Conference paper Open Access

The Impact of Name-Matching and Blocking on Author Disambiguation

Backes, Tobias

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<oai_dc:dc xmlns:dc="" xmlns:oai_dc="" xmlns:xsi="" xsi:schemaLocation="">
  <dc:creator>Backes, Tobias</dc:creator>
  <dc:description>In this work, we address the problem of blocking in the context of author name disambiguation. We describe a framework that formalizes different ways of name-matching to determine which names could potentially refer to the same author. We focus on name variations that follow from specifying a name with different completeness (i.e. full first name or only initial). We extend this framework by a simple way to define traditional, new and custom blocking schemes. Then, we evaluate different old and new schemes in the Web of Science. In this context we define and compare a new type of blocking schemes. Based on these results, we discuss the question whether name-matching can be used in blocking evaluation as a replacement of annotated author identifiers. Finally, we argue that blocking can have a strong impact on the application and evaluation of author disambiguation.</dc:description>
  <dc:subject>Author Disambiguation</dc:subject>
  <dc:title>The Impact of Name-Matching and Blocking on Author Disambiguation</dc:title>
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