G |
The attributed academic collaboration network |
V |
The set of all scholars |
E |
The set of relationship between scholars |
S |
The weight of edge |
A |
Scholar attribute matrix |
X |
Adjacency matrix of multi-relational networks |
Y |
Final scholar embedding matrix |
d |
Scholar embedding dimension |
da |
Scholar attribute embedding dimension |
xi,
{{{\boldsymbol{\hat x}}}_{\boldsymbol{i}}}
|
The input data and reconstructed data |
W(k), Ŵ(k) |
The k-th layer weight matrix |
b(k),
{{{\boldsymbol{\hat b}}}^{{\boldsymbol{(k)}}}}
|
The k-th layer biases |