E frequency of distinct author names that share precisely the same Orcid ID. It represents Orcid IDs which might be present in a lot more than 1 author name entry, resulting from author name variation.Each of these troubles are the result of each the processing and parsing tasks, that are extremely prevalent for such data variety. Appendix B. Tabulated Results for Ambiguous Node Identification As discussed in Section four.two.two, we argued that the top metric for evaluating the job was NDCG. Nonetheless, as quite a few approaches make use of the classical binary classification metrics, we present below detailed benefits of the experiments.Appl. Sci. 2021, 11,27 ofTable A1. Ethyl Vanillate site Performance evaluation for AUC score, DCG and F1-score on multiple datasets for our FONDUE-NDA compared with other baselines. Note that for some datasets with a Tianeptine sodium salt Technical Information modest quantity of nodes, we did not perform any contraction for 0.001 as the variety of contracted nodes in this case is quite little, as a result we replaced the values for all those strategies by “-“.Ambiguity Rate Technique fb-sc fb-pp e mail student lesmis polbooks ppi netscience GrQc CondMat HepTh cm05 cm03 fb-sc fb-pp e mail student lesmis polbooks ppi netscience GrQc CondMat HepTh cm05 cm03 fb-sc fb-pp e mail student lesmis polbooks ppi netscience GrQc CondMat HepTh cm05 cm03 FONDUENC NDA 0.951 0.871 0.768 0.785 0.833 0.952 0.746 0.933 0.872 0.861 0.853 0.867 0.875 56.843 216.187 16.150 eight.481 three.297 four.415 43.601 9.324 52.236 199.255 93.870 320.094 253.117 0.744 0.476 0.388 0.410 0.571 0.700 0.265 0.595 0.398 0.395 0.397 0.409 0.424 0.793 0.720 0.491 0.555 0.556 0.590 0.559 0.877 0.807 0.837 0.754 0.852 0.851 57.324 198.421 13.644 7.243 2.073 two.746 38.479 8.255 49.072 197.187 87.125 316.111 247.685 0.856 0.327 0.227 0.226 0.297 0.288 0.075 0.517 0.352 0.418 0.279 0.451 0.449 ten CC 0.163 0.744 0.280 0.549 0.366 0.308 0.641 0.807 0.796 0.797 0.780 0.811 0.815 45.767 197.420 12.779 6.196 1.816 two.427 41.609 7.696 48.513 194.376 89.909 310.849 242.945 0.759 0.315 0.190 0.139 0.223 0.260 0.226 0.441 0.322 0.343 0.329 0.366 0.369 Degree 0.737 0.724 0.730 0.724 0.757 0.841 0.726 0.805 0.740 0.757 0.743 0.754 0.758 46.226 193.395 14.533 7.105 two.262 three.170 42.611 7.594 46.eight 188.157 86.928 299.216 234.606 0.251 0.247 0.277 0.266 0.331 0.284 0.245 0.368 0.251 0.280 0.273 0.267 0.279 FONDUENC NDA 0.968 0.895 0.862 0.878 – 1.000 0.792 0.952 0.890 0.867 0.861 0.889 0.886 8.504 24.629 two.249 0.845 – 1.000 4.504 1.083 6.797 21.936 ten.935 34.507 28.164 0.550 0.188 0.111 0.333 – 1.000 0.079 0.333 0.171 0.089 0.128 0.099 0.124 0.836 0.699 0.587 0.316 – 0.813 0.555 0.821 0.812 0.839 0.746 0.867 0.843 9.709 20.177 1.297 0.698 – 0.310 three.778 0.806 5.041 20.186 eight.754 32.485 25.558 0.748 0.092 0.017 0.107 – 0.24 0.007 0.093 0.102 0.094 0.054 0.131 0.127 1 CC 0.517 0.762 0.380 0.708 – 0.327 0.647 0.669 0.785 0.810 0.775 0.815 0.822 six.313 20.028 1.124 0.501 – 0.267 4.086 0.688 4.928 19.841 9.299 32.009 24.903 0.528 0.029 0.006 0.013 – 0.04 0.013 0.053 0.041 0.036 0.062 0.045 0.042 Degree 0.713 0.726 0.736 0.839 – 0.877 0.739 0.842 0.719 0.744 0.733 0.758 0.742 four.695 19.358 1.317 0.548 – 0.318 four.152 0.613 four.676 18.982 8.829 29.989 23.652 0.065 0.028 0.022 0.04 – 0.12 0.018 0.013 0.041 0.033 0.047 0.026 0.031 FONDUENC NDA 0.989 0.888 – – – – 0.943 – 0.944 0.873 0.902 0.910 0.909 1.738 two.798 – – – 0.414 – 0.639 2.663 1.286 four.871 two.861 0.250 0.045 – – – – 0 – 0 0.095 0.125 0.111 0.037 0.936 0.673 – – – – 0.522 – 0.794 0.840 0.741 0.870 0.818 1.371 2.005 – – – 0.294 – 0.499 two.017 0.796 three.230 two.537 0.300 0.074 – – – – 0.
