• 제목/요약/키워드: Web data analysis

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웹기반 교육에서 학습자별 학습현황 분석에 관한 연구 (The Analysis of Individual Learning Status on Web-Based Instruction)

  • 신지연;정옥란;조동섭
    • 컴퓨터교육학회논문지
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    • 제6권2호
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    • pp.107-120
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    • 2003
  • 웹기반 교육에서 학습과정을 평가한다는 것은 개별 학습자들의 학습 활동을 평가하는 것을 의미하기 때문에 학습자의 특정 수업내용에 대한 학습 시간, 학습 패턴, 학습 참여도(의견 교환, 질문), 학습 환경 등의 정보가 요구된다. 본 연구의 목적은 웹 기반 교육에서 쟁점이 되고 있는 학습과정 평가문제를 해결하기 위해 최적의 웹 로그 마이닝을 이용하여 학습자 개인별 학습현황에 관한 정보를 얻어 이를 수행 평가에 반영하고자 함이다. 연구 내용 및 결과로는 먼저, 학습현황 분석을 위한 항목을 선정하고 웹 로그 마이닝을 위한 로그 데이터 전처리 과정을 실행하였다. 다음으로는, 위의 웹 로그 데이터를 기초로 학습자별 데이터베이스를 구축하고 질의어를 사용하여 학습현황을 분석하였다.

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공간정보 공유체계를 위한 모듈기반 WebGIS 플랫폼 연구 (Module-based WebGIS platform for spatial information sharing system)

  • 신정석;최영락
    • 한국멀티미디어학회논문지
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    • 제25권11호
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    • pp.1557-1563
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    • 2022
  • Currently Spatial Data is collected and processed in various methods, and its usability is very high. However, the existing Spatial Data analysis Software usually requires professional knowledge in the collection, refinement, and application of spatial Date, making it difficult to access and apply it. Therefore, this study established a new WebGIS platform with improved accessibility and usability to solve these problems. This platform supports various services such as master map sharing, spatial data generation, automatic coordinate system conversion, WMS issuance, grid generation, and grid analysis. These services increase operational convenience, such as simplifying repetitive tasks and automatically expressing text files. While it is believed that non-experts can easily and conveniently because of them to simplify and express the results. In addition, it is judged to have high accuracy and reliability compared to the analysis results using the existing Open Source-based GIS software.

Collaboration in a Web-Based Learning Environment: Opportunities and Challenges

  • HAN, Seungyeon
    • Educational Technology International
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    • 제9권2호
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    • pp.123-142
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    • 2008
  • The purpose of this study was to examine how computer conferencing might facilitate collaborative learning for students to engage in meaningful discussion. The participants in this study consisted of the instructor and the students in a graduate level course. Different sources of evidence were used to triangulate the data: in-depth interviews, content analysis of transcripts of discussion, and other archival data including course syllabus, presentation materials, and lecture notes. Participants perceived web-based learning as collaborative process, providing opportunities to share the idea, respect and evaluate different perspectives, and co-construct new insights. Analysis of the data revealed several challenges related collaboration in a web-based learning environment: absence of a sense of community, technical problems, adaptability to different types of learner, and managing the discussion. The data also indicated that a variety of strategies were used to facilitate learning: building a sense of community, technical support, developing instructional methodologies, class size, and design of the content.

광고를 동반한 소셜 네트워크 이름-디렉터리 서비스의 실험적 데이터 분석 (Empirical Data Analysis of a Social Network Name-Directory Service with Advertisements)

  • 김영복
    • 한국IT서비스학회지
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    • 제13권4호
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    • pp.189-203
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    • 2014
  • With the evolution of Internet technologies and the increasing variety of Internet devices, advertisements in various web services have also expanded. Interactive web services often go hand in hand with effective advertisements for a business model. We estimated statistical parameters of the interactive web server for service monitoring and advertisement-effect. In the web pages, we integrated the plugins of social networking services (SNSs) (e.g. Facebook, Twitter) and an advertisement scheme (e.g. Google AdSense) that regards social name-directory contents. Empirical data analysis and statistical results are presented with the implementation of estimations of parameters (e.g. utilization-level and serviceability) and advertisements in a social networking name-directory service (http://ktrip.net or http://한국.net). We found that estimated parameters were applicable to service monitoring of web-server as well as to synthesis of advertisement-effect in our social-web name-directory service.

인터넷을 통한 스페이스 프레임 구조 해석에 관한 연구 (A Study of Structural Analysis for Space Frame on the World Wide Web)

  • 석창목;남상관;박상훈;정환목;권영환
    • 한국공간구조학회논문집
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    • 제1권1호
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    • pp.135-142
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    • 2001
  • This paper proposes structural analysis on the World Wide Web to form a part of the architectural design project. It purposes modeling space frames and a structural analysis program on the internet only by inputting basic data for forming a shape in the whole phase of space frame analysis. The analysis data is conducted by Oracle DBMS(DataBase Management System), GUI(Graphic User Internet) by Java Applet and connection with server and database by Java Servlet respectively. The result from modeling and analysis is provided as graphic and text file forms by web browsers. Programs can be executed irrespective of user's OS by using internet and highly-secured system is constructed taking advantage of Java. Of great efficiency is maintaining and recycling data as the whole is dealt by database from the beginning to the end of program.

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Operation of StarDB web services and its Virtual Observatory supports

  • Shin, Min-Su;Yi, Hahn
    • 천문학회보
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    • 제40권2호
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    • pp.60.1-60.1
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    • 2015
  • We present the current operation status of StarDB web services by showing its user access statistics. The StarDB web services started its operation in late November, allowing world-wide users to access results of new variability analysis for Northern Sky Variability Survey light curves. New analysis results of various time-series data have been added to the StarDB services. Importantly, our services have supported a simple cone search, which is an internationally well-defined catalog search interface in the international Virtual Observatory systems. We have collected user access statistics such as how users find our analysis data since its operation in later November. We expect our analysis of the StarDB operation to help Korean community members who plan and operate their own web services preparing for a future era of big survey data.

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웹 기반(基盤)(Web-based) 스트리트 패션 디자인 분석(分析) 시스템 설계(設計) 및 구현(具顯) (Implementation of Web-based Street Fashion Design Analysis System)

  • 박혜원;박희창
    • 패션비즈니스
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    • 제9권2호
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    • pp.160-173
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    • 2005
  • Fashion is hard to expect owing to the rapid change in accordance with consumer taste and environment, and has a tendency toward variety and individuality. Especially street fashion d 21st century is not being regarded as one of the subcultures but is playing an important role as a fountainhead d fashion trend. Therefore, Searching and analyzing street fashions helps us to understand the popular fashions d the next season and also it is important in understanding the consumer fashion sense and commercial area. So, we need to understand fashion styles quantitatively and qualitatively by providing visual data and dividing images. The purpose of this study is to design for street fashion on design analysis using web which can update quantitative and qualitative data. through the on site investigation d street fashion, and put the information onto a database.

e-Commerce 쇼핑몰의 소비자 서비스 강화를 위한 활용연구 (A Study on System Applications of e-CRM to Enforcement of consumer Service)

  • 김연정
    • 대한가정학회지
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    • 제43권3호
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    • pp.1-10
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    • 2005
  • The purpose of this study was to investigate the enforcement strategy for Consumer Service marketing of an e-Commerce shopping mall. An e-CRM for a Cosmetic e-Commerce shopping mall, Data Warehousing(DW) component, analysis of data mining of the DW, and web applications and strategies had to developed for marketing of consumer service satisfaction. The major findings were as follows: An RFM analysis was used for consumer classification, which is a fundamental process of e-CRM application. The components of the DW were web sales data and consumer data fields. The visual process of consumer segmentations (superior consumer class) for e-CRM solutions is presented. The association analysis algorithm of data mining to up-selling and cross-selling indicates an association rule. These e-CRM results apply web DB marketing and operating principles to a shopping mall. Therefore, the system applications of e-CRM to Consumer services indicate a marketing strategy for consumer-oriented management.

성형외과 의원의 웹 방문자 수에 영향을 미치는 웹 사이트 속성 (Influence of Website Attributes on the Visit to Plastic Surgery Websites)

  • 조영빈;안성현
    • Journal of Information Technology Applications and Management
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    • 제14권3호
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    • pp.137-149
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    • 2007
  • Most of hospitals, especially small-scale hospitals, have tried to get customers through the Internet as what companies have done recently. There are various attempts that increase visits to one's web-site in plastic surgery hospitals. However, in plastic surgery, there have been few studies on which an attribute contributes to increase the number of web-site visit. In order to derive the important attributes on the number of visit, we compared functional attributes of 30 high-visit plastic surgery web-sites with those of 30 low-visit web-sites using statistical and data mining methods. For analysis, three methods have conducted including Multiple Discriminant Analysis (statistical method), Decision Trees (data mining method), and Artificial Neural Network (data mining method). Furthermore, results of each method have been evaluated one another. The result of this study shows that a few attributes like 'Simulating cyber plastic surgery program', 'recommendation of information' explain the number of the visitors between high and low visit web-site. The methodology employed in this study provides an efficient way of improving satisfaction of visitors of plastic surgery website.

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빅데이터 분석 기반의 정보 검색을 위한 웹 크롤러 서비스 구현 (Web Crawler Service Implementation for Information Retrieval based on Big Data Analysis)

  • 김희숙;한나;임숙자
    • 디지털콘텐츠학회 논문지
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    • 제18권5호
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    • pp.933-942
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    • 2017
  • 본 논문에서는 대학생 및 취업준비생의 대외활동, 공모전, 장학금에 대한 효율적인 정보 수집을 위한 웹 크롤러 서비스 방식을 제안한다. 제안된 웹 크롤러 서비스는 빠른 속도로 크롤링하면서 중복해서 크롤링되는 문제를 회피하기 위하여 Jsoup 트리 분석과 Json 형식의 데이터 전송 방식을 이용하였다. 24시간 동안 관련 정보를 수집한 결과 100%의 정확도로 웹 크롤러 서비스가 실행되고 있음을 확인할 수 있었다. 향후 제안된 웹 크롤러 서비스를 적용할 수 있는 웹 페이지 범위를 확대하여 다양한 웹 사이트에 동시에 적용할 수 있도록 개선하면 웹 크롤러 서비스의 양적 내용을 보충할 수 있을 것으로 기대한다.