Notation | Description |
---|---|
The attributed academic collaboration network | |
The set of all scholars | |
The set of relationship between scholars | |
The weight of edge | |
Scholar attribute matrix | |
Adjacency matrix of multi-relational networks | |
Final scholar embedding matrix | |
Scholar embedding dimension | |
Scholar attribute embedding dimension | |
The input data and reconstructed data | |
The |
|
The |
Datasets | # of Nodes | # of Links |
---|---|---|
Aminer | 7,436 | 11,568 |
APS | 5,102 | 39,333 |