• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2013년도 추계학술발표대회
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• pp.698-701
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• 2013

Mobile social networking applications are getting increasingly popular among today's mobile applications. Mobile users find their old or new friends anywhere or anytime through mobile social network (MSN) services. MSN uses matchmaking mechanisms to discover mutual interests among different people. To discover friends in MSN, a user must share his/her private information which can be a risk for his/her personal privacy as this information can be learned by a malicious or semi honest user. In this paper we give a brief survey on MSN that includes MSN categories, components, architecture and applications. In the rest of the paper we discuss the matchmaking protocols. Finally we give some suggestions to improve the previous protocols.

• Journal of information and communication convergence engineering
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• 제21권1호
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• pp.9-16
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• 2023

The natural language on social network platforms has a certain front-to-back dependency in structure, and the direct conversion of Chinese text into a vector makes the dimensionality very high, thereby resulting in the low accuracy of existing text classification methods. To this end, this study establishes a deep learning model that combines a big data ultra-deep convolutional neural network (UDCNN) and long short-term memory network (LSTM). The deep structure of UDCNN is used to extract the features of text vector classification. The LSTM stores historical information to extract the context dependency of long texts, and word embedding is introduced to convert the text into low-dimensional vectors. Experiments are conducted on the social network platforms Sogou corpus and the University HowNet Chinese corpus. The research results show that compared with CNN + rand, LSTM, and other models, the neural network deep learning hybrid model can effectively improve the accuracy of text classification.

• 국제학술발표논문집
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• The 1th International Conference on Construction Engineering and Project Management
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• pp.699-704
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• 2005

Normally, monetary penalties for breach of agreement will be stipulated in the contract. The contractor parties, who fail to fulfill the agreement, are required to pay the other parties a certain amount or proportion of money as a fine. However, it is worth our study - whether or not the scope of monetary penalty implementation and bases for determination of a fine will cover the losses of social and administrative costs incurred by the interruption of the contract. This research is about the best timing for government to cancel the freeway repair work contracts. Under the goal of the maximum social welfare, the limitation of government spending for the social and administrative costs invoked by interruption of contracts will have to be considered to attain the best timing of contracts' suspension or deferment. According to the factors of social and administrative costs, the best time point is calculated to reduce the loss of the aforesaid costs, which can also be used as theoretical basis for the future road-widening construction at home.

• 한국정보통신설비학회:학술대회논문집
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• 한국정보통신설비학회 2009년도 정보통신설비 학술대회
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• pp.268-271
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• 2009

In this paper, we analyze social network status and suggest TV SNS Service. According to alexa.com's recent chart, there are three SNS sites (facebook, myspace, twitter) in global top 20 sites. SNS usage has increased dramatically. Recently many SNS are growing up by opening their platform that make it easy to develope new services and functions by third party developers. KT is implementing open platform that is support Widget and SNS service. And Recently Social TV comes into the spotlight. Social TV is combination of social media and TV contents. It is enable to exchange emotion and opinion by communication with other people when watching Video contents. We propose TV SNS Service that provides various services by using advantage of SNS system and Social TV.

• 감성과학
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• 제15권2호
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• pp.283-296
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• 2012

본 연구는 SNS 사용자 간의 관계 유형을 감성공유관계와 정보공유관계로 분류하여 두 관계에 따른 사회감성모델을 구축하는 것이 목적이다. 이를 위해 먼저, 기존 문헌에 근거하여 92개의 감성을 수집하여 적합성 검증을 수행한 후 연구목적에 부합하는 26개의 사회감성을 추출하였다. 추출된 사회감성은 관계 유형에 따른 요인분석을 통해 12개의 대표 사회감성과 13개의 대표 사회감성을 도출하였다. 도출된 대표 사회감성은 다차원척도분석을 통하여 2차원의 공간에 매핑하여 사회감성 모델을 도출하였다. 도출된 사회감성 모델은 구조방정식모형 분석을 통해 통계적으로 유의하지 않은 요소들을 제거하였다. 타당성 검증 결과 적합도 지수를 통해 감성공유관계의 사회감성 모델(CFI:.887, TLI:.885, RMSEA:.094)과 정보공유관계의 사회감성 모델(CFI:.917, TLI:.900, RMSEA:.050)의 적합도가 나타났다. 본 연구의 결과로 사용자 관계 유형에 따라 상이한 사회감성 모델이 검증되었다. 본 연구를 통해 제시된 사회감성 모델은 SNS상에서 인간의 감성을 측정하는데 필요한 평가 자료로 활용될 수 있을 뿐만 아니라 향후 사회감성의 발전 방향을 제시할 수 있는 자료로 활용될 수 있을 것이라 사료된다.

• 공학교육연구
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• 제20권5호
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• pp.50-58
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• 2017

The purpose of this study is to explore the core competencies of the Fourth Industrial Revolution in the major newspaper articles of social network analysis and to examine the core competencies required by each field and target. To do this, we reviewed prior research focusing on core competency concepts and core competencies of engineering students, and analyzed 227 articles related to core competencies of the 4th Industrial Revolution, focusing on five major newspapers. Through analysis, we analyzed social network with 118 refined core competency keywords. As a result of the research, it was found that core competencies of the 4th Industrial Revolution are the degree centrality in terms 'creativity', 'problem solving ability', 'convergence ability', 'collaboration ability', 'conductivity', 'software ability', 'human literacy', 'personality' order. Also, as a result of the analysis of the ego centric network by field and target, the required core competencies of university and industry were found to be different. Through these discussions, it is necessary to restructure the core competence of engineering students in order to nurture the engineering talents necessary for the 4th Industrial Revolution.

• 한국환경독성학회:학술대회논문집
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• 한국환경독성학회 2004년도 Sharing Experience of Human and Ecological Risk Assessment and Management in Asia/Pacific Region
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• pp.103-104
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• 2004

• 한국안전학회지
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• 제21권6호
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• pp.55-63
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• 2006

Rapid economic growth in Korea, on the other side, has generated increase of multiple complex dangers. To take off dangers scattered in the Korean society and to conduct safe society for better life, it is needed to develop social safety index. Social safety index analyzed by time series could compare and estimate various social disasters, thus it act as the foundation to set up safety policy. The research has focused on 8 social safety indexes; natural disaster, fire, traffic accident, crime, industry accident, forest fire, collapse and explosion, and environmental pollution. To find out Korean society safety index analyzed by time series, the research analyzed changes of each safety indexes in 10 years since 1994. Looking at the changes of each indexes, traffic accident showed the most improvement overall the nation, with industrial accident and collapse and explosion rating second and third place. However, crime, fire and natural disaster get worse, and especially crime has turned worsened than any other divisions.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제10권2호
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• pp.744-768
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• 2016

As various pieces of information can be provided through the web, schemes that provide search results optimized for individual users are required in consideration of user preference. Since the existing social search schemes use users' profiles, the accuracy of the search deteriorates. They also decrease the reliability of a search result because they do not consider a search time. Therefore, a new social search scheme that considers temporal information as well as popularities and user preferences is required. In this paper, we propose a new mobile social search scheme considering popularities and user preferences based on temporal information. Popularity is calculated by collecting the visiting records of users, while user preference is generated by the actual visiting information among the search results. In order to extract meaningful information from the search target objects that have multiple attributes, a skyline processing method is used, and rank is given to the search results by combining the user preference and the popularity with the skyline processing result. To show the superiority of the proposed scheme, we conduct performance evaluations of the existing scheme and the proposed scheme.

• 과학기술학연구
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• 제4권2호
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• pp.1-32
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• 2004

이 논문은 최근 한국사회에서 큰 관심의 대상으로 떠오른 중국의 이공계 강세 현상의 내용과 그 배경을 살펴본다. 지금까지 언론과 과학기술계를 중심으로 한 중국의 이공계 강세 현상에 대한 논의는 그 원인과 과정에 대한 논의는 도외시 한 채 결과적인 현상에만 주목하여 중국을 부러움의 대상으로 부각시켜왔다. 그러나 이 논문은 중국의 이공계 강세현상은 사회주의 국가건설과 문화혁명이라는 중국의 독특한 역사적 경험을 통해 형성된 것임을 보여준다. 사회주의 교육개혁이 중국사회에 인문사회교육은 무용지물이라는 인식을 심어주었다면 문화 대혁명은 한 걸음 더 나아가 인문사회계열의 학문을 공부하는 것이 정치적으로 위험하다는 인식을 확산시키는 계기가 되었다. 따라서 중국의 이공계 강세 현상은 매우 극단적인 정치적인 결정에 의해 형성된 기형적인 현상으로 정치에 의해 강요된 학문의 위계질서를 반영하고 있는 것이다. 또한 이공계 출신의 고위 공직자 비중이 높은 것도 이들이 대학에서 인문사회교육을 충실히 받았거나 이공계 졸업자에 대한 정책적 우대 때문이라기보다는 중국의 정치체제 특히 중국공산당의 독특한 인사제도를 통해 이루어진 것이다. 이러한 배경에 대한 이해 없이 결과적인 현상에만 주목하며 중국의 예와 한국의 예를 비교하는 것은 이공계 위기문제의 원인과 해결책에 대한 진단에 큰 오류를 가져올 수 있다는 점에서 주의를 요한다.