• Journal of the Korea Institute of Information Security & Cryptology
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• v.12 no.3
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• pp.119-128
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• 2002

In case certification between user and service provider is achieved, problem that user's identity is revealed is occurring by social issue, so it was presented identity escrow scheme to solve these problem. In identity escrow scheme, the issuer who have correct user's identity transmits securely anonymity authentication information to user, and user achieves authentication phase with service provider keeping oneself anonymity using this. In this paper, we present requirement for security and trusty of identity escrow scheme and propose new mechanism that can security this. Also, propose method that service provider can deliver securely contents to user and propose mechanism that improve that support ky recovery at encryption communication that using secret key that it was generated by key agreement between users.

• The Journal of the Korea Contents Association
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• v.10 no.12
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• pp.137-145
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• 2010

Humans are social existences who connect with others and live together. Communication between human has evolved into diverse formats and contents beyond time and space. Social Network Service builds social relationship based on web and its users increase rapidly in a global environment due to the user-friendly web circumstances, easy access and wide-spread supply of the smart phones. One of the aspect that is taking the center of Social Network Service is a Social Game. Social Games are based on web that has simple rules to play in fictional time and space background. This research is to analyze the relationship between social game, Social Network and user behavior through the Social Games Farm Villand Cafe World.This paper, firstly, is going to observe the characteristics of people who participate in the two social games 'Farm Ville' and 'Cafe World'. It, then, attempts to analyze individual and social human desires depicted in the games. In the social games, personal perception is revealed through an image of "possession", while one's social activity is displayed by an image of "consumption."

• Journal of Convergence for Information Technology
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• v.9 no.5
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• pp.1-6
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• 2019

As the mobile market expands, a variety of platforms are available to provide multimodal media content. Multimodal media content contains heterogeneous data, accordingly, user requires much time and effort to select preferred content. Therefore, in this paper we propose multimodal media content classification using keyword weighting for recommendation. The proposed method extracts keyword that best represent contents through keyword weighting in text data of multimodal media contents. Based on the extracted data, genre class with subclass are generated and classify appropriate multimodal media contents. In addition, the user's preference evaluation is performed for personalized recommendation, and multimodal content is recommended based on the result of the user's content preference analysis. The performance evaluation verifies that it is superiority of recommendation results through the accuracy and satisfaction. The recommendation accuracy is 74.62% and the satisfaction rate is 69.1%, because it is recommended considering the user's favorite the keyword as well as the genre.

• Journal of Intelligence and Information Systems
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• v.17 no.2
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• pp.39-60
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• 2011

Since the introduction of web 2.0 technology, social network service has been recognized as the foundation of an important future information technology. The advent of web 2.0 has led to the change of content creators. In the existing web, content creators are service providers, whereas they have changed into service users in the recent web. Users share experiences with other users improving contents quality, thereby it has increased the importance of social network. As a result, diverse forms of social network service have been emerged from relations and experiences of users. Social network is a network to construct and express social relations among people who share interests and activities. Today's social network service has not merely confined itself to showing user interactions, but it has also developed into a level in which content generation and evaluation are interacting with each other. As the volume of contents generated from social network service and the number of connections between users have drastically increased, the social network extraction method becomes more complicated. Consequently the following problems for the social network extraction arise. First problem lies in insufficiency of representational power of object in the social network. Second problem is incapability of expressional power in the diverse connections among users. Third problem is the difficulty of creating dynamic change in the social network due to change in user interests. And lastly, lack of method capable of integrating and processing data efficiently in the heterogeneous distributed computing environment. The first and last problems can be solved by using FOAF, a tool for describing ontology-based user profiles for construction of social network. However, solving second and third problems require a novel technology to reflect dynamic change of user interests and relations. In this paper, we propose a novel method to overcome the above problems of existing social network extraction method by applying FOAF (a tool for describing user profiles) and RSS (a literary web work publishing mechanism) to OLAP system in order to dynamically innovate and manage FOAF. We employed data interoperability which is an important characteristic of FOAF in this paper. Next we used RSS to reflect such changes as time flow and user interests. RSS, a tool for literary web work, provides standard vocabulary for distribution at web sites and contents in the form of RDF/XML. In this paper, we collect personal information and relations of users by utilizing FOAF. We also collect user contents by utilizing RSS. Finally, collected data is inserted into the database by star schema. The system we proposed in this paper generates OLAP cube using data in the database. 'Dynamic FOAF Management Algorithm' processes generated OLAP cube. Dynamic FOAF Management Algorithm consists of two functions: one is find_id_interest() and the other is find_relation (). Find_id_interest() is used to extract user interests during the input period, and find-relation() extracts users matching user interests. Finally, the proposed system reconstructs FOAF by reflecting extracted relationships and interests of users. For the justification of the suggested idea, we showed the implemented result together with its analysis. We used C# language and MS-SQL database, and input FOAF and RSS as data collected from livejournal.com. The implemented result shows that foaf : interest of users has reached an average of 19 percent increase for four weeks. In proportion to the increased foaf : interest change, the number of foaf : knows of users has grown an average of 9 percent for four weeks. As we use FOAF and RSS as basic data which have a wide support in web 2.0 and social network service, we have a definite advantage in utilizing user data distributed in the diverse web sites and services regardless of language and types of computer. By using suggested method in this paper, we can provide better services coping with the rapid change of user interests with the automatic application of FOAF.

• The Journal of the Korea Contents Association
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• v.8 no.1
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• pp.203-211
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• 2008

Due to the advent of presumer and digital production of moving picture, a lot of UCC has been generated by editing the previous moving pictures in various way. It causes a lot of problems on copyright, duplication, and content. In reorganizing the contents, it is necessary to increase productivity and reusability by managing production pipeline systematically through the standardization of moving picture content. For this purpose, we try to develop the moving picture content management system that can manage all kinds of information on the production pipeline, based on SCORM of e-learning by considering production, publication and re-editing. Using the meta-data of content object, user and producer can easily search and reuse the contents. Hence, they can choose the contents object according to their preference and reproduce their own creative UCC by reorganizing and packaging the selected objects. The management of copyright by the unit of scene would solve the problem of copyright. The sequencing technique of SCORM as an interactive storytelling method makes it possible to produce individual contents by user's preference.

• Information and Communications Magazine
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• v.33 no.4
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• pp.56-63
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• 2016

개인 방송에 대한 관심이 폭증하고 있음에도 불구하고, 이에 대한 학술적 연구를 찾아보기는 어렵다. 본고는 대표적인 개인 방송 플랫폼인 아프리카 TV와 유튜브의 콘텐츠-시청자 매칭 기술과 대용량 데이터의 효율적 전송 기술을 중심으로 알아 본다. 개인 방송 플랫폼은 UGC(User Generated Contents)의 생산과 소비의 접점을 제공하는 중요한 역할을 담당한다. 개인 방송의 가장 큰 문제는 부적합한 콘텐츠의 무분별한 노출과 확산이다. 개인 방송 콘텐츠 생산자와 콘텐츠에 대한 정제 기술이 요구된다.

• The Journal of Information Systems
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• v.27 no.1
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• pp.89-110
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• 2018

Purpose There is much information in customer reviews, but finding key information in many texts is not easy. Business decision makers need a model to solve this problem. In this study we propose a multi-topic sentiment analysis approach using Latent Dirichlet Allocation (LDA) for user-generated contents (UGC). Design/methodology/approach In this paper, we collected a total of 104,039 hotel reviews in seven of the world's top tourist destinations from TripAdvisor (www.tripadvisor.com) and extracted 30 topics related to the hotel from all customer reviews using the LDA model. Six major dimensions (value, cleanliness, rooms, service, location, and sleep quality) were selected from the 30 extracted topics. To analyze data, we employed R language. Findings This study contributes to propose a lexicon-based sentiment analysis approach for the keywords-embedded sentences related to the six dimensions within a review. The performance of the proposed model was evaluated by comparing the sentiment analysis results of each topic with the real attribute ratings provided by the platform. The results show its outperformance, with a high ratio of accuracy and recall. Through our proposed model, it is expected to analyze the customers' sentiments over different topics for those reviews with an absence of the detailed attribute ratings.

• The Journal of the Korea Contents Association
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• v.20 no.9
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• pp.158-168
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• 2020

This paper analyzed the process of text generation of the fan-made works in Korean idol. The subjects of the study adopted the fan-made works of 'BTS' and 'EXO'. This is applied the concepts of 'Apparatus-Operator' and 'Technical form' in Vilém Flusser. Idol contents build a database of fan-made works and create the storyworld through separation and integration of fan's interpretations. By decontextualizing and recontextualizing the idol contents, fans reinforce and extend the original texts.

• 한국경영정보학회:학술대회논문집
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• 2007.06a
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• pp.103-108
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• 2007

인터넷 사용자들의 증가와 여러 기기들의 발달에 따라 인터넷 사용자들은 새로운 형태의 커뮤니케이션을 스스로 발전시킬 수 있었고, 이러한 흐름이 최근 UCC의 폭발적인 증가로 이어졌다. 하지만 최근까지 사용자들이 왜 자신이 스스로 노력을 들여서 UCC를 공유하는 지에 대한 명확한 설명은 부재한 상황이다. UCC공유동기는 기존에 지속적으로 연구되어 왔던 가상커뮤니티나 온라인구전활동의 참여동기를 상당부분 가지고 있으나 이들로 설명할 수 없는 새로운 참여동기를 포함하고 있는 것으로 보여진다. 본 연구에서는 이러한 UCC 공유 동기를 파악하기 위해 UCC 공유 경험이 있는 사람들을 대상으로 설문을 수행하였고, 요인분석을 통해 UCC공유동기가 '자가 창조의 즐거움', '커뮤니티에 대한 책임감', '자아표현 욕구', '타인과의 교제', '보상'의 동기로 요인화될 수 있음을 밝혀냈다. 그리고 이들 동기가 UCC 공유 의도에 어떤 영향을 주는지를 알아보았다. UCC공유의도를 양적인 측면과 질적인 측면으로 나누어, 앞에서 요인화 된 5가지 UCC동기가 각각에 어떤 영향을 주는지를 확인하였다. 본 연구의 결과를 통해 UCC를 공유하는 사용자들을 좀 더 이해할 수 있을 것이고, UCC를 비즈니스모델로 하는 온라인기업들에게 UCC참여 및 양질의 서비스를 제공할 수 있는 가이드를 제시할 수 있을 것이다.

• Proceedings of the Korea Inteligent Information System Society Conference
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• 2007.05a
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• pp.171-178
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• 2007

인터넷 인구 증가와 정보자원 고도화에 따라 인터넷 사용자들은 새로운 형태의 커뮤니케이션을 스스로 발전시켜왔고 이러한 흐름이 최근 UCC의 폭발적인 증가로 이어졌다. 하지만 아직까지 사용자들이 UCC를 공유하는 동기에 대한 명확한 설명은 부재한 상황이다. UCC는 기존에 지속적으로 연구되어 왔던 온라인 커뮤니케이션 형태인 가상공동체나 온라인 구전의 참여 동기를 상당부분 계승하고 있으나 최근의 인터넷 문화와 기술 수준 변화에 부합하는 새로운 참여동기를 포함하고 있는 것으로 보여진다. 본 연구에서는 이러한 UCC 제작 동기를 파악하기 위해 UCC 제작 경험이 있는 300명의 샘플을 대상으로 설문을 수행했고, 이를 통해 UCC 제작 동기가 Self-Creation Motive, Community Commitment Motive, Self-Expression Motive, Community-Relatedness Motive, Reward Motive로 요인화될 수 있음을 밝혀냈다. 본 연구의 결과를 통해 UCC를 비즈니스 모델로 하는 온라인 기업들은 보유 고객의 UCC 공유 동기 성향을 파악할 수 있고, 이를 통해 고품질의 UCC를 확보하기 위한 차별화된 전략을 제시할 수 있게 될 것이다.