consumer's affection and consumption type in order to improve the accuracy of recommendation. In this paper, joy, sadness, anger, happiness, and relax are considered as the consumer's affection. And, low-utility / low-pleasure, low-utility / high-pleasure, high-utility / low-pleasure, and high-utility / high-pleasure are considered as the consumer's shopping types. Experimental results show that the proposed scheme improves the accuracy of recommendation compared to the recommendation scheme considering neither consumer's affection nor consumption type.

• Journal of Digital Convergence
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• v.14 no.3
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• pp.35-43
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• 2016

Internal and external environment changes surrounding our society are pressing our government to solve a lot of difficult problems. These problems are more likely to be solved by a number of ministries and agencies, rather than a single ministry or agency. Thus collaboration is a necessary strategy to increase government's problem-solving skills. This study examines determinants of successful collaboration by analysing cases of local governments that solved uneasy problems covering many ministries after persistent efforts which have been controversial issues in our society. First, theoretical approach for collaboration and its matrix is examined. Second, interviews of government officers are analyzed to study collaboration cases. Finally, Strategic points of view are discussed to promote collaboration within government sectors. The results show that common goal sharing, incentives and supporting systems play important roles in inducing collaboration.

• Journal of The Korean Association For Science Education
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• v.43 no.2
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• pp.151-166
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• 2023

This study identified the perceptions of science and technology researchers about interdisciplinary collaboration and the difficulties experienced in the collaboration process and the types of strategies they set up to overcome them. For this study, a questionnaire was developed with five-point Likert-scale questions that confirm attitudes toward interdisciplinary collaboration and qualitative questions that describe difficulties and strategies to overcome difficulties experienced in the collaboration experience. A total of 79 domestic science and technology researchers responded to the survey, and the collected data were analyzed quantitatively and qualitatively. As a result of the study, it was confirmed that the recognition of the efficacy of collaboration had an important influence on the intention of collaboration, but the level of the recognition of the efficacy of collaboration was relatively low. In addition, there were four types of difficulties in the interdisciplinary collaboration process, and seven types of strategies were identified to overcome these. Based on these findings, it was suggested that convergence education should reflect the pluralistic nature of modern science and the features of various collaborations that occur within it.

• Proceedings of the Korea Inteligent Information System Society Conference
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• 2005.11a
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• pp.163-170
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• 2005

컴퓨팅 환경이 점점 분산되고 협업의 필요성이 점점 증대되고 시스템간에 상호작용(interaction)이 동적이고 복잡해지면서 기존의 협업 시스템 패러다임을 벗어난 커뮤니티 컴퓨팅을 구성하는 요소를 정의하고 커뮤니티 모델의 에이전트들의 상호작용 유형을 프로토콜의 형식으로 모델링 하는 방법과 지정된 프로토콜들을 실행하기 위한 방법으로소 에이전트 플랜(plan)을 이용하는 방안을 제안한다. 커뮤니티를 구성하는 요소들은 역할(role), 정책(policy), 구성원(member), 프로토콜(protocol)등이며 각각의 요소는 BDI 구조를 가지는 에이전트와 플랜, 목적(goal), 사실(fact)등의 결합으로 표현이 가능하다. 에이전트들은 프로토콜에 나타나는 유형을 서술한 플랜을 통해서 상호작용을 하게 된다. 본 논문에서는 이러한 프로토콜을 실행 가능한 플랜으로 변환하기 위한 4가지 유형을 파악하여 각각의 유형을 플랜으로 변환하는 방법을 제안한다. 제안된 방법은 시뮬레이션을 통하여 완전성과 유효성을 보인다.

• Proceedings of the Korean Society of Computer Information Conference
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• 2015.07a
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• pp.169-172
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• 2015

웹툰의 양은 방대하여 사용자가 원하는 웹툰을 찾는데 어려움이 있기 때문에 체계적인 추천 시스템이 필요하다. 하지만 기존의 추천 시스템은 조회수가 많은 인기 웹툰을 추천하는 방식과 사용자와 비슷한 연령대, 성별의 사용자들이 조회한 콘텐츠를 추천해주는 인구 통계학적 추천(demographic filtering)방식, 그리고 비슷한 사용자를 분석하여 추천해주는 협업적 추천(collaborative filtering)방식에 국한되어 있어, 개인의 성향을 반영하여 추천하고 있다고 보기 어렵다. 따라서 사용자 개인의 성향을 분석하는 방식에 대한 시도가 필요하다. 본 연구에서는 이러한 한계를 극복하기 위해서 개인의 성향을 분석하는 지표로 MBTI(Myers-Briggs Type Indicator) 유형을 이용하고, 같은 MBTI 유형의 사용자간의 협업적 필터링 추천 방식을 제안하였다. 또, 협업적 필터링 방식에서 발생하는 콜드 스타트 문제와 초기 평가자 문제를 해결하는 방안을 제시하였다.

• Proceedings of the Korean Society of Disaster Information Conference
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• 2017.11a
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• pp.213-214
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• 2017

지방자치단체는 국가에서 지정한 재난 유형에 대하여 해당 지자체에 위험성이 높은 재난 유형을 선정하여 현장조치 행동 매뉴얼을 작성하고 운영하고 있다. 2016년 행정안전부는 이러한 매뉴얼 작성 표준안을 제시하였으며, 지자체에서 작성된 매뉴얼은 이 표준안을 준수하고 있다. 본 표준안은 기존에 정의된 13개 협업기능에 재난 대응 프로세스에 대한 세부 조치 사항(SOP)을 코드화하여 매뉴얼의 규격화를 제공하는 구조적 체계를 제공하고 있다. 그러나 내용적 관점에서 재난 유형에 따른 단계 체계의 명확성, 조치사항 추가에 대한 방향성, 그리고 동일 조치 사항에 대하여 재난 유형에 따른 내용적 차이 등에 대한 기술이 부족하여 이에 대한 개선이 필요하다.

• Journal of Digital Convergence
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• v.12 no.10
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• pp.235-242
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• 2014

Although the requirement of enterprise security implementation has been raised, a few research on security collaboration, which is one of the methods for enterprise security has been performed. This paper approached information security from the collaboration-centric perspective and propose critical success factors for security collaboration. In this study, a model of security collaboration, which includes coordination and cooperation activities was devised. Based on the previous research on organizational collaboration literature, the eight success factors for collaboration were deduced and examined the significance of the eight factors using the PLS-SEM statistical method with data of 106 samples who are security and IT professionals who have worked for more than 7 years. The result of the hypothesis test supported that trust, expertise motivation, collaboration performance criteria, top manager support and collaboration tools are the prominent factors of security collaboration.

• Journal of Digital Convergence
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• v.18 no.10
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• pp.453-458
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• 2020

Recently, it is difficult to communicate face-to-face during work due to corona. To solve this problem, various platform-type communication tools are being created. For this study, we surveyed office workers in the 2040 field to find out what tools they are using the most and what are the most difficult problems with their collaboration. According to the analysis, practitioners use familiar tools that they used frequently for their work, and during the collaboration, poor communication is the most difficult. In this study, we would like to identify the tools and uses that are currently being used by domestic designers and developers in collaboration, and suggest directions for solving problems.

• Journal of Korean Library and Information Science Society
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• v.48 no.1
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• pp.191-206
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• 2017

The purpose of this study is to compare the characteristics of research collaborations in the field of LIS. While there are several studies under the unit of analysis of country, there are only a few studies under the unit of analysis of institution in LIS field. For this analysis, we selected eight journals in the KCI (Korea Citation Index) web site, which correspond to the field of LIS through subject classification. The collaborative indices, Collaborative Coefficient, Co-Authorship Index, Local Collaborative Index (LCI), Domestic Collaborative Index (DCI) allowed us to comparatively analyze institutional collaboration patterns in LIS field. In the case of Chung-Ang University, Yonsei University, and Ewha Womans University, collaborative research among professors, graduate students, and professors reflected the fact that collaborations among universities are often performed with professors. In the case of KISTI, which showed a very high index value, the characteristics of project-based research are reflected in the research collaboration pattern.

• Journal of Korean Library and Information Science Society
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• v.55 no.1
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• pp.173-192
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• 2024

Through a survey of college students, this study explained the process and aspects of how Generation Z interacted with information while collaborating on a daily basis. Applying the Radical Change Theory, the study investigated the platforms through which university students engaged in challenges and their information behaviors. University students primarily participated in challenges using platforms such as Instagram and Naver Blog. In terms of changes in information seeking, which is the first type of information seeking in the theory, a wide and diverse range of information behaviors were observed, with the way of searching for information being quite different from when the digital age arrived 10 years ago. Information sources included not only digitalized ones but also traditional sources such as printed materials and personal contacts. The utilization of various media types was prominent, and collaborative efforts were voluntarily undertaken for challenges. In terms of changing perspectives, type 2 of information behavior, the main motivation for acquiring information and securing knowledge led to participation in the challenge. Participants exhibited a sense of community consciousness, including mutual influence awareness, social participation consciousness, and emotional connection.