WUM: A Web Utilization Miner
نویسندگان
چکیده
Most web sites are set up with little knowledge on the navigational behaviour of the users accessing them. Feedback on the occurring navigation patterns can significantly aid site owners in efficiently (re)organizing the hyperspace they present to their visitors. In this study, we present the Web Utilization Miner WUM, a mining system for the discovery of interesting navigation patterns. The interestingness criteria for navigation patterns are dynamically specified by the human expert using WUM’s mining language MINT. MINT supports the specification of criteria of statistical, structural and textual nature. To discover the navigation patterns satisfying the expert’s criteria, WUM exploits an innovative aggregated storage representation for the information in the web server log.
منابع مشابه
Analysis of navigation behaviour in web sitesintegrating multiple information
The analysis of web usage has mostly fo-cused on sites composed of conventional static pages. However, huge amounts of information available in the web come from databases or other data collections and are presented to the users in the form of dynamically generated pages. The query interfaces of such sites allow the speciication of many search criteria. Their generated results support navigatio...
متن کاملData Mining to Measure and Improve the Success of Web Sites
For many companies, competitiveness in e-commerce requires a successful presence on the web. Web sites are used to establish the company’s image, to promote and sell goods and to provide customer support. The success of a web site affects and reflects directly the success of the company in the electronic market. In this study, we propose a methodology to improve the “success” of web sites, base...
متن کاملOptimized Ranking Based Recommender System for Various Application Based Fields
To find the fascinating example, distinguish web client conduct, enhance the business procedure, anticipate web client desire, we are utilizing web utilization mining making utilization of affiliation standard mining To find the relation between the data item, we are using the association rule mining, which is an important field of data mining. Information is assembled on the web server as web ...
متن کاملTowards an XML-based Framework for Web Usage Mining
Current systems for Web Usage Mining (WUM) offer graphical and interactive ways of using the implemented methods, but do not support individual multilevel or complex analyses. Based on those systems it is neither possible to perform flexible nor regular automated evaluations based on predefined evaluation schemes for offering WUM as a service. We present an extensible framework for WUM, which d...
متن کاملExploiting Knowledge Representation for Pattern Interpretation
Web Usage Mining (WUM) is the application of data mining techniques over web server logs in order to extract navigation usage patterns. Semantic Web Usage Mining aims at combining the Semantic Web and WUM. The main goal of the Semantic WUM is to improve the process and the results of WUM by exploiting the new semantic structure in the Web. Pattern analysis is a critical phase in WUM, for two ma...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1998