2014
DOI: 10.1007/978-3-319-08425-1_3
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Tagging Scientific Publications Using Wikipedia and Natural Language Processing Tools

Abstract: Abstract. In this work, we compare two simple methods of tagging scientific publications with labels reflecting their content. As a first source of labels Wikipedia is employed, second label set is constructed from the noun phrases occurring in the analyzed corpus. We examine the statistical properties and the effectiveness of both approaches on the dataset consisting of abstracts from 0.7 million of scientific documents deposited in the ArXiv preprint collection. We believe that obtained tags can be later on … Show more

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Cited by 3 publications
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“…This paper contains an extended version of the material presented on the Linking and Contextualizing Publications and Datasets Workshop, during the conference Theory and Practice of Digital Libraries 2013 [18].…”
Section: Introductionmentioning
confidence: 99%
“…This paper contains an extended version of the material presented on the Linking and Contextualizing Publications and Datasets Workshop, during the conference Theory and Practice of Digital Libraries 2013 [18].…”
Section: Introductionmentioning
confidence: 99%