Measuring Strategization in Recommendation: Users Adapt Their Behavior to Shape Future Content.
Sarah H. CenAndrew IlyasJennifer AllenHannah LiAleksander MadryPublished in: CoRR (2024)
Keyphrases
- recommender systems
- collaborative filtering
- social context
- online dating
- user generated content
- cold start problem
- recommendation systems
- browsing behavior
- personalized services
- information overload
- web personalization
- web content
- user experience
- content creation
- user activity
- user interests
- user generated
- helping users
- web resources
- user interface
- user feedback
- social relations
- relevant content
- cold start
- personalized information
- social media
- user interaction
- user profiles
- product recommendation
- micro blog
- multimedia
- multiple users
- recommendation algorithms
- metadata
- social networking sites
- shape descriptors
- data sparsity
- shape model
- user model
- personal interests
- community question answering
- website
- amazon mechanical turk
- user behavior
- social networking services
- online communities
- tv programs
- file sharing
- usage data