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  LINDA: Distributed Web-of-Data-Scale Entity Matching

Böhm, C., de Melo, G., Naumann, F., & Weikum, G. (2012). LINDA: Distributed Web-of-Data-Scale Entity Matching. In X.-W. Chen, G. Lebanon, H. Wang, & M. J. Zaki (Eds.), CIKM'12 (pp. 2104-2108). New York, NY: ACM.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0014-5963-4 Version Permalink: https://hdl.handle.net/11858/00-001M-0000-0023-C143-B
Genre: Conference Paper
Latex : {LINDA}: Distributed Web-of-Data-Scale Entity Matching

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 Creators:
Böhm, Christoph1, Author           
de Melo, Gerard1, Author           
Naumann, Felix2, Author
Weikum, Gerhard1, Author           
Affiliations:
1Databases and Information Systems, MPI for Informatics, Max Planck Society, ou_24018              
2External Organizations, ou_persistent22              

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 Abstract: Linked Data has emerged as a powerful way of interconnecting structured data on the Web. However, the cross-linkage between Linked Data sources is not as extensive as one would hope for. In this paper, we formalize the task of automatically creating "sameAs" links across data sources in a globally consistent manner. Our algorithm, presented in a multi-core as well as a distributed version, achieves this link generation by accounting for joint evidence of a match. Experiments confirm that our system scales beyond 100 million entities and delivers highly accurate results despite the vast heterogeneity and daunting scale.

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Language(s): eng - English
 Dates: 2012
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: eDoc: 647525
DOI: 10.1145/2396761.2398582
URI: http://doi.acm.org/10.1145/2396761.2398582
Other: Local-ID: C1256DBF005F876D-FE889843CCA8614CC1257AE90052FE14-BoehmCIKM2012
BibTex Citekey: BoehmCIKM2012
 Degree: -

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Title: 21st ACM International Conference on Information and Knowledge Management
Place of Event: Maui, Hawaii, USA
Start-/End Date: 2012-10-29 - 2012-11-02

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Title: CIKM'12
  Subtitle : The Proceedings of the 21st ACM International Conference on Information and Knowledge Management
  Abbreviation : CIKM 2012
Source Genre: Proceedings
 Creator(s):
Chen, Xue-Wen1, Editor
Lebanon, Guy1, Editor
Wang, Haixun1, Editor
Zaki, Mohammed J.1, Editor
Affiliations:
1 External Organizations, ou_persistent22            
Publ. Info: New York, NY : ACM
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 2104 - 2108 Identifier: ISBN: 978-1-4503-1156-4