Research Article

Recommendation Algorithm in Double-Layer Network Based on Vector Dynamic Evolution Clustering and Attention Mechanism

Table 1

Notations and explanations.

NotationsExplanations

The number of users
The number of items
Attribute vector of user
Attribute vector of item
Original score of user to item
Rating time of user to item
Attribute similarity between users and
Rating similarity between users and
Similarity matrix between users
Attribute similarity between items and
Rating similarity between items and
Similarity matrix between items
Attention matrix of user to item
Attention matrix of item to user
State vector of user node at time
State vector of item node at time