Analysis of the DBLP publication classification using concept lattices

Saleh Alwahaishi; Jan Martinovič; Václav Snášel

doi:10.1007/978-3-642-22603-8_10

Analysis of the DBLP publication classification using concept lattices

Saleh Alwahaishi^*, Jan Martinovič, Václav Snášel

^*Corresponding author for this work

Department of Information Systems and Operations Management

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Abstract

The definitive classification of scientific journals depends on their aims and scopes details. In this paper, we present an approach to facilitate the journals classification of the DBLP datasets. For the analysis, the DBLP data sets were pre-processed by assigning each journal attributes defined by its topics and then the theory of formal concept analysis is introduced. It is subsequently shown how this theory can be applied to analyze the relations between journals and the extracted topics from their aims and scopes. The result is a concept lattice that contains information on journal-topic relational context depending on how they are associated. It is shown how this approach can be used to facilitate the classifications of scientific journals.

Original language	English
Title of host publication	Digital Enterprise and Information Systems - International Conference, DEIS 2011, Proceedings
Pages	99-108
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-642-22603-8_10
State	Published - 2011

Publication series

Name	Communications in Computer and Information Science
Volume	194 CCIS
ISSN (Print)	1865-0929

ASJC Scopus subject areas

General Computer Science
General Mathematics

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10.1007/978-3-642-22603-8_10

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title = "Analysis of the DBLP publication classification using concept lattices",

abstract = "The definitive classification of scientific journals depends on their aims and scopes details. In this paper, we present an approach to facilitate the journals classification of the DBLP datasets. For the analysis, the DBLP data sets were pre-processed by assigning each journal attributes defined by its topics and then the theory of formal concept analysis is introduced. It is subsequently shown how this theory can be applied to analyze the relations between journals and the extracted topics from their aims and scopes. The result is a concept lattice that contains information on journal-topic relational context depending on how they are associated. It is shown how this approach can be used to facilitate the classifications of scientific journals.",

author = "Saleh Alwahaishi and Jan Martinovi{\v c} and V{\'a}clav Sn{\'a}{\v s}el",

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Analysis of the DBLP publication classification using concept lattices. / Alwahaishi, Saleh; Martinovič, Jan; Snášel, Václav.
Digital Enterprise and Information Systems - International Conference, DEIS 2011, Proceedings. 2011. p. 99-108 (Communications in Computer and Information Science; Vol. 194 CCIS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Alwahaishi, Saleh

AU - Martinovič, Jan

AU - Snášel, Václav

PY - 2011

Y1 - 2011

N2 - The definitive classification of scientific journals depends on their aims and scopes details. In this paper, we present an approach to facilitate the journals classification of the DBLP datasets. For the analysis, the DBLP data sets were pre-processed by assigning each journal attributes defined by its topics and then the theory of formal concept analysis is introduced. It is subsequently shown how this theory can be applied to analyze the relations between journals and the extracted topics from their aims and scopes. The result is a concept lattice that contains information on journal-topic relational context depending on how they are associated. It is shown how this approach can be used to facilitate the classifications of scientific journals.

AB - The definitive classification of scientific journals depends on their aims and scopes details. In this paper, we present an approach to facilitate the journals classification of the DBLP datasets. For the analysis, the DBLP data sets were pre-processed by assigning each journal attributes defined by its topics and then the theory of formal concept analysis is introduced. It is subsequently shown how this theory can be applied to analyze the relations between journals and the extracted topics from their aims and scopes. The result is a concept lattice that contains information on journal-topic relational context depending on how they are associated. It is shown how this approach can be used to facilitate the classifications of scientific journals.

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BT - Digital Enterprise and Information Systems - International Conference, DEIS 2011, Proceedings

ER -

Analysis of the DBLP publication classification using concept lattices

Abstract

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ASJC Scopus subject areas

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