Research Article
Content-Enhanced Network Embedding for Academic Collaborator Recommendation
| | Input: the academic collaborator network , the text information set of all researchers , , top- | | | Output: the top- list for a target researcher | | : | | (1) | fordo | | (2) | calculate by equation (3) | | (3) | end for | | (4) | fordo | | (5) | for, do | | (6) | calculate by equation (4) | | (7) | end for | | (8) | choice similar researchers for | | (9) | end for | | (10) | construct | | (11) | map into a low-dimensional space to get latent representation X of all researchers | | (12) | : | | (13) | fordo | | (14) | for, do | | (15) | calculate by equation (4) | | (16) | end for | | (17) | top- most similar collaborator for | | (18) | end for |
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