Research Article

[Retracted] Social Recommendation System Based on Hypergraph Attention Network

Table 1

Summary of notations.

SymbolDefinitions and descriptions

UUser set
IItem set
VPoint set of hypergraph
EEdge set of hypergraph
dThe size of the embedding vector
XThe embedding vector of hypergraph nodes
ZThe user-item interaction matrix
SThe social relation matrix
The embedding vector representation of all users in the l-th layer
The embedding vector representation of all items in the l-th layer
The basic user embedding vector for hypergraph channels
The basic user embedding vector for explicit social networks
WThe weight in neural network
bThe bias in neural network
The concatenation operator of two vectors