Title
Computational authorship verification method attributes a new work to a major 2nd century African author Computational authorship verification method attributes a new work to a major 2nd century African author
Author
Faculty/Department
Faculty of Arts. Linguistics and Literature
Publication type
article
Publication
New York, N.Y. :Wiley ,
Subject
Documentation and information
Computer. Automation
Source (journal)
Journal of the Association for Information Science and Technology. - New York, N.Y., 2014, currens
Volume/pages
67(2016) :1 , p. 239-242
ISSN
2330-1635
ISI
000368340100017
Carrier
E
Target language
English (eng)
Full text (Publishers DOI)
Affiliation
University of Antwerp
Abstract
We discuss a real-world application of a recently proposed machine learning method for authorship verification. Authorship verification is considered an extremely difficult task in computational text classification, because it does not assume that the correct author of an anonymous text is included in the candidate authors available. To determine whether 2 documents have been written by the same author, the verification method discussed uses repeated feature subsampling and a pool of impostor authors. We use this technique to attribute a newly discovered Latin text from antiquity (the Compendiosa expositio) to Apuleius. This North African writer was one of the most important authors of the Roman Empire in the 2(nd) century and authored one of the world's first novels. This attribution has profound and wide-reaching cultural value, because it has been over a century since a new text by a major author from antiquity was discovered. This research therefore illustrates the rapidly growing potential of computational methods for studying the global textual heritage.
E-info
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000368340100017&DestLinkType=RelatedRecords&DestApp=ALL_WOS&UsrCustomerID=ef845e08c439e550330acc77c7d2d848
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000368340100017&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=ef845e08c439e550330acc77c7d2d848
https://repository.uantwerpen.be/docman/iruaauth/7b6106/131551.pdf
Full text (open access)
https://repository.uantwerpen.be/docman/irua/69f5b1/131551_2015_07_01.pdf
E-info
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