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An author's photograph, a Home Page URL, and an email may be added, deleted or edited. The initial release of the Author Edit Screen is open to anyone in the community with an ACM account, but it is limited to personal information. For a definition of ACM's first set of publication statistics, see Bibliometrics With ACM's first cut at author name normalization in place, the distribution of our authors with 1, 2, 3.n publications does not match Lotka's Law precisely, but neither is the distribution curve far off.
According to this bibliometric law of scientific productivity, only a very small percentage (~6%) of authors in a field will produce more than 10 articles while the majority (perhaps 60%) will have but a single article published.
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Hence it is clear that manual intervention based on human knowledge is required to perfect algorithmic results. With very common family names, typical in Asia, more liberal algorithms result in mistaken merges.Īutomatic normalization of author names is not exact. Many bibliographic records have only author initials. The more conservative the merging algorithms, the more bits of evidence are required before a merge is made, resulting in greater precision but lower recall of works for a given Author Profile.
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Of equal importance to ACM, author name normalization is also one critical prerequisite to building accurate citation and download statistics.