Concepedia

MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information

Honglin Shu, Fu-Lai Chung, Da Lin

Information Sciences · 2022 · 15 citations · 30 references

Concepts

ComputingComputer ScienceData MiningMachine LearningRecommender SystemsCold-start RecommendationCollaborative FilteringGraph-based LearningMeta-learningRecommendation SystemsCold-start ProblemGraph-based Cold-start RecommendationMeta-learning For RecommendationOptimization-based Meta-learningRepresentation Learning For Cold-startUser Cold-start Recommendation

References

30

Neural Collaborative Filtering

Xiangnan He, Lizi Liao, Hanwang Zhang et al. · 2017 · 6.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Prototypical Networks for Few-shot Learning

Jake Snell, Kevin Swersky, Richard S. Zemel · arXiv (Cornell University) · 2017 · 5.2K citations · Full text

Computing, Computer Science, Computer Vision +13

Formal Semantics for Kolmogorov-Arnold Network Representations of Operational Games

Zenodo (CERN European Organization for Nuclear Research) · 2025 · 3.5K citations · Full text

Computing, Computer Science, Knowledge Representation +16

Neural Graph Collaborative Filtering

2019 · 3K citations · Full text

Computing, Computer Science, Feature Engineering +14

Neural Message Passing for Quantum Chemistry

Justin Gilmer, Samuel S. Schoenholz, Patrick Riley et al. · arXiv (Cornell University) · 2017 · 3K citations · Full text

Natural Sciences, Chemistry, Materials Science +14