• 제목/요약/키워드: Web data analysis

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XML을 이용한 웹 정보 추출 및 다차원 분석 (Web Information Extraction and Multidimensional Analysis Using XML)

  • 박병권
    • 한국멀티미디어학회논문지
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    • 제11권5호
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    • pp.567-578
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    • 2008
  • 인터넷에 있는 방대한 양의 웹 페이지들을 분석하기 위해서는 웹 페이지에 내재된 정보를 추출하는 것이 필요하다. 본 논문에서는 웹 페이지로부터 정보를 추출하고 이를 XML 문서로 변환하여 다차원적으로 분석하는 방법을 제안한다. 웹 페이지로부터 정보를 추출하기 위하여 두 종류의 언어를 제안한다. 하나는 객체지향 모델에 의거하여 웹 정보 추출 규칙을 기술하기 위한 것이고, 다른 하나는 추출하고자 하는 정보를 찾기 위한 HTML 태그 패턴을 정규식으로 기술하기 위한 것이다. XML 문서에 대한 다차원 분석을 위하여 관계형 데이터에 대해 하는 것처럼 웨어하우스를 구축하고 이로부터 다양한 큐브를 생성하는 방법을 제안한다. 마지막으로 본 논문에서 제안한 방법을 미국특허 웹 페이지에 적용한 예를 통해 그 타당성을 보인다.

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Web Log Analysis System Using SAS/AF

  • Koh, Bong-Sung;Lee, Gu-Eun
    • Journal of the Korean Data and Information Science Society
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    • 제15권2호
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    • pp.317-329
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    • 2004
  • The Web log has caught much attraction for tracing of customer activity. So many researches have been carried on it. As a result, Web log analysis solutions has been developed and launched lately. It has been in the spotlight to the website administrators and people in practical marketing business. In this paper, we made an analysis on the various behavior patterns of customers in cooperation with SAS/AF and SCL modules, based on development of GUI from SAS package for disposal of statistical data.

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웹기반 해모수-1 풍황자료 분석 시스템 개발 (Development of Web-Based Wind Data Analysis System for HeMOSU-1)

  • 유기완;박근성;이종화;오수연;김지영;박명호
    • 풍력에너지저널
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    • 제4권1호
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    • pp.60-67
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    • 2013
  • A web-based program was developed for analyzing weather and structure data from the HeMOSU-1 offshore meteorological mast installed by the KEPCO Research Institute, and 35 km west-southwestward away from Gyeokpo located in Jeonbuk province. All of the measured data are obtained through the data transmitter and the server systems equipped on the HeMOSU-1 and the aerodynamic laboratory in Chonbuk National University respectively. The dualised server system consists of two servers, one is for logging the 1 second based raw data with 10 minute averaged values, and the other is for managing web page with processed weather data. Daily or weekly 10-min averaged data can be provided based on the input date by users. Processed weather data such as wind rose, Weibull distribution, diurnal distribution, turbulence intensity according to wind speed, wind energy density, and so forth are visualized through the web page which would be both useful and informative for developing the wind farm or designing a wind blade for the wind farm nearby southwest sea around the Korean Peninsula. The URL for this web page is http://www.hemosu.org/.

sPAC(Web Service Performance Analysis Center): 성능 중심의 웹 서비스 조합 도구 (sPAC(Web Services Performance Analysis Center): A performance-aware web service composition tool)

  • 장희정;송형기;이강선
    • 한국시뮬레이션학회논문지
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    • 제14권3호
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    • pp.119-127
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    • 2005
  • Web services and their composition (web processes) are promising technologies to efficiently integrate disparate software components over various types of systems. As many web services are nowadays available on Internet, quality of services (QoS) and performance/cost become increasingly important to differentiating between similar service providers. In this work, we introduce sPAC (Web Services Performance Analysis Centre) and show how customers can benefit from sPAC to consider performance in composing and commercializing web services. sPAC 1) helps users to graphically describe the workflow of web services, 2) invokes web services to test out performance for light load conditions, 3) automatically converts the web services and the flow between them into a simulation model, 4) conducts extensive simulations for heavy load conditions and various usage patterns, and 5) reports analysis results and estimation data for the web services.

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통계패키지와 Active Server Page를 이용한 통계 분석 웹 컨텐츠 개발 (Development of Web Contents for Statistical Analysis Using Statistical Package and Active Server Page)

  • 강태구;이재관;김미아;박찬근;허태영
    • 한국산업정보학회논문지
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    • 제15권1호
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    • pp.109-114
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    • 2010
  • 본 논문에서는 통계패키지와 Active Server Page(ASP)를 이용하여 통계분석을 위한 웹 컨텐츠를 개발하였다. 통계패키지는 통계비전공자에게 사용하기도 어렵고 배우기도 매우 어렵지만, 통계비전공자들은 SAS, S-plus, R 등과 같은 통계패키지에 대한 학습 없이 자료를 분석하기를 원하고 있다. 따라서 본 연구에서는 통계패키지로 많이 활용되고 있는 S-plus와 ASP를 이용하여 통계분석 웹 컨텐츠를 개발하였다. 실제 응용으로, 수질오염자료에 대하여 웹 상에서 탐색적 자료 분석, 분산분석, 시계열 분석 등과 같은 다양한 분석에 대한 웹 컨텐츠를 개발하였다. 개발된 웹 통계분석은 공무원, 연구원 등과 같은 통계 비전문가들에게 매우 유용한 도구이다. 결과적으로 웹 기반의 통계분석 컨텐츠를 통하여 인터넷으로 하여금 사용자들로 하여금 자료 분석을 쉽게 빠르게 할 수 있다.

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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    • 제11권1호
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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.

클레멘타인 데이터마이닝 솔루션을 이용한 웹 로그 분석 (Analysis of Web Log Using Clementine Data Mining Solution)

  • 김재경;이건창;정남호;권순재;조윤호
    • 경영정보학연구
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    • 제4권1호
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    • pp.47-67
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    • 2002
  • 1990년대 중반 이후 기업들은 인터넷상에서 사용자의 행동에 대한 관심이 높아짐에 따라, 인터넷상에서 사용자의 웹 사이트 클릭 정보가 남아 있는 웹 로그파일에 대한 관심 역시 높아지고 있다. 웹 로그파일에는 사용자 IP, 사용시간, 방문한 주소, 참조주소, 쿠키 파일 등 다양한 정보가 남기 때문에 이것을 이용하면 사용자의 웹 사이트 행위를 구체적으로 분석할 수 있다. 또한, 특정한 유형의 사용자와 관련된 웹 사이트를 찾아 효과적인 마케팅 전략을 수립할 수도 있다. 본 연구에서는 SPSS사의 데이터마이닝 도구인 클레멘타인을 이용하여 웹 마이닝을 할 수 있는 방법론을 소개하고, 실제 인터넷 허브 사이트의 로그화일을 대상으로 분석을 수행하였다.

Cluster Analysis of Car Parking Data, and Development of their Web Applications

  • Kubota, Takafumi;Hayashi, Takayuki;Tarumi, Tomoyuki
    • Communications for Statistical Applications and Methods
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    • 제18권4호
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    • pp.549-557
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    • 2011
  • In this paper, we apply cluster analysis to "Okayama parking data" that is one of the spatial point patterns data that includes locations and the fare structure of car parking space in Okayama central area. This study classifies the characteristics of small areas through Okayama parking data as well as visualizes the results of the cluster analysis. We develop web applications that connect the results of a cluster analysis and overlay objects including points of balloons and rectangles of small areas over a map of Okayama central area.

스트리트 패션디자인분석(分析)을 위한 웹 기반(基盤) 시스템(Web-SFAS) 활용(活用) 연구(硏究) I - 2004 S/S 경남지역(慶南地域) 스트리트 패션 이미지데이터 적용(適用)을 중심(中心)으로 - (A Study on Application of Web-based system for Street Fashion Design Analysis - focused on applying fashion image data from Gyeong-Nam Area in 2004 S/S -)

  • 박혜원;박희창;이현영
    • 패션비즈니스
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    • 제9권5호
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    • pp.77-95
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    • 2005
  • This study was for applying web based street fashion design analysis system(web-SFAS), which was designed in preceding research and realized, to a practical use. Web-SFAS was developed to analyze data fast, accurately, conveniently, and to provide them to related fields by using Information Technology (IT) in fashion design industry. By inputting, sorting and analyzing actual image data into this system, it purposes to check if it needs to be corrected and to verify its operation and application. This study was collected in 2004 s/s 177 points image data and survey results input to the system This system analyzed the results as follow ; First, in all four areas of S/S, many people wear soft materials and plain T-shirts on top and tough material and plain jeans on the bottom. Second, In the case of dresses, in many areas people wear tough fabric plain A-line, one-piece dresses but in Hapsung-dong, many people wear geometrical figures. Third, fashion image, most people wear a sportive casual style with semi casual in a close second. Therefore, web-SFAS can be useful system analyzing for the trendy apparel type, design, material, color, image and variable in demography through street fashion image data.

Web-GIS 기반 SWAT 자료 공급 시스템 구축 (Development of Web-GIS based SWAT Data Generation System)

  • 남원호;최진용;홍은미;김학관
    • 한국농공학회논문집
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    • 제51권6호
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    • pp.1-9
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    • 2009
  • Watershed topographical data is essential for the management for water resources and watershed management in terms of hydrology analysis. Collecting watershed topographical and meteorological data is the first step for simulating hydrological models and calculating hydrological components. This study describes a specialized Web-based Geographic Information Systems, Soil Water Assessment Tool model data generation system, which was developed to support SWAT model operation using Web-GIS capability for map browsing, online watershed delineation and topographical and meteorological data extraction. This system tested its operability extracting watershed topographical and meteorological data in real time and the extracted spatial and weather data were seamlessly imported to ArcSWAT system demonstrating its usability. The Web-GIS would be useful to users who are willing to operate SWAT models for the various watershed management purposes in terms of spatial and weather preparing.