Literature retrieval based on citation context

Shengbo Liu; Chaomei Chen; Kun Ding; Bo Wang; Kan Xu

Literature retrieval based on citation context

Shengbo Liu, Chaomei Chen, Kun Ding, Bo Wang, Kan Xu

Department of Library and Information Science

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

1 Citation (Scopus)

Abstract

While the citation context of a reference may provide detailed and direct information about the nature of a citation, few studies have specifically addressed the role of this information in retrieving relevant documents from the literature primarily due to the lack of full text databases. In this paper, we design a retrieval system based on full texts in the PubMed Central database. We constructed two modules in the retrieval system. One is a reference retrieval module based on citation contexts. Another is a citation context retrieval module for searching the citation contexts of a specific paper. The results showed that the retrieval system performed very well on searching highly cited papers and classic papers. The citation contexts of a paper might be related to many topics. Finally, tag cloud is employed to present these topics.

Original language	English
Title of host publication	Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference
Pages	1114-1126
Number of pages	13
Publication status	Published - 2013
Event	14th International Society of Scientometrics and Informetrics Conference, ISSI 2013 - Vienna, Austria Duration: 2013 Jul 15 → 2013 Jul 20

Publication series

Name	Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference
Volume	1

Other

Other	14th International Society of Scientometrics and Informetrics Conference, ISSI 2013
Country	Austria
City	Vienna
Period	13/7/15 → 13/7/20

All Science Journal Classification (ASJC) codes

Computer Science Applications
Management Science and Operations Research
Applied Mathematics
Modelling and Simulation
Statistics and Probability

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Cite this

@inproceedings{2734d9d13893408ab00bf05725c361c3,

title = "Literature retrieval based on citation context",

abstract = "While the citation context of a reference may provide detailed and direct information about the nature of a citation, few studies have specifically addressed the role of this information in retrieving relevant documents from the literature primarily due to the lack of full text databases. In this paper, we design a retrieval system based on full texts in the PubMed Central database. We constructed two modules in the retrieval system. One is a reference retrieval module based on citation contexts. Another is a citation context retrieval module for searching the citation contexts of a specific paper. The results showed that the retrieval system performed very well on searching highly cited papers and classic papers. The citation contexts of a paper might be related to many topics. Finally, tag cloud is employed to present these topics.",

author = "Shengbo Liu and Chaomei Chen and Kun Ding and Bo Wang and Kan Xu",

note = "Copyright: Copyright 2014 Elsevier B.V., All rights reserved.; 14th International Society of Scientometrics and Informetrics Conference, ISSI 2013 ; Conference date: 15-07-2013 Through 20-07-2013",

year = "2013",

language = "English",

isbn = "9783200031357",

series = "Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference",

pages = "1114--1126",

booktitle = "Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference",

}

Liu, S, Chen, C, Ding, K, Wang, B & Xu, K 2013, Literature retrieval based on citation context. in Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference. Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference, vol. 1, pp. 1114-1126, 14th International Society of Scientometrics and Informetrics Conference, ISSI 2013, Vienna, Austria, 13/7/15.

Literature retrieval based on citation context. / Liu, Shengbo; Chen, Chaomei; Ding, Kun; Wang, Bo; Xu, Kan.

Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference. 2013. p. 1114-1126 (Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference; Vol. 1).

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

TY - GEN

T1 - Literature retrieval based on citation context

AU - Liu, Shengbo

AU - Chen, Chaomei

AU - Ding, Kun

AU - Wang, Bo

AU - Xu, Kan

PY - 2013

Y1 - 2013

N2 - While the citation context of a reference may provide detailed and direct information about the nature of a citation, few studies have specifically addressed the role of this information in retrieving relevant documents from the literature primarily due to the lack of full text databases. In this paper, we design a retrieval system based on full texts in the PubMed Central database. We constructed two modules in the retrieval system. One is a reference retrieval module based on citation contexts. Another is a citation context retrieval module for searching the citation contexts of a specific paper. The results showed that the retrieval system performed very well on searching highly cited papers and classic papers. The citation contexts of a paper might be related to many topics. Finally, tag cloud is employed to present these topics.

AB - While the citation context of a reference may provide detailed and direct information about the nature of a citation, few studies have specifically addressed the role of this information in retrieving relevant documents from the literature primarily due to the lack of full text databases. In this paper, we design a retrieval system based on full texts in the PubMed Central database. We constructed two modules in the retrieval system. One is a reference retrieval module based on citation contexts. Another is a citation context retrieval module for searching the citation contexts of a specific paper. The results showed that the retrieval system performed very well on searching highly cited papers and classic papers. The citation contexts of a paper might be related to many topics. Finally, tag cloud is employed to present these topics.

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M3 - Conference contribution

AN - SCOPUS:84896869455

SN - 9783200031357

T3 - Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference

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BT - Proceedings of ISSI 2013 - 14th International Society of Scientometrics and Informetrics Conference

T2 - 14th International Society of Scientometrics and Informetrics Conference, ISSI 2013

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