[paper review] Wide&Deep Learning for Recommendation Systems

1. Introduction

App 추천 시스템의 overview

2. Wide & Deep learning

Wide model

cf. cross-product transformation

Deep model

Joint training of wide & deep model

Prediction of wide & deep model

3. System Implementation

App 추천 파이프라인

4. Conclusion

모델 성능 (A/B testing)

Contribution

Reference

https://www.youtube.com/watch?v=hKoJPqWLrI4
https://leehyejin91.github.io/post-wide_n_deep/
https://soobarkbar.tistory.com/131