RhinoSec - Repository of the Faculty of Security Studies
University of Belgrade, Faculty of Security Studies
    • English
    • Српски
    • Српски (Serbia)
  • English 
    • English
    • Serbian (Cyrillic)
    • Serbian (Latin)
  • Login
View Item 
  •   RhinoSec
  • FB
  • Radovi istraživača
  • View Item
  •   RhinoSec
  • FB
  • Radovi istraživača
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

Enhancing a core journal collection for digital libraries

Authorized Users Only
2010
Authors
Kovačević, Ana
Devedžić, Vladan
Pocajt, Viktor
Article (Published version)
Metadata
Show full item record
Abstract
Purpose - This paper aims to address the problem of enhancing the selection of titles offered by a digital library, by analysing the differences in these titles when they are cited by local authors in their publications and when they are listed in the digital library offer. Design/methodology/approach - Text mining techniques were used to identify duplicate references. Moreover, the process of identifying syntactically different data was improved with the automated discovery of thesauri from correctly matched data, and the generated thesaurus was further used in semantic clustering. The results were effectively visually represented. Findings - The paper finds that the function based on the Jaro-Winkler algorithm may be efficiently used in the de-duplication process. A generated thesaurus that utilises domain-specific knowledge can also be used in the semantic clustering of references. It was shown that semantic clustering may be most useful in partitioning data, which is particularly s...ignificant when dealing with large amounts of data, which is usually the case. Moreover, those references that have the same or similar scores may be considered as candidate matches in the further de-duplication process. Finally, it proved to be a more efficient way of visually representing the results. Originality/value - This function can be implemented to enhance the selection of titles to be offered by a digital library, in terms of making that offer more compliant with what the library users frequently cite.

Keywords:
Digital libraries / Data collection / Semantics / Databases / Serbia
Source:
Program-Electronic Library and Information Systems, 2010, 44, 2, 132-148
Publisher:
  • Emerald Group Publishing Ltd, Bingley

DOI: 10.1108/00330331011039490

ISSN: 0033-0337

WoS: 000278730000005

Scopus: 2-s2.0-77951461149
[ Google Scholar ]
1
1
URI
https://rhinosec.fb.bg.ac.rs/handle/123456789/84
Collections
  • Radovi istraživača
Institution/Community
FB
TY  - JOUR
AU  - Kovačević, Ana
AU  - Devedžić, Vladan
AU  - Pocajt, Viktor
PY  - 2010
UR  - https://rhinosec.fb.bg.ac.rs/handle/123456789/84
AB  - Purpose - This paper aims to address the problem of enhancing the selection of titles offered by a digital library, by analysing the differences in these titles when they are cited by local authors in their publications and when they are listed in the digital library offer. Design/methodology/approach - Text mining techniques were used to identify duplicate references. Moreover, the process of identifying syntactically different data was improved with the automated discovery of thesauri from correctly matched data, and the generated thesaurus was further used in semantic clustering. The results were effectively visually represented. Findings - The paper finds that the function based on the Jaro-Winkler algorithm may be efficiently used in the de-duplication process. A generated thesaurus that utilises domain-specific knowledge can also be used in the semantic clustering of references. It was shown that semantic clustering may be most useful in partitioning data, which is particularly significant when dealing with large amounts of data, which is usually the case. Moreover, those references that have the same or similar scores may be considered as candidate matches in the further de-duplication process. Finally, it proved to be a more efficient way of visually representing the results. Originality/value - This function can be implemented to enhance the selection of titles to be offered by a digital library, in terms of making that offer more compliant with what the library users frequently cite.
PB  - Emerald Group Publishing Ltd, Bingley
T2  - Program-Electronic Library and Information Systems
T1  - Enhancing a core journal collection for digital libraries
VL  - 44
IS  - 2
SP  - 132
EP  - 148
DO  - 10.1108/00330331011039490
UR  - conv_396
ER  - 
@article{
author = "Kovačević, Ana and Devedžić, Vladan and Pocajt, Viktor",
year = "2010",
abstract = "Purpose - This paper aims to address the problem of enhancing the selection of titles offered by a digital library, by analysing the differences in these titles when they are cited by local authors in their publications and when they are listed in the digital library offer. Design/methodology/approach - Text mining techniques were used to identify duplicate references. Moreover, the process of identifying syntactically different data was improved with the automated discovery of thesauri from correctly matched data, and the generated thesaurus was further used in semantic clustering. The results were effectively visually represented. Findings - The paper finds that the function based on the Jaro-Winkler algorithm may be efficiently used in the de-duplication process. A generated thesaurus that utilises domain-specific knowledge can also be used in the semantic clustering of references. It was shown that semantic clustering may be most useful in partitioning data, which is particularly significant when dealing with large amounts of data, which is usually the case. Moreover, those references that have the same or similar scores may be considered as candidate matches in the further de-duplication process. Finally, it proved to be a more efficient way of visually representing the results. Originality/value - This function can be implemented to enhance the selection of titles to be offered by a digital library, in terms of making that offer more compliant with what the library users frequently cite.",
publisher = "Emerald Group Publishing Ltd, Bingley",
journal = "Program-Electronic Library and Information Systems",
title = "Enhancing a core journal collection for digital libraries",
volume = "44",
number = "2",
pages = "132-148",
doi = "10.1108/00330331011039490",
url = "conv_396"
}
Kovačević, A., Devedžić, V.,& Pocajt, V.. (2010). Enhancing a core journal collection for digital libraries. in Program-Electronic Library and Information Systems
Emerald Group Publishing Ltd, Bingley., 44(2), 132-148.
https://doi.org/10.1108/00330331011039490
conv_396
Kovačević A, Devedžić V, Pocajt V. Enhancing a core journal collection for digital libraries. in Program-Electronic Library and Information Systems. 2010;44(2):132-148.
doi:10.1108/00330331011039490
conv_396 .
Kovačević, Ana, Devedžić, Vladan, Pocajt, Viktor, "Enhancing a core journal collection for digital libraries" in Program-Electronic Library and Information Systems, 44, no. 2 (2010):132-148,
https://doi.org/10.1108/00330331011039490 .,
conv_396 .

DSpace software copyright © 2002-2015  DuraSpace
About the RhinoSec Repository | Send Feedback

OpenAIRERCUB
 

 

All of DSpaceCommunitiesAuthorsTitlesSubjectsThis institutionAuthorsTitlesSubjects

Statistics

View Usage Statistics

DSpace software copyright © 2002-2015  DuraSpace
About the RhinoSec Repository | Send Feedback

OpenAIRERCUB