Discovering New Trends in Web Robot Traffic Through Functional Classification.
Derek DoranSwapna S. GokhalePublished in: NCA (2008)
Keyphrases
- pattern recognition
- classification accuracy
- machine learning
- website
- mobile robot
- web applications
- pattern classification
- support vector
- human robot interaction
- feature extraction
- real time
- classification algorithm
- feature space
- decision trees
- network traffic
- web documents
- support vector machine svm
- autonomous robots
- information sources
- classification scheme
- linked data
- robot navigation
- web content
- training samples
- anomaly detection
- semantic web
- image classification
- supervised learning
- end users
- feature vectors
- preprocessing
- feature selection
- class labels
- classification method
- model selection
- semi supervised
- web users
- position and orientation
- web traffic