LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation.
Dang Minh NguyenChenfei WangYan ShenYifan ZengPublished in: CoRR (2023)
Keyphrases
- spanning tree
- neural network
- personalized recommendation
- user preferences
- image database
- weighted graph
- image retrieval
- real world
- recommender systems
- pattern recognition
- information retrieval systems
- small scale
- cold start problem
- item recommendation
- cold start
- multimedia collections
- relevance feedback
- retrieval method
- making recommendations
- recommendation algorithms
- retrieval systems
- artificial neural networks
- video collections
- collaborative filtering
- recurrent neural networks
- multimedia databases
- retrieval model
- test collection
- fuzzy logic
- genetic algorithm
- information retrieval
- user feedback
- user behavior
- user ratings
- long tail
- back propagation
- random walk
- personal preferences
- latent factor models
- hybrid recommendation