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Kim Jeong Ho's Projects

enhanced_movielens_recommender icon enhanced_movielens_recommender

A project focused on preprocessing the MovieLens dataset and optimizing the BPR loss function to improve movie recommendation system performance. This work redefines positive/negative sample criteria and introduces effective learning methods for imbalanced data.

forestore_client icon forestore_client

Forestore는 재고 관리의 어려움으로 인해 소비자가 필요할 때 물품이 없거나 많은 물품이 남아 폐기해야하는 문제를 효과적으로 해결하기 위해 만들어진 재고량 예측을 통해 재고 관리를 효율적으로 할 수 있는 서비스입니다.

gatircrwr icon gatircrwr

Experiments to solve deep network problems in GNNs based on GAT

movie_recommendation icon movie_recommendation

This is a movie recommendation system based on bipartite graphs that uses the IMDB and TMDB dataset to recommend movies to users based on movie similarity and user preferences using graph representation learning.

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