Table 4. Algorithms are compared against k-BC (k=3). Columns represent Spearman’s correlation, Euclidean distance, top-10 and top- n analysis respectively.
| ek-BC | ak-BC |
| SP | Euc | 10 | n | SP | Euc | 10 | n |
Twitter | 1 | 1.82E-03 | 10.0/10 | 285.0/285 | 0.68 | 1.77E-03 | 10.0/10 | 285.0/285 |
Amazon | 0.89 | 5.14E-06 | 9.4/10 | 521.0/578 | 0.07 | 6.81E-05 | 3.0/10 | 59.0/578 |
US patent | 0.81 | 1.43E-06 | 9.0/10 | 1,149.8/1,942 | 0.02 | 5.91E-05 | 0.2/10 | 11.6/1942 |
Co-papers Citeseer | 0.99 | 4.94E-05 | 10.0/10 | 650.2/658 | 0.27 | 3.47E-04 | 7.6/10 | 281.2/658 |
Co-papers DBLP | 0.99 | 8.09E-05 | 10.0/10 | 729.4/735 | 0.31 | 4.72E-04 | 10.0/10 | 388.8/735 |
World wide web | 0.91 | 2.63E-04 | 10.0/10 | 453.8/570 | 0.17 | 2.69E-04 | 9.6/10 | 336.2/570 |