Automatically Determining Versions of Scholarly Articles

Scholarly and Research Communication

View Publication Info
 
 
Field Value
 
Title Automatically Determining Versions of Scholarly Articles
 
Creator Rothchild, Daniel
Shieber, Stuart
 
Subject
Article versions; Document classification; Open access; Tools; Workflow management

 
Description Background: Repositories of scholarly articles should provide authoritative information about the materials they distribute and should distribute those materials in keeping with pertinent laws. To do so, it is important to have accurate information about the versions of articles in a collection.Analysis: This article presents a simple statistical model to classify articles as author manuscripts or versions of record, with parameters trained on a collection of articles that have been hand-annotated for version. The algorithm achieves about 94 percent accuracy on average (cross-validated).Conclusion and implications: The average pairwise annotator agreement among a group of experts was 94 percent, showing that the method developed in this article displays performance competitive with human experts.
 
Publisher Canadian Institute for Studies in Publishing Press
 
Contributor Harvard University
 
Date 2017-03-22
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
research-article

 
Format application/pdf
text/html
 
Identifier http://src-online.ca/index.php/src/article/view/268
10.22230/src.2017v8n1a268
 
Source Scholarly and Research Communication; Vol 8, No 1 (2017)
1923-0702
 
Language eng
 
Relation http://src-online.ca/index.php/src/article/view/268/510
http://src-online.ca/index.php/src/article/view/268/511
http://src-online.ca/index.php/src/article/downloadSuppFile/268/458
http://src-online.ca/index.php/src/article/downloadSuppFile/268/459
http://src-online.ca/index.php/src/article/downloadSuppFile/268/460
http://src-online.ca/index.php/src/article/downloadSuppFile/268/461
http://src-online.ca/index.php/src/article/downloadSuppFile/268/462
http://src-online.ca/index.php/src/article/downloadSuppFile/268/463
 
Coverage


 
Rights Copyright (c) 2017 Scholarly and Research Communication
 

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