Modeling the impact of short- and long-term behavior on search personalization
Modeling the impact of short- and long-term behavior on search personalization
Paul N. Bennett,Ryen W. White,4 Authors,Xiaoyuan Cui
2012 · DOI: 10.1145/2348283.2348312
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 345 Citations
TLDR
This first study to assess how short-term (session) behavior and long- term (historic) behavior interact, and how each may be used in isolation or in combination to optimally contribute to gains in relevance through search personalization finds historic behavior provides substantial benefits at the start of a search session.
