منابع مشابه
Web Usage Mining
In recent years, e-businesses have been profiting from recent advances on the analysis of web customer behaviour. For decades experts have debated on ways of presenting the content or structure in a web site in order to captivate the attention of the web user in the web intelligence community. A solution to this could help boost sales in an e-commerce site. Web Usage Mining (WUM) is the extract...
متن کاملWeb Usage Mining Framework
We present a tool that alleviates the tedious work of data pre-processing and data structuring to support scientific research on web usage mining (WUM). Furthermore, the framework contains web usage mining models as well as methods for basic statistics on the structured data. The contribution of the tool is a tree-like visualization of frequent navigational sequences. This visualization allows ...
متن کاملWeb Usage Mining for Semantic Web Personalization
With the explosive growth of information on the Web, it has become more difficult to access relevant information from the Web. One possible approach to solve this problem is web personalization. In Semantic Web, user access behavior models can be shared as ontology. Agent software can then utilize it to provide personalized services such as recommendation and search. To achieve this, we need to...
متن کاملWeb Usage Mining with Web Logs
With the rapid growth of the World Wide Web, the use of automated Web-mining techniques to discover useful and relevant information has become increasingly important. One challenging direction is Web usage mining, wherein one attempts to discover user navigation patterns of Web usage from Web access logs. Properly exploited, the information obtained from Web usage log can assist us to improve t...
متن کاملMining Unexpected Web Usage Behaviors
Recently, the applications of Web usage mining are more and more concentrated on finding valuable user behaviors from Web navigation record data, where the sequential pattern model has been well adapted. However with the growth of the explored user behaviors, the decision makers will be more and more interested in unexpected behaviors, but not only in those already confirmed. In this paper, we ...
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ژورنال
عنوان ژورنال: Environmental Science & Technology
سال: 2006
ISSN: 0013-936X,1520-5851
DOI: 10.1021/es062652e