Reference information extraction and processing using conditional random fields

Groza, Tudor, Grimnes, Gunnar AAstrand and Handschuh, Siegfried (2012) Reference information extraction and processing using conditional random fields. Information Technology and Libraries, 31 2: 6-20.

Attached Files (Some files may be inaccessible until you login with your UQ eSpace credentials)
Name Description MIMEType Size Downloads
UQ317165_OA.pdf Full text (open access) application/pdf 1.62MB 4
Author Groza, Tudor
Grimnes, Gunnar AAstrand
Handschuh, Siegfried
Title Reference information extraction and processing using conditional random fields
Journal name Information Technology and Libraries   Check publisher's open access policy
ISSN 0730-9295
Publication date 2012
Year available 2012
Sub-type Article (original research)
Open Access Status File (Publisher version)
Volume 31
Issue 2
Start page 6
End page 20
Total pages 15
Place of publication Chicago, IL United States
Publisher American Library Association
Collection year 2013
Language eng
Subject 1710 Information Systems
3309 Library and Information Sciences
Formatted abstract
Fostering both the creation and the linking of data with the scope of supporting the growth of the Linked Data Web requires us to improve the acquisition and extraction mechanisms of the underlying semantic metadata. This is particularly important for the scientific publishing domain, where currently most of the datasets are being created in an author-driven, manual manner. In addition, such datasets capture only fragments of the complete metadata, omitting usually, important elements such as the references, although they represent valuable information. In this paper we present an approach that aims at dealing with this aspect of extraction and processing of reference information. The experimental evaluation shows that, currently, our solution handles very well diverse types of reference format, thus making it usable for, or adaptable to, any area of scientific publishing.
Keyword Data
Linked data
Q-Index Code C1
Q-Index Status Provisional Code
Institutional Status UQ

Document type: Journal Article
Sub-type: Article (original research)
Collections: Non HERDC
School of Information Technology and Electrical Engineering Publications
Version Filter Type
Citation counts: TR Web of Science Citation Count  Cited 1 times in Thomson Reuters Web of Science Article | Citations
Scopus Citation Count Cited 0 times in Scopus Article
Google Scholar Search Google Scholar
Created: Thu, 28 Nov 2013, 06:36:05 EST by System User on behalf of School of Information Technol and Elec Engineering