Recommender_System

1.[Paper Review] (2008, KDD) Factorization meets the neighborhood: a multifaceted collaborative filtering model

post-thumbnail

2.[Code Review] (2008, KDD) Factorization meets the neighborhood: a multifaceted collaborative filtering model

post-thumbnail

3.[Survey & Code] Deep Learning based Recommender Systems (딥러닝 기반 추천시스템)

post-thumbnail

4.[Paper Review] (2017, Xiangnan He) Neural Collaborative Filtering

post-thumbnail

5.[Code Review] (2017, Xiangnan He) Neural Collaborative Filtering

post-thumbnail

6.[Paper Review] (2019, ACM) Neural Graph Collaborative Filtering

post-thumbnail

7.[Paper Review] (2009, IEEE) Matrix Factorization Techniques for Recommender Systems

post-thumbnail

8.[Paper Review] (2019, AAAI) Session-Based Recommendation with Graph Neural Networks

post-thumbnail

9.[Paper Review] (2018, IEEE) Self-Attentive Sequential Recommendation (SASRec)

post-thumbnail

10.[Code Review] (2018, IEEE) Self-Attentive Sequential Recommendation (SASRec)

post-thumbnail

11.[Paper Review] (2019, ACM) BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representation from Transformer

post-thumbnail

12.[Paper Review] (2018, KDD) Real-time Personalization using Embeddings for Search Ranking at Airbnb

post-thumbnail

13.[Paper Review] (2014, RecSys) Beyond Clicks Dwell Time for Personalization

post-thumbnail

14.[Paper Review] (2015, ACM) Context-Aware Event Recommendation in Event-based Social Networks

post-thumbnail

15.[Paper Review] (2017, Huifeng Guo) DeepFM : A Factorization-Machine based Neural Network for CTR

post-thumbnail

16.[Paper Review] (2018, KDD) Graph Convolutional Neural Networks for Web-Scale Recommender System

post-thumbnail

17.[Paper Review] (2016, Chunqiu Zeng) Online Context-Aware Recommendation with Time Varying Multi-Armed Bandit

post-thumbnail

18.[Survey] Conversational Recommender System

post-thumbnail

19.[Paper Review] (2020, ACM) Time to Shop for Valentine's Day: Shopping Occasions and Sequential Recommendation in E-commerce

post-thumbnail

20.[Paper Review] (2020, Recsys) Long-tail Session-based Recommendation

post-thumbnail

21.[Survey] 추천시스템 라이브러리 비교

post-thumbnail

22.[Paper Review](2020, Ruoxi Wang) DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems

post-thumbnail