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Table 5 Single DNN settings

From: Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization

Dataset

Parameter

Value

TripAdvisor

User and item embedding vector size

256

Hidden layers

[512 → 256 → 128 → 64 → 32 → 16 → 8]

Output layer

1

Batch size

512

Movies dataset

User and item embedding vector size

128

Hidden layers

[256 → 128 → 64 → 32 → 16 → 8]

Output layer

1

Batch size

64