Exploiting citation contexts for physics retrieval

Anna Dabrowska; Birger Larsen

Exploiting citation contexts for physics retrieval

Institut for Kommunikation og Psykologi

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

8 Citationer (Scopus)

307 Downloads (Pure)

Abstract

The text surrounding citations within scientific papers may contain terms that usefully describe cited documents and can benefit retrieval. We present a preliminary study that investigates appending ci- tation contexts from citing documents to cited documents in the iSearch test collection. We examine the effect on information retrieval perfor- mance of a range of citation context sizes and their variable weighting. We find that relatively short citation contexts with moderate weights can improve retrieval performance, and demonstrate the feasibility of identi- fying citation contexts in a large collection of physics papers, paving the way for future research that exploits citation contexts for retrieval.

Originalsprog	Engelsk
Titel	Proceedings of the Second Workshop on Bibliometric-enhanced Information Retrieval : co-located with the 37th European Conference on Information Retrieval (ECIR 2015)
Antal sider	8
Forlag	CEUR Workshop Proceedings
Publikationsdato	29 mar. 2015
Sider	14-21
Status	Udgivet - 29 mar. 2015
Begivenhed	Second Workshop on Bibliometric-enhanced Information Retrieval: co-located with the 37th European Conference on Information Retrieval (ECIR 2015) - Vienna, Østrig Varighed: 29 mar. 2015 → 29 apr. 2015 Konferencens nummer: 2

Workshop

Workshop	Second Workshop on Bibliometric-enhanced Information Retrieval
Nummer	2
Land/Område	Østrig
By	Vienna
Periode	29/03/2015 → 29/04/2015

Navn	CEUR Workshop Proceedings
Vol/bind	1344
ISSN	1613-0073

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Dabrowska+2015citationContextsPhysicsRetrievalForlagets udgivne version, 389 KB

http://ceur-ws.org/Vol-1344/paper2.pdf

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Citationsformater

@inproceedings{0d033c77a01a4b8a84ca096abd4d3f9c,

title = "Exploiting citation contexts for physics retrieval",

abstract = "The text surrounding citations within scientific papers may contain terms that usefully describe cited documents and can benefit retrieval. We present a preliminary study that investigates appending ci- tation contexts from citing documents to cited documents in the iSearch test collection. We examine the effect on information retrieval perfor- mance of a range of citation context sizes and their variable weighting. We find that relatively short citation contexts with moderate weights can improve retrieval performance, and demonstrate the feasibility of identi- fying citation contexts in a large collection of physics papers, paving the way for future research that exploits citation contexts for retrieval.",

keywords = "Bibliometrics, Informaiton Retrieval, CItaiton Analysis, Citation Contexts, Anchor text",

author = "Anna Dabrowska and Birger Larsen",

year = "2015",

month = mar,

day = "29",

language = "English",

series = "CEUR Workshop Proceedings",

publisher = "CEUR Workshop Proceedings",

pages = "14--21",

booktitle = "Proceedings of the Second Workshop on Bibliometric-enhanced Information Retrieval",

note = "Second Workshop on Bibliometric-enhanced Information Retrieval : co-located with the 37th European Conference on Information Retrieval (ECIR 2015), BIR 2015 ; Conference date: 29-03-2015 Through 29-04-2015",

}

Dabrowska, A & Larsen, B 2015, Exploiting citation contexts for physics retrieval. i Proceedings of the Second Workshop on Bibliometric-enhanced Information Retrieval: co-located with the 37th European Conference on Information Retrieval (ECIR 2015). CEUR Workshop Proceedings, CEUR Workshop Proceedings, bind 1344, s. 14-21, Second Workshop on Bibliometric-enhanced Information Retrieval, Vienna, Østrig, 29/03/2015. <http://ceur-ws.org/Vol-1344/paper2.pdf>

Exploiting citation contexts for physics retrieval. / Dabrowska, Anna; Larsen, Birger.
Proceedings of the Second Workshop on Bibliometric-enhanced Information Retrieval: co-located with the 37th European Conference on Information Retrieval (ECIR 2015). CEUR Workshop Proceedings, 2015. s. 14-21 (CEUR Workshop Proceedings, Bind 1344).

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

TY - GEN

T1 - Exploiting citation contexts for physics retrieval

AU - Dabrowska, Anna

AU - Larsen, Birger

N1 - Conference code: 2

PY - 2015/3/29

Y1 - 2015/3/29

N2 - The text surrounding citations within scientific papers may contain terms that usefully describe cited documents and can benefit retrieval. We present a preliminary study that investigates appending ci- tation contexts from citing documents to cited documents in the iSearch test collection. We examine the effect on information retrieval perfor- mance of a range of citation context sizes and their variable weighting. We find that relatively short citation contexts with moderate weights can improve retrieval performance, and demonstrate the feasibility of identi- fying citation contexts in a large collection of physics papers, paving the way for future research that exploits citation contexts for retrieval.

AB - The text surrounding citations within scientific papers may contain terms that usefully describe cited documents and can benefit retrieval. We present a preliminary study that investigates appending ci- tation contexts from citing documents to cited documents in the iSearch test collection. We examine the effect on information retrieval perfor- mance of a range of citation context sizes and their variable weighting. We find that relatively short citation contexts with moderate weights can improve retrieval performance, and demonstrate the feasibility of identi- fying citation contexts in a large collection of physics papers, paving the way for future research that exploits citation contexts for retrieval.

KW - Bibliometrics

KW - Informaiton Retrieval

KW - CItaiton Analysis

KW - Citation Contexts

KW - Anchor text

M3 - Article in proceeding

AN - SCOPUS:84926346204

T3 - CEUR Workshop Proceedings

SP - 14

EP - 21

BT - Proceedings of the Second Workshop on Bibliometric-enhanced Information Retrieval

PB - CEUR Workshop Proceedings

T2 - Second Workshop on Bibliometric-enhanced Information Retrieval

Y2 - 29 March 2015 through 29 April 2015

ER -

Exploiting citation contexts for physics retrieval

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Workshop

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