Project II: Web Usage Mining

Slide 1: Project II: A World Wide Web usage mining system

Slide 2: Navigation patterns discovery

Slide 3: Association rules discovery

Slide 4: Data clustering

Slide 5: Data clustering (cont.)

Slide 6: Data clustering (cont.)

Slide 7: Data classification

Slide 8: Data classification based on decision trees

Slide 9: WUM (A Web Utilization Miner)

Slide 10: WUM interfaces

Slide 11: The mining language MINT

Slide 12: The mining language MINT (cont.)

Slide 13: A WUM query example

Slide 14: Processing a mining query

Slide 15: A mining query processing example

Slide 16: MiDAS

Slide 17: Other ad hoc systems

Slide 18: Pattern analysis and visualization

Slide 19: Applications of Web usage mining results

Slide 20: Web caching

Slide 21: Major experimental/advanced Web usage mining systems and tools