Research Article
Unsupervised Community Detection Algorithm Based on Graph Convolution Network and Social Media
Table 2
Comparison of algorithm robustness.
| Dataset | Standard deviation | Ref. [11] | Ref. [14] | Ref. [17] | Proposed algorithm |
| Flixster | recall | 0.212 | 0.169 | 0.095 | 0.037 | precision | 0.128 | 0.106 | 0.081 | 0.066 | F1 | 0.187 | 0.134 | 0.072 | 0.044 |
| Douban | recall | 0.236 | 0.179 | 0.101 | 0.042 | precision | 0.115 | 0.097 | 0.078 | 0.067 | F1 | 0.224 | 0.142 | 0.069 | 0.048 |
| Yelp | recall | 0.141 | 0.126 | 0.067 | 0.039 | precision | 0.103 | 0.101 | 0.087 | 0.063 | F1 | 0.102 | 0.094 | 0.065 | 0.040 |
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