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Knowledge Extraction Using Web Usage Mining
EAI Endorsed Transactions on Scalable Information Systems, 2018 Web log files are the greatest source of knowledge now days, which keeps all the information about users interaction to web. This interaction provides us the usage patterns of the user by using web usage mining.
Muhammad Waqas +4 more
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A Dynamic Recommender System for Improved Web Usage Mining and CRM Using Swarm Intelligence [PDF]
The Scientific World Journal, 2015 In modern days, to enrich e-business, the websites are personalized for each user by understanding their interests and behavior. The main challenges of online usage data are information overload and their dynamic nature.
Anna Alphy, S. Prabakaran
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, 2007 General characteristic of web mining including methodology and procedures incorporated into this term. Relation to other areas (data mining, artificial intelligence, statistics, databases, internet technologies, management etc.) Web usage mining - data sources, data pre-processing, characterization of analytical methods and tools, interpretation of ...
Benkovská, Petra
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, 2009 Studies that rely on Web usage mining can be experimental or observational in nature. The focus of such studies is quite varied and may involve such topics as predicting online purchase intentions (Hooker & Finkelman, 2004; Moe, 2003; Montgomery, Li, Srinivsan, & Liechty, 2004), designing recommender systems for e-commerce products and sites ...
Benkovská, Petra
core +5 more sources
, 2018 Websites have become the major source of information, and analysis for web usage has become the most important way of investigating a user's behaviour and obtaining information for website owners to use to make any strategic decisions. This chapter sheds light on the concept of web usage mining, techniques, and its application in various domains.
Vinod Kumar, R. S. Thakur
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Web Usage Mining with Web Logs
, 2009 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.
Xiangji Huang
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International Journal of Computer Trends and Technology, 2014 - Web data is expanding day by day; Extraction of useful knowledge from WWW data is considered as web mining. It is mainly concerned with 3 types, about the content (content content mining), how should be the structure (structure mining), how and where ...
Nirali H Panchal, Ompriya Kale
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Web Usage Mining: Discovering Usage Patterns for Web Applications
, 2013 The heterogeneous nature of the Web combined with the rapid diffusion of Web-based applications have made Web browsing an intricate activity for users. This has given rise to an urgent need for developing systems capable to assist and guide users during their navigational activity in the Web.
CASTELLANO, GIOVANNA +2 more
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, 2005 In this paper, we will discuss research efforts devoted to the remaining area of Web mining, namely Web usage mining. Taken together, a complete picture of the trends in Web mining can be discerned.
Anita Lee-Post, Haihao Jin
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A WEB PERSONALIZATION BASED ON THE SEQUENTIAL PATTERN MINING FOR IMPROVED WEB ACCESS [PDF]
ICTACT Journal on Soft Computing, 2019 The development of information technology, the web has created a big challenge for directing the client to the website pages according to their need. Web page personalization process user’s query and retrieve the search results that corresponds to their ...
A Vaishnavi, N Balakumar
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