General-Purpose User Modeling with Behavioral Logs: A Snapchat Case Study.
Qixiang FangZhihan ZhouFrancesco BarbieriYozen LiuLeonardo NevesDong NguyenDaniel L. OberskiMaarten W. BosRon DotschPublished in: SIGIR (2024)
Keyphrases
- user modeling
- general purpose
- case study
- special purpose
- user model
- user interface
- user profiles
- information retrieval
- domain specific
- recommender systems
- programming language
- human behavior
- application specific
- web search
- adaptive systems
- software development
- adaptive hypermedia
- information filtering
- log data
- business process
- tightly coupled
- recommendation systems
- collaborative filtering
- real world
- log analysis
- log files
- machine learning
- user interests
- user preferences
- design process
- information retrieval systems
- relevance feedback
- data analysis
- data sets