Unpacking the exploration-exploitation tradeoff on Snapchat: The relationships between users' exploration-exploitation interests and server log data.
Diego Gómez-ZaráYozen LiuLeonardo NevesNeil ShahMaarten W. BosPublished in: Comput. Hum. Behav. (2024)
Keyphrases
- log data
- log files
- query suggestion
- web log data
- data mining techniques
- search logs
- information retrieval
- search engine logs
- exploration exploitation
- reinforcement learning
- user profiles
- user access patterns
- bandit problems
- exploration exploitation tradeoff
- web usage mining
- user interests
- monte carlo
- recommender systems