• Title/Summary/Keyword: Web of Data

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An Analysis on the Web Usage Pattern Graph Using Web Users' Access Information (웹 이용자의 접속 정보 분석을 통한 웹 활용 그래프의 구성 및 분석)

  • Kim, Hu-Gon;Kim, Jae-Gyo
    • Korean Management Science Review
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    • v.23 no.3
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    • pp.63-75
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    • 2006
  • There are many kinds of research on web graph, most of them are focus on the hyperlinked structure of the web graph. Well known results on the web graph are rich-get-richer phenomenon, small-world phenomenon, scale-free network, etc. In this paper, we define 3 new directed web graph, so called the Web Usage Pattern Graph (WUPG), that nodes represent web sites arid arcs between nodes represent a movement between two sites by users' browsing behavior. The data to constructing the WUPG, approximately 56,000 records, are gathered from some users' PCs. The results analysing the data summarized as follows : (i) extremely rich-get-richer phenomenon (ii) average path length between sites is significantly less than the previous one (iii) less external hyperlinks, more internal hyperlinks.

Development of a Web-based System for Raster Data Analysis Using Map Algebra (연구는 래스터 데이터의 지도대수 분석을 위한 GRASS 기반의 웹 시스템 개발)

  • Lee, In-Ji;Lee, Yang-Won;Suh, Yong-Cheol
    • Journal of Korean Society for Geospatial Information Science
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    • v.18 no.4
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    • pp.131-139
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    • 2010
  • Recent spread of GIS and the increasing demand of spatial data have brought about the development of web GIS. In addition to sharing and mapping spatial data, web GIS is also required to provide spatial analytic functions on the web. The FOSS(free and open source software) can play an important role in developing such a system for web GIS. In this paper, we proposed a web-based system for raster data analysis using map algebra. We employed GRASS as an open source software and implemented the GRASS functionalities on the web using java methods for invocation of server-side commands. Map algebra and AHP were combined for the raster data analysis in our system. For a feasibility test, the landslide susceptibility in South Korea was calculated using rainfall, elevation, slope angle, slope aspect, and soil layers. It is anticipated that our system will be extensible to other web GIS for raster data analysis with GRASS.

Design and Implementation of Video GIS for Web Applications

  • Yoo, Jae-Jun;Choi, Kyoung-Ho;Jang, Byoung-Tae;Lee, Jong-Hun
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.396-398
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    • 2003
  • Recently as users' requests for geographic information systems are being more various, several new functions are being added to existing geographic information systems. One of them is linkage of spatial geographic data and video / image data to offer more realistic information of geographic objects to users. Geographic information systems implementing this function are called video geographic information system. In this paper, we design and implement a video geographic information system for providing map data, video data and link information of them to web applications. We 1) design system architecture of a video geographic information system, 2) analyze some processes to construct link information of map data and video data, 3) design database schema to store map data, video data, and link information, and 4) design some XML/GML schema used to query and retrieve these data for web applications.

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Sparse Web Data Analysis Using MCMC Missing Value Imputation and PCA Plot-based SOM (MCMC 결측치 대체와 주성분 산점도 기반의 SOM을 이용한 희소한 웹 데이터 분석)

  • Jun, Sung-Hae;Oh, Kyung-Whan
    • The KIPS Transactions:PartD
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    • v.10D no.2
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    • pp.277-282
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    • 2003
  • The knowledge discovery from web has been studied in many researches. There are some difficulties using web log for training data on efficient information predictive models. In this paper, we studied on the method to eliminate sparseness from web log data and to perform web user clustering. Using missing value imputation by Bayesian inference of MCMC, the sparseness of web data is removed. And web user clustering is performed using self organizing maps based on 3-D plot by principal component. Finally, using KDD Cup data, our experimental results were shown the problem solving process and the performance evaluation.

Building Web Database for WHO Healthy City Wonju (원주시 건강도시 웹 데이터베이스 구축)

  • Nam, Eun-Woo;Shin, Taek-Soo;Song, Yea-Li-A;Park, Ki-Soo;Song, Tae-Min;Kim, Min-Kyung;Park, Jae-Sung
    • Korean Journal of Health Education and Promotion
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    • v.24 no.3
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    • pp.119-128
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    • 2007
  • The purpose of this study is to develop Web database for healthy city that contains healthy city indicators for making city health plans, setting project priorities, monitoring projects, and evaluating healthy city projects, effectively. Using Delphi survey method for identifying indicator domains and indicators, we extracted nine domains with thirty-four healthy city indicators. Based on the appraisals of DB users about the contents of DB, a web database for healthy city Wonju was constructed. We developed a web database system for the purposes of sharing high quality health related data for managing and evaluating healthy city projects. The web database currently provides variety data in the web address, http://healthycity.wonju.go.kr/index.html. The web DB comprised with major healthy city indicators that are the most important indicators, healthy city indicator data that have a variety data set for encompassing all domain areas such as city infrastructure, health medicine, economies, and all other related areas and qualitative data that contains policy reports, research results, healthy city information and all other tips. A database of healthy city is very essential and important because it makes healthy city projects alive by managing and sharing healthy city related data effectively. But we need to fill out some blank cells in DB because there are currently unavailable data for some indicators. In conclusion, we expect the web DB contributes information sharing of healthy city project teams and improving healthy city project quality at Wonju city in Korea.

A Study on the Fault Data Transmission through the Web using the XML Web Service and the Fault Type Determination of the Fault Data Received from the Web (XML Web Service를 이용한 고장 데이터의 웹 전송과 웹으로 수신된 고장 데이터의 고장 유형 판별에 관한 연구)

  • Kim In-Su;Hong Jung-Gi;Lee Hahk-Sung
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.55 no.1
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    • pp.18-23
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    • 2006
  • Recently as the power system has been becoming massive and complicated, most of the faults bring on severe proliferation effects. Because of the complexity of the power system it is not easy to analyze faults-the calculation of current flows under fault conditions. Therefore many researches have been performed in this area. As a result of those efforts, the protective equipments for a power system have been designed to operate properly and without damage when the highest possible fault current is flowing in the power system. Most of the fault data can be also acquired from intelligent protection equipments. The fault data saved in them don't always include the fault type information. n you don't have knowledge about the fault analysis, it becomes useless. So this paper presents 3 topics to increase a reusability of them as followings. First, describes a fault data using the XML(extensible Markup Language). It would be a well-formed and valid document complied with suggested XML DTD(Document Type Definition). In this paper I suggest a standard DTD to describe the power system fault. If the XML document describes any power system faults is validated against suggested DTD, it is possible to be used in any applications. Second, sends them through the web using the XML web service. Last, presents the rapid and accurate algorithm for a fault type determination of the fault data received from the web. In the ultimate the client to request the server to analyze a fault data is provided the correct information what kind of fault is occurred.

Building of Integrated Web-GIS System for National Groundwater Data Management (지하수 정보관리체계 고찰 및 Web-GIS 기반의 국가지하수정보지도 구축 모형)

  • Kim, Gyoo-Bum;Son, Young-Chul;Kim, Jong-Wook;Kim, Dae-Ho;Lee, Chang-Won;Kim, Yang-Hee
    • Journal of the Korean Association of Geographic Information Studies
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    • v.9 no.3
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    • pp.107-122
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    • 2006
  • The main objective of this study is to develop a web-based Geographic Information System (GIS) application, IGIS(Integrated Groundwater Information Service System), for efficient management of groundwater data. This integrated system includes various groundwater measurements, monitoring data, well data, hydrogeochemical data, hydrogeological maps and diversely analyzed results including time series analysis data for water levels and quality. It will be used efficiently for local government officers to manage groundwater within their districts and also for drillers and investigators to develop wells and assess groundwater conditions. This web-based GIS system was implemented firstly for Cheonan and Daegu city. As a result, the system makes the efficient management, distribution and utilization of groundwater data possible by web-based GIS technology.

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Recommendation Method using Levelized Context Ontology Model on the Semantic Web Environment (시맨틱 웹 환경에서의 레벨화된 컨텍스트 온톨로지를 이용한 추천 기법)

  • Kown, Joon Hee;Kim, Sung Rim
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.5 no.2
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    • pp.95-100
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    • 2009
  • The Semantic Web is an evolving extension of the WWW in which the semantics of information and services on the web is defined, making it possible for the web to understand and satisfy the requests of people and machines to use the web content. The sementic web relied on the ontologies that structure underling data for the purpose of comprehensive and transportable machine understanding. The Semantic Web relies on the ontologies that structure underlying data for the purpose of comprehensive and transportable machine understanding. And recommendation systems have been developed as a solution to the abundance of choice people face in many situations. This paper shows that the new recommendation method is suitable for effective recommendation on the semantic web. We present a new procedure for improving the effective recommendation by using the levelized context ontology. Our experimental results also confirm that our method has good recommendation time. Our proposed method can be generalized to fit other application domains.

A Study on the Application of Web Database for Healthy City Wonju (건강도시 웹데이터베이스 활용방안 연구: 원주시 사례)

  • Nam, Eun-Woo;Park, Jae-Sung;Choe, Eun-Hee;Kim, Gyeong-Na
    • The Korean Journal of Health Service Management
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    • v.6 no.1
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    • pp.219-229
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    • 2012
  • The purpose of this study is to introduce the web database for healthy city Wonju that contains healthy city indicators and materials. It has provided diverse information to public officers who are working on healthy city projects and citizens for monitoring and evaluating the projects, effectively. The web database was made on 2006 and was updated on 2009. The new Web database system was designed for supporting that the staffs of healthy city can manage all data update by themselves. The new Web database encompasses more recent information about health city projects. After identifying users' needs and reasons for modifying the fields of data, we added new indicators to the Web database. Some redundant indicators were deleted based on users' requests. The Web database quality evaluations were performed by using 13 quality evaluations constructs. Through all 13 constructs, less than 20% of study subjects felt that it did not satisfy their needs or expectations. Well developed and verified contents of the Web database for healthy city are very essential and important. The database makes healthy city projects alive by managing and sharing healthy city related data and indicators effectively.

A Development Study of Tool for Web Log Analysis

  • Choi, Seungbae;Kang, Changwan;Kim, Kyukon;Son, Jongkwan
    • Communications for Statistical Applications and Methods
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    • v.11 no.1
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    • pp.93-106
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    • 2004
  • Recently, many data of various types is gained with development of computer in many fields. Especially, web log data generating in web site furnish beneficial information on an organization. The enterprise's destiny is swayed by according as how these information gaining from the web site utilize. In this paper, for the purpose of obtaining useful information, we present a tool is called WebBizi for web log analysis. This will be helpful to enterprise working the web site.