Enabling Adaptability in Web Forms Based on User Characteristics Detection Through A/B Testing and Machine Learning.
Juan Cruz-BenitoAndrea Vázquez-IngelmoJosé Carlos Sánchez PrietoRoberto TherónFrancisco José García-PeñalvoMartín Martín-GonzálezPublished in: IEEE Access (2018)
Keyphrases
- machine learning
- user experience
- end users
- user profiling
- website
- information overload
- user centric
- user behaviour
- detection algorithm
- web pages
- user interests
- internet users
- detection method
- web resources
- object detection
- web browsing
- recommender systems
- web content
- user interaction
- web applications
- web navigation
- active learning
- user interface
- relevance feedback
- collaborative tagging
- user preferences
- feature selection
- false positives
- user centered
- user activities
- web interface
- browsing experience
- data mining
- google search engine
- link analysis
- computer vision
- machine learning methods
- test cases
- semantic web
- current web
- learning algorithm
- decision trees
- dynamically generated
- knowledge discovery
- helping users
- information extraction
- log analysis
- natural language processing
- log files
- collaborative filtering
- user behavior
- user satisfaction
- web technologies
- recommendation systems