Search Results for author: Taeri Kim

Found 4 papers, 4 papers with code

VITA: 'Carefully Chosen and Weighted Less' Is Better in Medication Recommendation

1 code implementation19 Dec 2023 Taeri Kim, Jiho Heo, Hongil Kim, Kijung Shin, Sang-Wook Kim

While there exist a number of recommender systems designed for this problem, we point out that they are challenged in accurately capturing the relation (spec., the degree of relevance) between the current and each of the past visits for the patient when obtaining her current health status, which is the basis for recommending medications.

Recommendation Systems

MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation

1 code implementation15 Dec 2023 Yungi Kim, Taeri Kim, Won-Yong Shin, Sang-Wook Kim

In this paper, we focus on multimedia recommender systems using graph convolutional networks (GCNs) where the multimodal features as well as user-item interactions are employed together.

Multimedia recommendation

Linear, or Non-Linear, That is the Question!

2 code implementations14 Nov 2021 Taeyong Kong, Taeri Kim, Jinsung Jeon, Jeongwhan Choi, Yeon-Chang Lee, Noseong Park, Sang-Wook Kim

To our knowledge, we are the first who design a hybrid method and report the correlation between the graph centrality and the linearity/non-linearity of nodes.

Collaborative Filtering Recommendation Systems

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