Mobasher, Bamshad.

Overview of web mining and its applications Part 2 of 2. [electronic resource] / Overview of web mining and its applications : part II Bamshad Mobasher. - London : Henry Stewart Talks, 2008. - 1 online resource (1 streaming video file (39 min.) : color, sound). - Data mining : fundamentals and latest development . - Henry Stewart talks. Marketing & management collection. Data mining .

Animated audio-visual presentations with synchronized narration. Title from title frames.

Contents: Web usage mining for E-business analytics -- Typical sources of data and user transactions -- A typical server log -- Usage data preparation tasks -- Levels of aggregation in web usage analysis -- Conceptual representation of user transactions -- Web usage mining as a process -- Common tasks -- Association analysis for E-commerce -- Association rules -- Characterizing user segments via clustering -- Clustering user transactions -- Collaborative filtering -- Web personalization.

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Mode of access: World Wide Web.
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2006 Henry Stewart Talks


Data mining.
Electronic commerce.
Web usage mining.