Conference paper Open Access

The Impact of Name-Matching and Blocking on Author Disambiguation

Backes, Tobias


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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p>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.</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Gesis Leibniz Institute for the Social Sciences", 
      "@type": "Person", 
      "name": "Backes, Tobias"
    }
  ], 
  "headline": "The Impact of Name-Matching and Blocking on Author Disambiguation", 
  "image": "https://zenodo.org/static/img/logos/zenodo-gradient-round.svg", 
  "datePublished": "2018-10-22", 
  "url": "https://zenodo.org/record/2606910", 
  "keywords": [
    "Author Disambiguation", 
    "Blocking", 
    "Name-Matching"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.1145/3269206.3271699", 
  "@id": "https://doi.org/10.1145/3269206.3271699", 
  "@type": "ScholarlyArticle", 
  "name": "The Impact of Name-Matching and Blocking on Author Disambiguation"
}
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