2018
DOI: 10.3390/app8122591
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Issue-Based Clustering of Scholarly Articles

Abstract: Featured Application: The technique presented in the paper can be used to build an issue-based clustering system, which is essential for exploration and curation of research issues and their findings reported in scientific literature. Abstract:A scholarly article often discusses multiple research issues. The clustering of scholarly articles based on research issues can facilitate analyses of related articles on specific issues in scientific literature. It is a task of overlapping clustering, as an article may … Show more

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Cited by 1 publication
(6 citation statements)
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“…The main ideas of BCCCC are illustrated in Figure 1, which also highlights main ideas of BC and its two variants IBS (Issue-Based Similarity [9]) and DBC (DescriptiveBC [10]). BC estimates the similarity between two articles a 1 and a 2 by considering whether they cite the same references, i.e., Type I similarity in Figure 1.…”
Section: Development Of Bccccmentioning
confidence: 99%
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“…The main ideas of BCCCC are illustrated in Figure 1, which also highlights main ideas of BC and its two variants IBS (Issue-Based Similarity [9]) and DBC (DescriptiveBC [10]). BC estimates the similarity between two articles a 1 and a 2 by considering whether they cite the same references, i.e., Type I similarity in Figure 1.…”
Section: Development Of Bccccmentioning
confidence: 99%
“…All the associations in CTD were downloaded in August 2017. As in [9], we exclude those associations that are not supported by direct evidence (i.e., those diseases that have no 'marker/mechanism' or 'therapeutic' relations to chemicals or genes). Each association has scientific articles that have been confirmed (by CTD experts) to be focusing on the association.…”
Section: Experimental Datamentioning
confidence: 99%
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