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WebUser: mining unexpected web usage [PDF]
International Journal of Business Intelligence and Data Mining, 2011 Web usage mining has been much concentrated on the discovery of relevant user behaviours from Web access record data. In this paper, we present WebUser, an approach to discover unexpected usage in Web access log. We present a belief-driven method for extracting unexpected Web usage sequences, where the belief system consists of a temporal relation and ...
Pascal Poncelet, Laurent Anne
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Efficient and Anonymous Web-Usage Mining for Web Personalization [PDF]
INFORMS Journal on Computing, 2003 The World Wide Web (WWW) is the largest distributed information space and has grown to encompass diverse information resources. Although the web is growing exponentially, the individual's capacity to read and digest content is essentially fixed. The full economic potential of the web will not be realized unless enabling technologies are provided to ...
Cyrus Shahabi, Farnoush Banaei-Kashani
exaly +3 more sources
A Hybrid Approach to Web Usage Mining
2002With the large number of companies using the Internet to distribute and collect information, knowledge discovery on the web has become an important research area. Web usage mining, which is the main topic of this paper, focuses on knowledge discovery from the clicks in the web log for a given site (the so-called click-stream), especially on analysis of
Jespersen, S. +2 more
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ACM SIGKDD Explorations Newsletter, 2000
Web usage mining is the application of data mining techniques to discover usage patterns from Web data, in order to understand and better serve the needs of Web-based applications. Web usage mining consists of three phases, namely preprocessing, pattern discovery , and pattern analysis . This
Jaideep Srivastava +3 more
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Web usage mining is the application of data mining techniques to discover usage patterns from Web data, in order to understand and better serve the needs of Web-based applications. Web usage mining consists of three phases, namely preprocessing, pattern discovery , and pattern analysis . This
Jaideep Srivastava +3 more
openaire +2 more sources
SUGGEST: a Web usage mining system
Proceedings. International Conference on Information Technology: Coding and Computing, 2005During their navigation web users leave many records of their activity. This huge amount of data can be a useful source of knowledge. Sophisticated mining processes are needed for this knowledge to be extracted, understood and used. In this paper we propose aWeb UsageMining (WUM) system, called SUGGEST , designed to efficiently integrate the WUM ...
Baraglia R, Palmerini P
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Web usage mining in e-commerce
International Journal of Electronic Business, 2004Clickstream data is one of the most important sources of information in websites usage and customers' behaviour in e-commerce applications. A number of web usage mining scenarios are possible depending on the available information. While simple traffic analysis based on clickstream data may easily be performed, such techniques are not adequate to ...
Wilfried Grossmann +2 more
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Research for Web Usage Mining Model
2006 International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06), 2006Web usage mining is a kind of data mining that it mines the information of server logs after users browse the Web pages. After introducing the staple technology and process of Web usage mining, the article advances an architecture of Web usage mining and presents the work principle of system.
Junjie Chen 0001, Wei Liu
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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
openaire +1 more source
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
openaire +1 more source
Knowledge Mining of Web Service Usage
2013Website usage continues to increase, while the number of servers increases, their total energy consumption is growing. Meanwhile, server utilization is consistently very low. Servers can be combined to effectively increase the utilization rate and hence the energy consumption even while reducing maintenance costs.
Jari Soininen, Hannu Jaakkola
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