• Title/Summary/Keyword: Web data

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A Study on Web Usage Behavior of Internet Shopping Mall User: W Cosmetic Mall Case

  • Song, Hee-Seok;Jun, Hyung-Chul
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2004.05a
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    • pp.143-146
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    • 2004
  • With the rapid growth of e-commerce, marketers are able to observe not only purchasing behavior on what and when customers purchased, but also the individual Web usage behavior that affect purchasing. The richness of this information has the potential to provide marketers with an in-depth understanding of customer. Using commonly available Web log data, this paper examines Web usage behaviors at the individual level. By decomposing the buying process into a pattern of visits and purchase conversion at each visit, we can better understand the relationship between Web usage behavior and purchase decision. This allows us to more accurately forecast a shopper's future purchase decision at the site and hence determine the value of individual customers to the siteAccording to our research, not only information seeking behavior but also visiting duration of a customer and participative behavior such as participation in event should be considered as important predicators of purchase decision of customer in a cosmetic internet shopping mall.

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Web services development methodology for the study (Mash-up을 활용한 웹 서비스 개발방법론에 대한 연구)

  • Jin, Hye-Jin;Lee, Hong-Cheol
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2007.11a
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    • pp.453-456
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    • 2007
  • Mashups are new type of interactive web applications, combining content from multiple services or sources at run time. The www is currently experiencing a revolutionary growth due to its increasing participative community software applications. One of the interesting aspects of the Web 2.0 evolution is the wide-availability of various Web applications as APIs or Web services. These APIs expose informational services on the Web and take many forms of remote invocation of functions using standard Web protocols and XML for data representations. The paper describes mashups from a number of angles, highlighting current developments while providing sufficient illustrations to indicate its potential implications.

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Design and Implementation of an Interestingness Analysis System for Web Personalizatoion & Customization

  • Jung, Youn-Hong;Kim, I-I;Park, Kyoo-seok
    • Journal of Korea Multimedia Society
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    • v.6 no.4
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    • pp.707-713
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    • 2003
  • Convenience and promptness of the internet have been not only making the electronic commerce grow rapidly in case of website, analyzing a navigation pattern of the users has been also making personalization and customization techniques develop rapidly for providing service accordant to individual interestingness. Web personalization and customization skill has been utilizing various methods, such as web log mining to use web log data and web mining to use the transaction of users etc, especially e-CRM analyzing a navigation pattern of the users. In this paper, We measure exact duration time of the users in web page and web site, compute weight about duration time each page, and propose a way to comprehend e-loyalty through the computed weight.

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Current Practices of the Customer-Oriented Web Site Development Methodologies and their Evaluation (고객지향적 웹 사이트 개발 방법론의 현황과 평가)

  • 이선로;김기영
    • Journal of Information Technology Applications and Management
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    • v.11 no.1
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    • pp.15-37
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    • 2004
  • This study attempts to investigate the industrial practices of the web site development methodologies and their impacts on the web site development project performance. Most of Korean web site development firms currently use customized component-based development(CBD) methodologies that have been internally developed. The methodologies generally being accepted by web site developers, however, did not emerge yet. In addition, this study shows that indiscreet applications of various methodologies and techniques might cause negative impacts on the project performance since the web site development projects are also exposed to most of the risk factors identified in the traditional systems development.

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Research for Building an Existing Web Site to Web Site Analysis of Urban Safety Map (도시안전맵 웹사이트 구축을 위한 기존 웹사이트 분석연구)

  • Lim, Dong-Hyun;Kim, Hyun-Su;Kim, Wook-Kang;Kang, Boo-Seong
    • Proceeding of Spring/Autumn Annual Conference of KHA
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    • 2008.11a
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    • pp.222-225
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    • 2008
  • In urban life, an interest in safety and demands for safety information about crimes and traffic are increasing. As well, communication on the internet is so active. In this study, we analyze web sites in US, UK, and JP, which have started safety map services, and then we provide basic material for the introduction of safety map into Korea. According to the analysis result, in US and UK, the safety map web sites are administered by the government and provided to the general public. The geographical area is provided around administrative districts and statistical data. In JP, The safety map web site provide not a one sided service but the service that user can directly take a part in, and also there is an web site for crimes against vulnerable people.

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A Fuzzy-based Inference Model for Web of Trust Using User Behavior Information in Social Network (사회네트워크에서 사용자 행위정보를 활용한 퍼지 기반의 신뢰관계망 추론 모형)

  • Song, Hee-Seok
    • Journal of Information Technology Applications and Management
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    • v.17 no.4
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    • pp.39-56
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    • 2010
  • We are sometimes interacting with people who we know nothing and facing with the difficult task of making decisions involving risk in social network. To reduce risk, the topic of building Web of trust is receiving considerable attention in social network. The easiest approach to build Web of trust will be to ask users to represent level of trust explicitly toward another users. However, there exists sparsity issue in Web of trust which is represented explicitly by users as well as it is difficult to urge users to express their level of trustworthiness. We propose a fuzzy-based inference model for Web of trust using user behavior information in social network. According to the experiment result which is applied in Epinions.com, the proposed model show improved connectivity in resulting Web of trust as well as reduced prediction error of trustworthiness compared to existing computational model.

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Discovery and Recommendation of User Search Patterns from Web Data (웹 데이터에서의 사용자 탐색 패턴 발견 및 추천)

  • 구흠모;양재영;홍광희;최중민
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2002.11a
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    • pp.287-296
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    • 2002
  • 웹 사용 마이닝은 데이터마이닝을 바탕으로 사용자의 로그 파일 정보를 이용하여 웹이 이용되는 패턴을 발견한다. 이를 이용하여 웹을 개선하여 사용자들이 보다 빨리 원하는 내용을 검색할 수 있도록 할 수 있으며 시스템 관리자에게는 효율적인 웹 구조를 인한 정보를 제공할 수 있다. 웹 사용 마이닝에서 사용하는 데이터는 성형화되어 있지 않으며 웹 사용 패턴을 분석하는데 방해가 되는 잡음 데이터까지 포함하고 있다. 이것은 기존에 개발된 여러 데이터마이닝 기법을 적용하는데 어려움으로 작용한다. 이러한 어려움을 해결하기 위해 본 논문에서는 새로운 방법을 도입한 SPMiner을 .제안한다. SPMiner는 웹의 구조를 이용하여 로그 파일의 전처리 과정을 줄이며 사용자의 탐색 패턴 분석을 효율적으로 수행 할 수 있는 시스템이다. SPMiner는 WebTree 에이전트를 이용하여 웹 사이트 구조를 분석하여 WebTree를 생성하고 사용자 로그 파일을 분석하여 각 웹 페이지의 사용빈도에 대한 정보를 추출한다. WebTree와 로그 파일에서 추출된 웹 페이지에 대한 정보는 SPMiner에 의해 패턴을 분석할 퍼 이용될 수 있는 형태인 WebTree$^{+}$로 병합된다 WebTree$^{+}$는 패턴 발견을 쉽게 해주며 사용자에게 추천할 정보나 웹 페이지를 능동적으로 추천할 수 있게 만들어 준다.

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Local Area Management System Using WebCAM (WebCAM을 이용한 지역관리 시스템)

  • 하근희;김도년;조동섭
    • Proceedings of the Korean Information Science Society Conference
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    • 1998.10c
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    • pp.297-299
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    • 1998
  • As there comes out better and better solutions for delivering multimedia data on the internet, the number of WebCAM sites which transmits pictures of any spot to the user's system is getting increased. WebCAM service over the internet can be compared with the CATV in that it is beyond the spatial constraints. In this project, we construct a WebCAM site Which performs not only the fundamental WebCAM functions of capturing images and of transmitting them periodically but also various kinds of modules carrying out tasks such as image processing, remote control of the camera, processing multiple user requests, making panorama views and so on using Java which is the most popular language for the internet or CGI. The past images are stored in a database implemented for the WebCAM system, so the system can be extended to get over the constraints in time also.

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VMD(Visual Merchandizing) Strategy Analysis for Revitalizing Web Fashion Star shop

  • Lee, Kun-Hee
    • Journal of Fashion Business
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    • v.12 no.6
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    • pp.138-151
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    • 2008
  • This study aims at providing comprehensive data which would be helpful to establish a web shopping mall by analyzing the structure of web fashion star shops which have recently emerged as a result of advances in digital technology and communication. For the purpose of analyzing VMD strategy used in web fashion star shop, we adopt both of the documental and empirical research methods, based on which we examine the concept of E-commerce and current business situation of web fashion star shop industry, and then analyze the main page, product category page and product detail page in a star shop featured by a male pop star within a web shopping mall. According to our analysis of the structure of web fashion star shop, in case of open market, a banner with star's image on it leads to star shop when people click on the link of the banner, and in case of independent mall, they show each star's unique style in the main page. Product category page is linked to each product detail page which presents items of various fashion coordinates, satisfying needs of consumers to follow star's trendy fashion sense.

Research and Development of Base Technology for Archiving Web Records (웹기록물 아카이빙 기반기술 연구 개발)

  • Cha, Seung-Jun;Lee, Kyu-Chul
    • Proceedings of the Korea Database Society Conference
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    • 2008.05a
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    • pp.359-368
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    • 2008
  • Although the important information are significantly increasing in the Web, it is easily disappeared because of the Web's characteristics. The purpose of this paper is researching and developing of base technology for archiving web records. First developing about the workflow which is the procedure of web archiving, and developing about metadata elements, the essential condition of preserving web records and accessing archived resources. Finally developing the architecture defined the overall items of web records archiving.

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