Latent Factor Models with CNN

Based on the following lectures (1) “Recommendation System Design (2024-1)” by Prof. Ha Myung Park, Dept. of Artificial Intelligence. College of SW, Kookmin Univ. (2) "Recommender System ...

May 8, 2024 RECOMMENDER SYSTEM, 2.mlp based collaborative filtering

Distance Embedding based Latent Factor Model

Apr 24, 2024 RECOMMENDER SYSTEM, 2.mlp based collaborative filtering

Semi-Dual Embedding based Latent Factor Model

Apr 10, 2024 RECOMMENDER SYSTEM, 2.mlp based collaborative filtering

Dual Embedding based Latent Factor Models

Mar 27, 2024 RECOMMENDER SYSTEM, 2.mlp based collaborative filtering

History Embedding based Latent Factor Models

Mar 13, 2024 RECOMMENDER SYSTEM, 2.mlp based collaborative filtering

ID Embedding based Latent Factor Model

Feb 29, 2024 RECOMMENDER SYSTEM, 2.mlp based collaborative filtering

Deep Learning based Collaborative Filtering

Zhang, S., Yao, L., Sun, A., & Tay, Y. (2019). <a href="https://doi.org/10.1145/3285029">Deep learning based recommender system: A survey and new perspectives.</a> ACM computing surv...

Feb 15, 2024 RECOMMENDER SYSTEM, 2.mlp based collaborative filtering

Collaborative Filtering

Feb 1, 2024 RECOMMENDER SYSTEM, 1.recsys basic

What? Recommender System

Jan 18, 2024 RECOMMENDER SYSTEM, 1.recsys basic

Recurrent Neural Networks

Based on the following lectures (1) “Intro. to Deep Learning (2023-2)” by Prof. Seong Man An, Dept. of Data Science, The Grad. School, Kookmin Univ. (2) “Text Analytics (2024-1)” by Prof....

Jan 14, 2024 DATA MINING TECHS, 4.machine learning

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