TY - ADVS AU - Mobasher,Bamshad TI - Overview of web mining and its applications T2 - Data mining : fundamentals and latest development PY - 2008/// CY - London PB - Henry Stewart Talks KW - Data mining KW - Electronic commerce KW - Web usage mining N1 - 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 UR - http://hstalks.com/lib.php?t=HST53.2006&c=250 UR - http://hstalks.com/lib.php?t=HST53&c=250 ER -