Web bots detection using Particle Swarm Optimization based clustering.
Shafiq AlamGillian DobbieYun Sing KohPatricia RiddlePublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- k means
- clustering method
- web applications
- website
- clustering algorithm
- detection method
- object detection
- detection accuracy
- anomaly detection
- detection algorithm
- web objects
- web pages
- semantic web
- automatic detection
- web people search
- web mining
- web data
- tag information
- web documents
- unsupervised learning
- face detection
- tolerance rough set
- outlier detection
- web sessions
- web content
- user sessions
- web technologies
- false alarms
- data mining
- web snippets
- social networks
- user interface
- end users
- web resources
- web users
- spectral clustering
- data objects
- data clustering
- detection rate
- document clustering
- event detection
- data sets
- self organizing maps
- false positives