Machine learning estimation of users' implicit and explicit aesthetic judgments of web-pages.
Giulio GabrieliMarc H. BornsteinPeipei SetohGianluca EspositoPublished in: Behav. Inf. Technol. (2023)
Keyphrases
- machine learning
- web pages
- website
- explicit feedback
- web page classification
- web content
- dynamically generated
- helping users
- information overload
- search engine
- learning algorithm
- social bookmarking
- geographic information
- web resources
- user feedback
- machine learning algorithms
- user interaction
- web search
- recommender systems
- collaborative filtering
- social media
- web databases
- unstructured information
- decision trees
- feature selection
- user interface
- topic specific
- web logs
- natural language processing
- information seeking
- text classification
- user profiles
- hits algorithm
- user access patterns
- current search engines
- browsing experience
- information sources
- keywords
- user communities
- log data
- text mining
- knowledge acquisition