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An Example of Automatic Authority Control

Published: 19 June 2016 Publication History

Abstract

The automatic authority control problem is considered. One possible solution is to use the record linkage approach for authority and bibliographic records. The main aim of this paper is to figure out which concepts and methods are most useful for dealing with our data. An approach based on machine learning method (classification) is considered. A comparative study of different distances and feature sets is made. A study carried out on data of several Russian libraries. The data we deal with are in RUSMARC format which is a variant of UNIMARC popular in Russia.

References

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R. Bennett, C. Hengel-Dittrich, E. T. O'Neill, and B. B. Tillett. Viaf (virtual international authority file): Linking die deutsche bibliothek and library of congress name authority files, 2006.
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M. Bilenko. Learnable Similarity Functions and Their Application to Record Linkage and Clustering. PhD thesis, Department of Computer Sciences, University of Texas at Austin, Austin, TX, August 2006.
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M. Elfeky, V. Verykios, and A. Elmagarmid. TAILOR: a record linkage toolbox. In Proceedings 18th International Conference on Data Engineering. IEEE Comput. Soc, 2002.
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B.-W. On, D. Lee, J. Kang, and P. Mitra. Comparative study of name disambiguation problem using a scalable blocking-based framework. In Iternational Conference on Digital Libraries, pages 344--353. ACM, 2005.
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H. Pasula, B. Marthi, B. Milch, S. Russell, and I. Shpitser. Identity uncertainty and citation matching. In In NIPS. MIT Press, 2003.
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D. A. Pereira, E. E. B. da Silva, and A. A. A. Esmin. Disambiguating publication venue titles using association rules. In IEEE/ACM Joint Conference on Digital Libraries. IEEE, sep 2014.
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M. Porter. An algorithm for suffix stripping. Program, 14(3):130--137, 1980.
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A. F. Santana, M. A. Goncalves, A. H. F. Laender, and A. Ferreira. Combining domain-specific heuristics for author name disambiguation. In IEEE/ACM Joint Conference on Digital Libraries. IEEE, sep 2014.
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W. E. Winkler. Overview of record linkage and current research directions. Technical report, Bureau of the census, 2006.

Cited By

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  • (2020)PVAF: an environment for disambiguation of scientific publication venuesInternational Journal on Digital Libraries10.1007/s00799-020-00289-1Online publication date: 26-Jul-2020

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Published In

cover image ACM Conferences
JCDL '16: Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries
June 2016
316 pages
ISBN:9781450342292
DOI:10.1145/2910896
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 19 June 2016

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Author Tags

  1. authority records
  2. bibliographic records
  3. measuring distances
  4. name disambiguation
  5. record linkage

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JCDL '16 Paper Acceptance Rate 15 of 52 submissions, 29%;
Overall Acceptance Rate 415 of 1,482 submissions, 28%

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  • (2020)PVAF: an environment for disambiguation of scientific publication venuesInternational Journal on Digital Libraries10.1007/s00799-020-00289-1Online publication date: 26-Jul-2020

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