• Title/Summary/Keyword: Internet models

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A study of Internet Topology Modeling Reflecting Evolution (변화성을 고려한 인터넷 위상 모델링에 관한 연구)

  • 조인숙;손주항;김병기
    • Proceedings of the Korea Society for Simulation Conference
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    • 2003.11a
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    • pp.113-117
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    • 2003
  • Studies of Internet algorithms or policies require experiments on the real large-scalenetworks. But practical problems with large real networks make them difficult Instead many researchers use simulations on the Internet topology models. Some tried to find out abstract topological properties of Internet. And several models are proposed to reflect Internet's topological characteristics better. But few studies have been performed on how to model the evolution of Internet. We propose algorithms for modeling addition and removal of nodes and accompanied change of topologies. We analyze the topologies generated by our algorithms to observe that they obey power-laws better than those generated by existing ones. These algorithms are also expected to be helpful in predicting future topologies of Internet.

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The Relationship between Internet use, Family Relationship and Cyber Violence Victimization: Comparison of Models by Structural Equation Modeling (인터넷 사용, 가족관계와 사이버폭력 피해 간의 관계: 구조방정식 분석을 통한 모형 비교)

  • Bae, Sung-Man;Koh, Young-Sam
    • Informatization Policy
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    • v.24 no.1
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    • pp.100-112
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    • 2017
  • This study verified the relationship between internet use, family relationship, and cyber violence victimization by comparing models. 2013 The survey of Internet addiction of National Information Society Agency was used in this study to verify relationship between variables. We compared the model which internet use impact cyber violence victimization through mediating fully family relationship and other model which internet use influence cyber violence victimization through mediating partially family relationship. Based on final model (model 1), More internet use was related to lower family bond and lower family bond was associated with more cyber violence victimization. This results imply that family relationship have an important role in relationship between internet use and cyber violence victimization rather than internet use impact directly cyber violence victimization.

A Representation and Management of Models for WWW-based Decision Support Systems Development (WWW 기반의 의사결정지원시스템 구축을 위한 모형 표현 및 관리)

  • Kwon, O-Byung
    • Asia pacific journal of information systems
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    • v.7 no.2
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    • pp.35-49
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    • 1997
  • The usability of the Internet including WWW (World Wide Web) is dramatically growing in current business environment. These allow decision makers to enhance the productivity of decision making by referring valuable information in the remote sites, This paper presents the possibilities how WWW can be applied to build distributed and collaborative DSS, especially model management subsystem. A framework of Internet-based DSS is delineated, and then an idea of representing and managing models in the Internet-based DSS is suggested.

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A Literature Survey of the Internet Topology Generation Models (인터넷 토폴로지 생성 모델에 관한 문헌조사 연구)

  • Lee, Kang Won;Kook, Kwang Ho
    • Journal of Korean Institute of Industrial Engineers
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    • v.33 no.1
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    • pp.138-152
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    • 2007
  • There has been much effort to improve the accuracy of the Internet topology model and include its quantitativeand/or qualitative effects on studies of a variety of network problems. Such improvement is the primarymotivation of this paper in listing and classifying the body of literature addressing the Internet topology. Themetrics, which characterize the fundamental properties of the Internet, are also divided into five categories andtheir importance and applications are discussed. Finally, we suggest several future research topics for theInternet topology models to be more realistic and applicable.

A Prediction of Stock Price Through the Big-data Analysis (인터넷 뉴스 빅데이터를 활용한 기업 주가지수 예측)

  • Yu, Ji Don;Lee, Ik Sun
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.41 no.3
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    • pp.154-161
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    • 2018
  • This study conducted to predict the stock market prices based on the assumption that internet news articles might have an impact and effect on the rise and fall of stock market prices. The internet news articles were tested to evaluate the accuracy by comparing predicted values of the actual stock index and the forecasting models of the companies. This paper collected stock news from the internet, and analyzed and identified the relationship with the stock price index. Since the internet news contents consist mainly of unstructured texts, this study used text mining technique and multiple regression analysis technique to analyze news articles. A company H as a representative automobile manufacturing company was selected, and prediction models for the stock price index of company H was presented. Thus two prediction models for forecasting the upturn and decline of H stock index is derived and presented. Among the two prediction models, the error value of the prediction model (1) is low, and so the prediction performance of the model (1) is relatively better than that of the prediction model (2). As the further research, if the contents of this study are supplemented by real artificial intelligent investment decision system and applied to real investment, more practical research results will be able to be developed.

Analysis on Mobile Content Services of the Domestic Media Companies (국내 미디어 기업의 모바일 콘텐츠 서비스 사례 분석)

  • Park, Joo-Yeun;Chon, Bum-Soo
    • The Journal of the Korea Contents Association
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    • v.10 no.1
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    • pp.160-169
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    • 2010
  • The mobile internet service market is growing very rapidly in Korea. This study outlines the current state of mobile internet services and analyzes the mobile contents types of media companies, especially newspapers, broadcasters and internet portal firms. As a result of this study, media companies provide generally different types of news and information for free and they are eager to develop the new mobile business models to maintain their power in new media. But mobile content distribution is still in the early stages due to the lack of clear business models. To satisfy the consumer's needs and to maintain the competitive advantages, the media companies should develop new business models and cooperate with other market participants to reduce the barriers in the mobile internet service market.

Steel Surface Defect Detection using the RetinaNet Detection Model

  • Sharma, Mansi;Lim, Jong-Tae;Chae, Yi-Geun
    • International Journal of Internet, Broadcasting and Communication
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    • v.14 no.2
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    • pp.136-146
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    • 2022
  • Some surface defects make the weak quality of steel materials. To limit these defects, we advocate a one-stage detector model RetinaNet among diverse detection algorithms in deep learning. There are several backbones in the RetinaNet model. We acknowledged two backbones, which are ResNet50 and VGG19. To validate our model, we compared and analyzed several traditional models, one-stage models like YOLO and SSD models and two-stage models like Faster-RCNN, EDDN, and Xception models, with simulations based on steel individual classes. We also performed the correlation of the time factor between one-stage and two-stage models. Comparative analysis shows that the proposed model achieves excellent results on the dataset of the Northeastern University surface defect detection dataset. We would like to work on different backbones to check the efficiency of the model for real world, increasing the datasets through augmentation and focus on improving our limitation.

A Comparative Study on News Service Models through Internet Portals: Softening News and Setting Agenda (포털 뉴스의 연성화와 의제설정의 탐색)

  • Jho, Whasun;Chang, Woo-Young;Oh, Sohyun
    • Informatization Policy
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    • v.19 no.3
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    • pp.19-35
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    • 2012
  • As Internet users increasingly consume news through the Internet, Internet portals face criticism that they are quickening the softening of public news and molding public opinions. Some portals have started to provide newscast services that directly connect the press, not grouping news sources on their own standards. This study aims to clarify how news grouping models and newscast models are different in terms of news softening and agenda setting. Specifically, authors conduct a content analysis on time-specific news content provided by top three portals-Naver, Daum, and Nate. By doing so, this study examines characteristics of news service models of Internet portals and their social and political implications. According to our study, the softening and tabloidization of portal news had not been improved even after adopting the newscast model. Therefore, portal journalism should be reorganized as a way to circulate healthy and qualified news content.

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The Case Study of Internet Business Model focused on the Lodging Product Agent "T" (관광숙박 알선업 T사의 인터넷 비즈니스 모델 사례연구)

  • 박현지;유지안
    • Journal of Applied Tourism Food and Beverage Management and Research
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    • v.12 no.1
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    • pp.57-78
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    • 2001
  • The propose of this study is to explore Internet business models of tourism-related business and to research ]edging product agents focused on the company \"T\". The procedure for this study is as follows: 1) Study literature review about the Internet business models of tourism-related business 2) Characterize the lodging product agents 3) Analyze the Internet business model of the agent \"T\" based upon preview studies 4) Suggest the future study of this field.study of this field.

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