Concepedia

Two-stage sequential recommendation for side information fusion and long-term and short-term preferences modeling

Jingsheng Lei, Yuexin Li, Shengying Yang, Wenbin Shi, Yi Wu

Journal of Intelligent Information Systems · 2022 · 20 citations · 27 references

Concepts

ComputingComputer ScienceMachine LearningRecommender SystemsCollaborative FilteringHybrid RecommendationOnline RecommendationRecommendation EvaluationRecommendation SystemsSequential RecommendationLong-term Preference ModelingPersonalized Sequential RecommendationSequence-aware RecommendationShort-term Preference Modeling

References

27

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · 2014 · 24.4K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Self-Attentive Sequential Recommendation

Wang-Cheng Kang, Julian McAuley · 2018 · 2.7K citations

Computing, Computer Science, Data Mining +15

Factorizing personalized Markov chains for next-basket recommendation

Steffen Rendle, Christoph Freudenthaler, Lars Schmidt-Thieme · 2010 · 2.7K citations

Computing, Computer Science, Bayesian Data Analysis +15

Fei Sun, Jun Liu, Jian Wu et al. · 2019 · 2.3K citations

Computing, Computer Science, Knowledge Representation +11