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This emphasis also puts universities that are more focused on the arts and humanities at a disadvantage due to the heavy weighting of citations to measure research influence.
The more recently introduced Eigenfactor metrics achieved an importance-based weighting of citations by an approach similar to the PageRank Algorithm of Google [ 8, 14].
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In contrast, the recently developed Eigenfactor™ (EF), which ranks journals according to the number and weight of incoming citations, attempts to adjust for differences in "citation culture" between journals and across fields, and may provide an enhanced level of discrimination [8].
In particular, we assess the effect of weighting the importance of citation terms (found in the citation contexts) according to two aspects: (i) the section of the paper they appear in and (ii) their distance to the citation marker.
Specifically, we used Google Scholar to weight each estimate for the number of citations.16 The weighted least square estimation of the baseline sample is reported in columns XVI to XVIII in Table 6.
The EF is calculated based on a complex algorithm that takes into account not only the quantity of citations but also their "quality" by assigning weights to the source of the citations.
The weight or stroke of the arrow lines pointing to a given source corresponds to the cumulative number of citations that rely on that source for information.
They receive a disproportionate number of citations.
Number of citations; 4.
The mean number of citations was 235.0 ± 126.5; the mean citation index was 9.9 ± 6.1 citations per year.
2004 Number of citations by December 27th.
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