Table 2 Input features.
From: Impact of medical technologies may be predicted using constructed graph bibliometrics
Variable | Description |
|---|---|
Citations per paper | Mean number of citations per paper for papers the author has published |
Δ Citations per paper | Change in the mean number of citations per paper for the author over the preceding 2 years |
Citations per year | Average number of citations per year for papers the author has published |
Maximum citations | Maximum number of citations a paper has received out of all the papers the author has currently published |
Rank citations per year | Rank of the author among all other authors in terms of mean citations per year |
Total citations | Number of citations author has received |
Δ Total citations | Change in the total number of citations for the author over the preceding 2 years |
Total papers | Total number of papers published by the author |
Δ Total papers | Change in the total number of papers over the preceding 2 years |
Citations | Citations collected in the current year |
Adopters | Number of unique citing authors in the current year |
Author age | Number of years since the year of publication of the author’s first paper |
h-index | Author’s h-index |
Δ h-index | Change in the author’s h-index over the past 2 years |
Recent coauthors | Number of coauthors the author has had in the current and immediately preceding year |
Δ Mean journal citations per paper | Two-year change in the mean number of citations per paper of the journals the author has published in |
Mean journal citations per paper | Mean number of citations per paper for the journals the author has published in |
Δ Mean journal h-index | Two-year change in the mean h-index for the journals the author has published in |
Mean journal h-index | Mean h-index for the journals the author has published in |
Mean journal maximum citations | Mean of the maximum number of citations any paper published in a journal has received for each journal the author has published in |
Mean journal rank citations per paper | Rank of journal in which the author has published, as determined by the mean number of citations per paper |
Mean Δ journal total papers | Change in the mean of the total number of papers published in journals the author has published in |
Total journals | Total number of journals published in by the author |
Mean journal total papers | Mean of the total number of papers published in journals the author has published in |
Learned network embedding | Unsupervised embedding of local network structure calculated via application of the node2vec algorithm on the citation graph |
Time-rescaled node centrality | Time-balanced network centrality calculated using the full citation network |
Unweighted PageRank | PageRank score of author, calculated on the unweighted coauthorship network |
Weighted PageRank | PageRank score of author, calculated on the weighted coauthorship network |
