2005 EffectiveScaleableCitationProblemsInDLs

(LOKP, 2005) ⇒ Dongwon Lee, Byung-Won On, Jaewoo Kang, Sanghyun Park. (2005). “Effective and Scalable Solutions for Mixed and Split Citation Problems in Digital Libraries.” In: Proceedings of the 2nd International Workshop on Information Quality in Information Systems. doi:10.1145/1077501.1077514

Subject Headings: Record Deduplication Task, Citation Deduplication

Notes

Cited By

~51 http://scholar.google.com/scholar?q=%22Effective+and+Scalable+Solutions+for+Mixed+and+Split+Citation+Problems+in+Digital+Libraries%22+2005

Quotes

Abstract

In this paper, we consider two important problems that commonly occur in bibliographic digital libraries, which seriously degrade their data qualities: Mixed Citation (MC) problem (i.e., citations of different scholars with their names being homonyms are mixed together) and Split Citation (SC) problem (i.e., citations of the same author appear under different name variants). In particular, we investigate an effective yet scalable solution since citations in such digital libraries tend to be large-scale. After formally defining the problems and accompanying challenges, we present an effective solution that is based on the state-of-the-art sampling-based approximate join algorithm. Our claim is verified through preliminary experimental results.

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2005 EffectiveScaleableCitationProblemsInDLs	Dongwon Lee Byung-Won On Jaewoo Kang Sanghyun Park			Effective and Scalable Solutions for Mixed and Split Citation Problems in Digital Libraries		Proceedings of the 2nd International Workshop on Information Quality in Information System	http://infos.korea.ac.kr/pubs/iqis05a.pdf	10.1145/1077501.1077514		2005