• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권6호
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• pp.2470-2491
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• 2018

Web-scale open information extraction (Open IE) plays an important role in NLP tasks like acquiring common-sense knowledge, learning selectional preferences and automatic text understanding. A large number of Open IE approaches have been proposed in the last decade, and the majority of these approaches are based on supervised learning or dependency parsing. In this paper, we present a novel method for web scale open information extraction, which employs cosine distance based on Google word vector as the confidence score of the extraction. The proposed method is a purely unsupervised learning algorithm without requiring any hand-labeled training data or dependency parse features. We also present the mathematically rigorous proof for the new method with Bayes Inference and Artificial Neural Network theory. It turns out that the proposed algorithm is equivalent to Maximum Likelihood Estimation of the joint probability distribution over the elements of the candidate extraction. The proof itself also theoretically suggests a typical usage of word vector for other NLP tasks. Experiments show that the distance-based method leads to further improvements over the newly presented Open IE systems on three benchmark datasets, in terms of effectiveness and efficiency.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권10호
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• pp.2718-2731
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• 2023

This paper presents a method of using syntax and shallow semantic analysis for Vietnamese question generation (QG). Specifically, our proposed technique concentrates on investigating both the syntactic and shallow semantic structure of each sentence. The main goal of our method is to generate questions from a single sentence. These generated questions are known as factoid questions which require short, fact-based answers. In general, syntax-based analysis is one of the most popular approaches within the QG field, but it requires linguistic expert knowledge as well as a deep understanding of syntax rules in the Vietnamese language. It is thus considered a high-cost and inefficient solution due to the requirement of significant human effort to achieve qualified syntax rules. To deal with this problem, we collected the syntax rules in Vietnamese from a Vietnamese language textbook. Moreover, we also used different natural language processing (NLP) techniques to analyze Vietnamese shallow syntax and semantics for the QG task. These techniques include: sentence segmentation, word segmentation, part of speech, chunking, dependency parsing, and named entity recognition. We used human evaluation to assess the credibility of our model, which means we manually generated questions from the corpus, and then compared them with the generated questions. The empirical evidence demonstrates that our proposed technique has significant performance, in which the generated questions are very similar to those which are created by humans.

• 한국인터넷방송통신학회논문지
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• 제21권1호
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• pp.79-86
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• 2021

빅데이터 프로젝트의 성공 확률을 높이기 위해서는 복잡한 원인들로부터 근본적인 위험의 원인을 분석하여 최적의 대응 방안을 수립할 수 있는 계량화된 기법이 요구된다. 이를 위해 본 연구에서는 SNA 분석을 통해 위험 요인과 관계를 측정하고, 이를 기반으로 위험에 대응할 수 있는 방법을 제시한다. 즉, 사전 연구에서 제시된 빅데이터 프로젝트의 위험 그룹 간 상관관계 분석 결과를 활용하여 종속성 네트워크(dependency network) matrix를 도출하고 이를 통해 SNA 분석을 수행한다. 종속성 네트워크 matrix를 도출하기 위하여 위험 노드 간의 상관관계로부터 부분 상관을 구하고, 상관 영향과 상관 종속성을 계산함으로써 노드별 활동 종속성을 도출하고 이를 통해 위험 요인 노드 간의 인과 관계와 연관관계에 있는 모든 노드간의 영향정도를 모두 산출한다. 위험 요인 간 SNA통해 도출된 위험 요인 간 네트워크로부터 위험에 대한 근본 원인을 인지함으로써 보다 최적화되고 효율저인 위험 관리가 가능하다. 본 연구는 위험관리 대응과 관련하여 SNA 분석 기법을 적용한 최초의 연구로 본 연구결과는 IT프로젝트의 위험관리와 관련하여 주요 위험에 대한 위험 관리 순서를 최적화할 수 있을 뿐만 아니라, 위험 통제를 위한 새로운 위험분석 기법을 제시하였다는데 큰 의의가 있다.

• 인터넷정보학회논문지
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• 제6권6호
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• pp.1-12
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• 2005

웹 컨텐츠의 수가 폭팔적으로 빠르게 증가하고 있고, 대부분의 컨텐츠의 크기는 고정적이지만 증가되는 양은 상당히 유동적이다. 그러므로 인터넷을 기반으로 한 클라이언트/서버 형태의 컨텐츠 전송 시스템은 서버의 의존도, 과부하 등으로 인해 시스템이 마비되는 취약점을 가지고 있다. 이러한 문제를 해결하기 위해 인터넷상의 유휴 컴퓨팅 자원을 활용한다. 본 논문에서는 컴퓨팅 자원의 공유를 목적으로 하는 P2P 컴퓨팅 환경에서 유휴 컴퓨팅 자원을 이용하여 사이버 교육 시스템을 구축하는 데 필요한 콘텐츠 전송 서비스 시스템을 설계하고 구현한다. 제안된 시스템은 인터넷 전송뿐만 아니라 위성 채널을 통해 콘텐츠를 전송할 수 있도록 시스템을 구현하고 실시간 강의와 비실시간 강의의 콘텐츠를 모두 전송하도록 설계한다.

• 보건교육건강증진학회지
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• 제21권3호
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• pp.1-17
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• 2004

The purpose of this study is to evaluate the roles of expected self-control and expected self-control results in explaining adolescents' Internet addiction. In the study model, expectations of self-control and self-control results directly determine Internet addiction and Internet use time meditates the impacts of expectations of self-control and self-control results on Internet addiction. The study subjects are 1,080 middle and high school students in Busan. Stratified cluster sampling is applied by school type and school year. The response rate is 96%(l,037cases). This study develops the scales of expected self-control and expected self-control results. The scales of Internet addiction are devised by using the concept of functional dependency such as salience, withdrawal symptoms, mood modification, tolerance, relapse, and conflict. For verifying the study model, path analysis and multiple regression models are applied for identifying path significants and evaluating confounding effects of control variables, respectively. Moreover, multi partial F-test is performed for selecting the best regression model. Expected self-control is a significant determinant of Internet addiction and Internet use time that also significantly explains Internet addiction. The total effect of expected self-control towards Internet addiction is -.95. The total effect is comprised with the direct effect (-.71) and the indirect effect(-.24). In this result, the direct effect refers a curative effect since expected self-control directly reduces the level of Internet addiction, and the indirect effect refers a preventive effect because self-control can reduce time of Internet use that is a direct determinant of Internet addiction. In the test of the confounding effects of control variables, there are no confounding effects in the models of multiple regression. It implies a robustness of the study model as regards control variables. In conclusion, improving adolescents' expected self-control can control Internet addiction level. This finding implies that a health promotion program for improving expected self-control can be a cost effective method compared to other approaches.

• 인터넷정보학회지
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• 제14권4호
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• pp.63-76
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• 2013

This short report introduces the general background why Brazil conference is being prepared and what topics would be undertaken and what goals are being taken into account. It overviews what differences from traditional telecommunication governance, internet governance has had in its historical development and how such differences had been formed from its technological differences and the regulatory policy shift from common carrier regulation to privatization. Moreover, the fact that open, voluntary, bottom-up, diverse stakeholder's participation had evolved throughout the historical development of the internet, had established the present multistakeholder governance model from technological standardization to addressing scheme policies. ICANN, which has governed internet addressing schemes since the earlier 2000s, had developed address policies including IANA function from Jon Postel and technical community's legacy management system into contract based formation between ICANN and gTLD, ccTLD registries. And it made dispute resolution policies responding to trademark disputes and resolved gTLD monopoly issue by introducing new TLD generation and the separation of registry and registar. However, there had been challenges on the legitimacy of ICANN due to its dependency on the Federal Government of the U.S. particularly in its oversight role over ICANN and IANA contract. WSIS raised up internet governance issues including addressing governance, and set up IGF as a discussion platform for multistakeholders to discuss and share all views on other internet related public policies. IGF's loose and non-binding discussion once frustrated governments and other stakeholders, but more focused discussion and visible outcomes have consolidated its unique role for internet governance discourses. Particularly, IGF addressed many emerging internet related issues like cybersecurity, privacy, net neuratlity, development related issues. WTPF of 2013, after WCIT debate on whether traditional telecommunication regulation could be applied to internet infrastructure, suggested other governance issues such as the transition to ipv6, IXP coordination etc. How to make sure the legitimacy of internet addressing governance and how and where other internet related public policies could be undertaken are fundamental tasks for internet governance. Brazil conference, which has been motivated by the breakdown of trust in internet governance from NSA mass surveillance revealed by Snowden, faces these questions and try to make consensus on principles, institutions and roadmap for internet governance in multistakeholder participation way.

• 정보화정책
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• 제19권3호
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• pp.36-49
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• 2012

국제인터넷주소자원관리기구인 ICANN은 1998년 창설 이후 줄기차게 제기되어 온 미국 의존성에 대한 비판을 완화하기 위해 종래 미국 상무부와의 협약에만 역할의 정당성을 인정받던 방식에서 일부 탈피하여 국제인터넷공동체에 대한 책임성을 높이기 위하여 2009년 9월 30일 ICANN 운영에 대한 검토를 국제적인 독립 기구로부터 점검받는 것을 약속하는 형태의 '의무 확인' (Affirmation of Commitments)을 미상무부와 공동으로 행하였다. 이에 의해 설치된 4개 검토팀 중 하나인 '책임성 투명성 검토팀' (ATRT)은 2010년 12월 31일 27개의 권고사항을 발표하고 이사회는 이의 이행을 약속하였다. 이는 선진 인터넷 거버넌스를 지향하는 한국에 시사하는 바가 적지 않다. 특히, 국제 인터넷 거버넌스 체계에 있어 민간주도의 상향적 정책결정이란 특성과 국내제도의 정합성을 제고할 필요가 있다. 인터넷주소에 관련된 비정부, 민간조직의 의견을 적극적으로 수렴하는 '공식적인' 절차가 필요하다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제4권6호
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• pp.1222-1236
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• 2010

In this paper, we propose an improved distributed multi-view video coding method that is robust to illumination changes among different views. The use of view dependency is not effective for multi-view video because each view has different intrinsic and extrinsic camera parameters. In this paper, a modified distributed multi-view coding method is presented that applies illumination compensation when generating side information. The proposed encoder codes DC values of discrete cosine transform (DCT) coefficients separately by entropy coding. The proposed decoder can generate more accurate side information by using the transmitted DC coefficients to compensate for illumination changes. Furthermore, AC coefficients are coded with conventional entropy or channel coders depending on the frequency band. We found that the proposed algorithm is about 0.1~0.5 dB better than conventional algorithms.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제4권6호
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• pp.1209-1221
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• 2010

Three dimensional (3D) video is expected to be an important application for broadcast and IP streaming services. One of the main limitations for the transmission of 3D video over IP networks is network bandwidth mismatch due to the large size of 3D data, which causes fatal decoding errors and mosaic-like damage. This paper presents a novel selective frame discard method to address the problem. The main idea of the proposed method is the symmetrical discard of the two dimensional (2D) video frame and the depth map frame. Also, the frames to be discarded are selected after additional consideration of the playback deadline, the network bandwidth, and the inter-frame dependency relationship within a group of pictures (GOP). It enables the efficient utilization of the network bandwidth and high quality 3D IPTV service. The simulation results demonstrate that the proposed method enhances the media quality of 3D video streaming even in the case of bad network conditions.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제7권9호
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• pp.2326-2337
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• 2013

Many applications can be parallelized by using multicore platforms. We propose a load-balancing technique for parallelizing a whole application, whose first module (H.264) has data independency and whose second module (AES) has data dependency. Instead of distributing the first module symmetrically over the multi-core platform, we distribute the data-independent workload asymmetrically in order to start the data-dependent workload as early as possible. Based on the experimental results with a compression/encryption application, we confirm that the asymmetric load balancing can provide better performance than the typical symmetric load balancing.