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Overview of web mining and its applications [electronic resource] / Bamshad Mobasher. Part 2 of 2.

By: Material type: FilmFilmPublisher number: 2006 | Henry Stewart TalksSeries: Henry Stewart talks. Marketing & management collection. Data miningPublication details: London : Henry Stewart Talks, 2008.Description: 1 online resource (1 streaming video file (39 min.) : color, sound)Other title:
  • Overview of web mining and its applications : part II
Subject(s): Online resources:
Contents:
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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Animated audio-visual presentations with synchronized narration.

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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.

System requirements: Browser compatibility: updated Mozilla Firefox, Google Chrome, Safari or Internet Explorer 8+. Browser settings: enable JavaScript, enable cookies from the Henry Stewart Talks site. Required Desktop Browser plugins & viewers: Updated Adobe Flash Player & Adobe Acrobat Reader. Mobile device & operating system versions: Android v2.1+, iPhone 4+ (iOS v5.x+), iPad 2+ (iOS v5.x+), BlackBerry OS v7.0+, Windows Phone v6.5.1+.

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