53 citations
- Seoul National UniversityKR2 papers
- Yonsei UniversityKR2 papers
- Electronics and Telecommunications Research InstituteKR1 paper
- Gwangju Institute of Science and TechnologyKR1 paper
- Korea UniversityKR1 paper
- Sejong UniversityKR1 paper
- Seoul National University Bundang HospitalKR1 paper
- Soonchunhyang UniversityKR1 paper
- Sungkyunkwan UniversityKR1 paper
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cs.IR2021
CITIES: Contextual Inference of Tail-Item Embeddings for Sequential Recommendation
Seongwon Jang, Hoyeop Lee, Hyunsouk Cho +1
Sequential recommendation techniques provide users with product recommendations fitting their current preferences by handling dynamic user preferences over time. Previous studies h…
cs.IR2019★ 53 cited
MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation
Hoyeop Lee, Jinbae Im, Seongwon Jang +2
This paper proposes a recommender system to alleviate the cold-start problem that can estimate user preferences based on only a small number of items. To identify a user's preferen…