Users Profiling Using Clickstream Data Analysis and Classification.
Wedyan AlswitiJa'far AlqatawnaBashar Al-ShboulHossam FarisHeba HakhPublished in: CCC (2016)
Keyphrases
- data analysis
- classification accuracy
- machine learning
- usage patterns
- classification scheme
- automatic classification
- benchmark datasets
- decision trees
- classification algorithm
- pattern recognition
- feature vectors
- class labels
- pattern classification
- clustering analysis
- user satisfaction
- support vector machine svm
- user experience
- classification method
- decision rules
- data pre processing
- interactive exploration
- user profiles
- support vector
- training set
- social media
- end users
- image classification
- data sets
- business intelligence
- text classification
- supervised learning
- pattern discovery
- data processing
- log data
- user interaction
- information visualization
- feature selection
- learning algorithm
- data mining