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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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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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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 ...
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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 ...
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A web usage mining algorithm for web personalization
Intelligent Decision Technologies, 2008The explosive growth of the web is at the basis of the great interest into web usage mining techniques in both the commercial and academic communities. This paper presents a classification algorithm for web personalization based on web usage mining techniques.
PICARIELLO, ANTONIO, SANSONE, CARLO
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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 ...
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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 ...
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2005
With the continued growth and proliferation of e-commerce, Web services, and Web-based information systems, the volumes of clickstream and user data collected by Web-based organizations in their daily operations have reached astronomical proportions. Analyzing such data can help these organizations determine the lifetime value of clients, design cross ...
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With the continued growth and proliferation of e-commerce, Web services, and Web-based information systems, the volumes of clickstream and user data collected by Web-based organizations in their daily operations have reached astronomical proportions. Analyzing such data can help these organizations determine the lifetime value of clients, design cross ...
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Integrating Web Conceptual Modeling and Web Usage Mining
2006We present a case study about the application of the inductive database approach to the analysis of Web logs. We consider rich XML Web logs – called conceptual logs – that are generated by Web applications designed with the WebML conceptual model and developed with the WebRatio CASE tool.
MEO, Rosa +3 more
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Web Usage Mining: Discovering Usage Patterns for Web Applications
2013The 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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2017
In recent days, Internet technology has provided a lot of services for sharing and distributing information across the world. Among all the services, World Wide Web (WWW) plays a significant role. The slow retrieval of Web pages may lessen the interest of users from accessing them. To deal with this problem, Web caching and Web pre-fetching are the two
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In recent days, Internet technology has provided a lot of services for sharing and distributing information across the world. Among all the services, World Wide Web (WWW) plays a significant role. The slow retrieval of Web pages may lessen the interest of users from accessing them. To deal with this problem, Web caching and Web pre-fetching are the two
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Frameworks for Web Usage Mining
2009Web mining is a rapid growing research area. It consists of Web usage mining, Web structure mining, and Web content mining. Web usage mining refers to the discovery of user access patterns from Web usage logs. Web structure mining tries to discover useful knowledge from the structure of hyperlinks.
Haeng-Kon Kim, Roger Y. Lee
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