69 citations · 193 across the 8 of their papers we have counts for
11 papers
Generating automatically labeled data for author name disambiguation: An iterative clustering method
Jinseok Kim, Jinmo Kim, Jason Owen-Smith
To train algorithms for supervised author name disambiguation, many studies have relied on hand-labeled truth data that are very laborious to generate. This paper shows that labele…
Over-time measurement of triadic closure in coauthorship networks
Jinseok Kim, Jana Diesner
Applying the concept of triadic closure to coauthorship networks means that scholars are likely to publish a joint paper if they have previously coauthored with the same people. Pr…
Formational bounds of link prediction in collaboration networks
Jinseok Kim, Jana Diesner
Link prediction in collaboration networks is often solved by identifying structural properties of existing nodes that are disconnected at one point in time, and that share a link l…
A fast and integrative algorithm for clustering performance evaluation in author name disambiguation
Jinseok Kim
Author name disambiguation results are often evaluated by measures such as Cluster-F, K-metric, Pairwise-F, Splitting & Lumping Error, and B-cubed. Although these measures have dis…
Effect of forename string on author name disambiguation
Jinseok Kim, Jenna Kim
In author name disambiguation, author forenames are used to decide which name instances are disambiguated together and how much they are likely to refer to the same author. Despite…
ORCID-linked labeled data for evaluating author name disambiguation at scale
Jinseok Kim, Jason Owen-Smith
How can we evaluate the performance of a disambiguation method implemented on big bibliographic data? This study suggests that the open researcher profile system, ORCID, can be use…