• Title/Summary/Keyword: Web application analysis

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A Data Mining Technique for Customer Behavior Association Analysis in Cyber Shopping Malls (가상상점에서 고객 행위 연관성 분석을 위한 데이터 마이닝 기법)

  • 김종우;이병헌;이경미;한재룡;강태근;유관종
    • The Journal of Society for e-Business Studies
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    • v.4 no.1
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    • pp.21-36
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    • 1999
  • Using user monitoring techniques on web, marketing decision makers in cyber shopping malls can gather customer behavior data as well as sales transaction data and customer profiles. In this paper, we present a marketing rule extraction technique for customer behavior analysis in cyber shopping malls, The technique is an application of market basket analysis which is a representative data mining technique for extracting association rules. The market basket analysis technique is applied on a customer behavior log table, which provide association rules about web pages in a cyber shopping mall. The extracted association rules can be used for mall layout design, product packaging, web page link design, and product recommendation. A prototype cyber shopping mall with customer monitoring features and a customer behavior analysis algorithm is implemented using Java Web Server, Servlet, JDBC(Java Database Connectivity), and relational database on windows NT.

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

  • Park, Byung-Kwon
    • Journal of Korea Multimedia Society
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    • v.11 no.5
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    • pp.567-578
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    • 2008
  • For analyzing a huge amount of web pages available in the Internet, we need to extract the encoded information in web pages. In this paper, we propose a method to extract and convert web information from web pages into XML documents for multidimensional analysis. For extracting information from web pages, we propose two languages: one for describing web information extraction rules based on the object-oriented model, and another for describing regular expressions of HTML tag patterns to search for target information. For multidimensional analysis on XML documents, we propose a method for constructing an XML warehouse and various XML cubes from it like the way we do for relational data. Finally, we show the validness of our method through the application to US patent web pages.

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A Study on Design Pattern Analysis of Web_based ERP (웹기반 ERP의 설계 패턴 분석에 관한 연구)

  • 송영옥
    • Proceedings of the Korea Contents Association Conference
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    • 2004.05a
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    • pp.224-228
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    • 2004
  • Various web_based ERP(Enterprise Resource Planning) are developed as the Internet is popularized in If or non If fields. But, in many case of web development method, It is not systematic analysis method, Therefor developer have difficulties with applying the development methods for a large scale application. this approach is studied on design pattern analysis of web ERP for the rapid and efficient development method. as this approach, various design pattern of web and ERP can be used in development method of component generation.

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A Web-Dashboard Application for Resource Management (자원관리를 위한 동적 웹대시보드 애플리케이션)

  • Shin, B.S.
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.05a
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    • pp.642-644
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    • 2022
  • In this paper, we propose a dynamic Web-Dashboard application so that resource information can be accessed anytime, anywhere, and management efficiency improvement analysis through big data analysis using various progressive analysis functions. It provides visualization and analytics to provide rich analytical insights to track resource location, predict repurchase duration, or find cost savings and efficiencies.

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The Design and Implementation of RIA-Based DNA Sequence Analysis Tools (RIA 기반 DNA서열 분석도구의 설계 및 구현)

  • Kim, Myung-Gwan;Cho, Choong-Hyo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.9 no.2
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    • pp.29-36
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    • 2009
  • Due to the progress of Bioinformatics field, We are making use of analyzing tools for effective analyzing enormous data of DNA sequence. But there was inconvenience in existing tools when searching and applying data for analyzing. Our treatise proposes a tool developed by a form based on RIA(Rich Internet Application) that you can solve the problems came from weak points. The analyzing tool for RIA indexing data of DNA sequence shows the results by real time in basis of Web 2.0 which supplemented basis on a form of Web. The web application was developed in Flex2 on Windows workstation.

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Graphical User Interface in a Web-based Application System for Primary School Children -Application for the Creative Group Thinking System(CGTS)- (초등학생용 웹 기반 응용프로그램의 GUI에 관한 연구 -창의성 개발 지원 시스템(CGTS)의 적용을 중심으로-)

  • Han Kyung Don;Kim Mi Hyun
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.1 s.33
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    • pp.53-58
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    • 2005
  • Interfaces comprising menu and icons of web-based application programs should comply pertinently with user's cognitive system. In Particular, since the application Program's specific function in this study aimed at the purpose of child's effective idea, with respect to that, it is necessary to constitute a rational web use environment through careful research and analysis of user interface. The purpose of this study was to enhance elementary students to modify the CGTS with the menu arrangement. icon types and preferable terms for their use of professionally letter-based screen structure of CGTS developed to help the designer's idea.

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A Study on the Practical Application Plans of a Library Information System through Web 2.0 Site Analysis (Web 2.0 기술 적용 사이트 분석을 통한 도서관 정보시스템의 활용방안에 관한 연구)

  • Park, Mi-Sung
    • Journal of Korean Library and Information Science Society
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    • v.39 no.1
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    • pp.139-168
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    • 2008
  • With the advent of the Web 2.0 technology, its versatility has been experienced through various web sites. Consequently, many library users request to implement this technology into the library information system. Here this paper try to increase our understanding of the concept and technology of the Web 2.0, Library 2.0. and Catalog 2.0(OPAC 2.0) through literature survey. Also, this paper try to figure out the most applicable technology to the library information system by analyzing the representative web sites and libraries equipped with Web 2.0 technology. Finally, based on the analysis results, this study suggests an applicable practical plans in the field of catalog, retrieval and auxiliary services toward the user-friendly library information system. We also indicate several side effects expected with the implementation of the suggested plans.

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Development and Application of a Web-based Expert System using Artificial Intelligence for Management of Mental Health by Korean Emigrants (해외 이민 한국인의 정신건강관리를 위한 웹기반 지능형 전문가시스템 개발 및 적용)

  • Bae, Jeongyee
    • Journal of Korean Academy of Nursing
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    • v.43 no.2
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    • pp.203-214
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    • 2013
  • Purpose: The purpose of this project was to develop an international web-based expert system using principals of artificial intelligence and user-centered design for management of mental health by Korean emigrants. Using this system, anyone can access the system via computer access to the web. Methods: Our design process utilized principles of user-centered design with 4 phases: needs assessment, analysis, design/development/testing, and application release. A survey was done with 3,235 Korean emigrants. Focus group interviews were also conducted. Survey and analysis results guided the design of the web-based expert system. Results: With this system, anyone can check their mental health status by themselves using a personal computer. The system analyzes facts based on answers to automated questions, and suggests solutions accordingly. A history tracking mechanism enables monitoring and future analysis. In addition, this system will include intervention programs to promote mental health status. Conclusion: This system is interactive and accessible to anyone in the world. It is expected that this management system will contribute to Korean emigrants' mental health promotion and allow researchers and professionals to share information on mental health.

Web-based Research Assistant Tools for Analysis of Microbial Diversity (미생물 다양성 분석을 위한 웹기반의 생물정보도구 개발)

  • Kang, Byeong-Chul;Kim, Hyun-Jin;Park, Jun-Hyung;Park, Hee-Kyung;Kim, Cheol-Min
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.5
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    • pp.545-550
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    • 2004
  • The study of available genotypes (biodiversity analysis) in bacterial communities is of growing importance in several fields such as ecology, environmental technology, clinical diagnostics, etc. These culture-independent genotyping techniques, especially amplifying 16S rRNA genes, attempt to overcome some shortcomings of conventional cultivation method. Biodiversity analysis based on molecular technique were laborious for base-calling chromatogram, trimming primer sites, correcting strand directions, electing representative operation taxonomic units (OTU), etc. Also, biologists wanted intuitively to confirm results of the above processes. For making up these demands, we developed the web application based on Folder-Process-Filter (FPF) modeling with correspondence to classical Model-View-Controller model. The model of web application leads to keep virtues of simplicity and directness for development and management of the stepwise web interfaces. The web application was developed in Perl and CGI on Linux workstation. It can be freely accessed from http://home.pusan.ac.kr/~genome/tools/rat.htm.

Application of Quality Cost Model ln Quality Improvement Area (품질개선분야에서의 품질코스트모델의 적용)

  • Chung, Young-Bae;Kim, Yon-Soo
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.34 no.3
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    • pp.71-78
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    • 2011
  • This parer proposes application of quality costing system in quality improvement area. Cost of quality in quality improvement area provides a valuable of both providing the need for improvement and giving a starting point for project. WQCMS(Web-based Q-Cost Management System) have ability to collect and analyze quality data generated from various different departments in the inside or outside of the enterprise without any limitations, if end-users are able to access wide area network. It provides the capability to integrate quality information from database and to generate various easy analysis reports to management's needs using built-in analysis tool modules with real-time. Web-based quality cost management system to measure the performance of quality improvement activities in the business firms. This paper proposes standard model for quality cost process in quality improvement area.