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.
Access restricted to subscribers.
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+.
2006 Henry Stewart Talks
Data mining. Electronic commerce. Web usage mining.