Short-term User Modeling

Short-Term User Modeling is a user modeling approach that captures temporally limited behavioral patterns and contextual interactions within a session or short time window to personalize search results, distinguishing it from long-term modeling by focusing on immediate, ephemeral user intent rather than stable, persistent preferences.

Publications

2.1K

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Personalized Search

Publications

STAMP

Qiao Liu, Yifu Zeng, Refuoe Mokhosi et al. · 2018 · 956 citations

Computing, Computer Science, Human Behavior +15

Neural News Recommendation with Long- and Short-term User Representations

Mingxiao An, Fangzhao Wu, Chuhan Wu et al. · 2019 · 331 citations · Full text

Computing, Computer Science, Machine Learning +15

Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation

Zeping Yu, Jianxun Lian, Ahmad Mahmoody et al. · 2019 · 178 citations · Full text

Computing, Computer Science, Machine Learning +16

Predicting short-term interests using activity-based search context

Ryen W. White, Paul N. Bennett, Susan Dumais · 2010 · 151 citations

Computing, Information Technology, Information Retrieval +16

Adaptation and Evaluation of Recommendations for Short-term Shopping Goals

Dietmar Jannach, Lukas Lerche, Michael Jugovac · 2015 · 115 citations

Computing, Data Science, E-commerce Retailing +16

1–5 of 14

Authors

XX
Xing Xie
Microsoft Research Asia (China), China
2 publications · 509 citations
2
h-index
FW
Fangzhao Wu
Tsinghua University, China
2 publications · 378 citations
2
h-index
CW
Chuhan Wu
Tsinghua University, China
2 publications · 378 citations
2
h-index
ZL
Zheng Liu
Microsoft Research Asia (China), China
1 publications · 331 citations
1
h-index
HY
Han Ye
Zhejiang University, China
1 publications · 41 citations
1
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1–5 of 59

Institutions

1–8 of 24

Venues

Proceedings of the American Society for Information Science and Technology
1 publications · 26 citations
1
h-index
ACM Transactions on Information Systems
1 publications · 115 citations
1
h-index
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
Conference · 1 publications · 47 citations
1
h-index
IEEE Transactions on Neural Networks and Learning Systems
1 publications · 44 citations
1
h-index

1–4