Do Graph Neural Networks Build Fair User Models? Assessing Disparate Impact and Mistreatment in Behavioural User Profiling.
Erasmo PurificatoLudovico BorattoErnesto William De LucaPublished in: CIKM (2022)
Keyphrases
- user profiling
- user model
- user profiles
- neural network
- user interests
- recommender systems
- personalized services
- information filtering
- user modeling
- user modelling
- domain independent
- collaborative filtering
- user preferences
- web usage mining
- web mining
- user feedback
- user interface
- personalized recommendation
- adaptive systems
- user behavior
- structured data
- individual user
- web content
- information services
- user interaction
- response time
- search engine