RefSeer

A citation recommendation system

Wenyi Huang, Zhaohui Wu, Prasenjit Mitra, C. Lee Giles

Research output: Chapter in Book/Report/Conference proceedingConference contribution

31 Citations (Scopus)

Abstract

Citations are important in academic dissemination. To help researchers check the completeness of citations while authoring a paper, we introduce a citation recommendation system called RefSeer. Researchers can use it to find related works to cited while authoring papers. It can also be used by reviewers to check the completeness of a paper's references. RefSeer presents both topic based global recommendation and also citation-context based local recommendation. By evaluating the quality of recommendation, we show that such recommendation system can recommend citations with good precision and recall. We also show that our recommendation system is very efficient and scalable.

Original languageEnglish (US)
Title of host publication2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages371-374
Number of pages4
ISBN (Electronic)9781479955695
DOIs
StatePublished - Dec 1 2014
Event2014 14th IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014 - London, United Kingdom
Duration: Sep 8 2014Sep 12 2014

Publication series

NameProceedings of the ACM/IEEE Joint Conference on Digital Libraries
ISSN (Print)1552-5996

Other

Other2014 14th IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014
CountryUnited Kingdom
CityLondon
Period9/8/149/12/14

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Recommender systems

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Huang, W., Wu, Z., Mitra, P., & Giles, C. L. (2014). RefSeer: A citation recommendation system. In 2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014 (pp. 371-374). [6970192] (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/JCDL.2014.6970192
Huang, Wenyi ; Wu, Zhaohui ; Mitra, Prasenjit ; Giles, C. Lee. / RefSeer : A citation recommendation system. 2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 371-374 (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).
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abstract = "Citations are important in academic dissemination. To help researchers check the completeness of citations while authoring a paper, we introduce a citation recommendation system called RefSeer. Researchers can use it to find related works to cited while authoring papers. It can also be used by reviewers to check the completeness of a paper's references. RefSeer presents both topic based global recommendation and also citation-context based local recommendation. By evaluating the quality of recommendation, we show that such recommendation system can recommend citations with good precision and recall. We also show that our recommendation system is very efficient and scalable.",
author = "Wenyi Huang and Zhaohui Wu and Prasenjit Mitra and Giles, {C. Lee}",
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series = "Proceedings of the ACM/IEEE Joint Conference on Digital Libraries",
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Huang, W, Wu, Z, Mitra, P & Giles, CL 2014, RefSeer: A citation recommendation system. in 2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014., 6970192, Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, Institute of Electrical and Electronics Engineers Inc., pp. 371-374, 2014 14th IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014, London, United Kingdom, 9/8/14. https://doi.org/10.1109/JCDL.2014.6970192

RefSeer : A citation recommendation system. / Huang, Wenyi; Wu, Zhaohui; Mitra, Prasenjit; Giles, C. Lee.

2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 371-374 6970192 (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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T2 - A citation recommendation system

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AU - Giles, C. Lee

PY - 2014/12/1

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N2 - Citations are important in academic dissemination. To help researchers check the completeness of citations while authoring a paper, we introduce a citation recommendation system called RefSeer. Researchers can use it to find related works to cited while authoring papers. It can also be used by reviewers to check the completeness of a paper's references. RefSeer presents both topic based global recommendation and also citation-context based local recommendation. By evaluating the quality of recommendation, we show that such recommendation system can recommend citations with good precision and recall. We also show that our recommendation system is very efficient and scalable.

AB - Citations are important in academic dissemination. To help researchers check the completeness of citations while authoring a paper, we introduce a citation recommendation system called RefSeer. Researchers can use it to find related works to cited while authoring papers. It can also be used by reviewers to check the completeness of a paper's references. RefSeer presents both topic based global recommendation and also citation-context based local recommendation. By evaluating the quality of recommendation, we show that such recommendation system can recommend citations with good precision and recall. We also show that our recommendation system is very efficient and scalable.

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M3 - Conference contribution

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BT - 2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014

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Huang W, Wu Z, Mitra P, Giles CL. RefSeer: A citation recommendation system. In 2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 371-374. 6970192. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries). https://doi.org/10.1109/JCDL.2014.6970192