A General Framework for Content-enhanced Network Representation Learning
Table 5: Performance on Zhihu-Profession.
['Algorithm Structure', 'Algorithm DW', '10% 47.47', '20% 48.26', '30% 49.05', '40% 49.45', '50% 50.47', '60% 51.09', '70% 51.72', '80% 52.93', '90% 51.48']
The proposed CENE consistently and significantly outperforms both structure-based and content-based methods on all different datasets and most training rations, demonstrating the efficacy of our approach.