Interleaved snowballing: Reducing the workload of literature curators

Fuente: arXiv
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Autor principal: Stephan, Ralf
Formato: Preprint
Publicado: 2024
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author Stephan, Ralf
author_facet Stephan, Ralf
contents We formally define the literature (reference) snowballing method and present a refined version of it. We show that the improved algorithm can substantially reduce curator work, even before application of text classification, by reducing the number of candidates to classify. We also present a desktop application named LitBall that implements this and other literature collection methods, through access to the Semantic Scholar academic graph (S2AG).
format Preprint
id arxiv_https___arxiv_org_abs_2402_08339
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Interleaved snowballing: Reducing the workload of literature curators
Stephan, Ralf
Digital Libraries
H.3.7
We formally define the literature (reference) snowballing method and present a refined version of it. We show that the improved algorithm can substantially reduce curator work, even before application of text classification, by reducing the number of candidates to classify. We also present a desktop application named LitBall that implements this and other literature collection methods, through access to the Semantic Scholar academic graph (S2AG).
title Interleaved snowballing: Reducing the workload of literature curators
topic Digital Libraries
H.3.7
url https://arxiv.org/abs/2402.08339