skip to main content
column
Free access

Record matching in digital library metadata

Published: 01 February 2008 Publication History

Abstract

Using evidence from external sources to create more accurate matching systems.

References

[1]
Bhattacharya, I. and Getoor, L. A latent dirichlet model for unsupervised entity resolution. In Proceedings of the SIAM International Conference on Data Mining (Apr. 2006), 47--58.
[2]
Bilenko, M. and Mooney, R.J. Adaptive duplicate detection using learnable string similarity measures. In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Aug. 2003), 39--48.
[3]
Cohen, W.W., Ravikumar, P., and Fienberg, S.E. A comparison of string distance metrics for name-matching tasks. In Information Integration on the Web (IIWeb), (Aug. 2003), 73--78.
[4]
Dong, X., Halevy, A., and Madhavan, J. Reference reconciliation in complex information spaces. In Proceedings of the ACM SIGMOD International Conference on Management of Data (June 2005), 85--96.
[5]
Elmagarmid, A.K., Ipeirotis, P.G., and Verykios, V.S. Duplicate record detection: A survey. IEEE Transactions on Knowledge and Data Engineering (TKDE) 19, 1 (Jan. 2007), 1--16.
[6]
Hernández, M.A. A generalization of band joins and the merge/purge problem. Ph.D. dissertation, Columbia University, Mar. 1996.
[7]
Malin, B., Airoldi, E., and Carley, K.M. A network analysis model for disambiguation of names in lists. Computational and Mathematical Organization Theory 11, 2 (July 2005), 119--139.
[8]
Michelson, M. and Knoblock, C.A. Learning blocking schemes for record linkage. In Proceedings of the National Conference on Artificial Intelligence (AAAI) (July 2006).
[9]
Petricek, V. et al. A comparison of on-line computer science citation databases. In Proceedings of the European Conference on Research and Advanced Technology for Digital Libraries (ECDL), (Sept. 2005), 438--449.
[10]
Tan, Y.F., Kan, M.-Y., and Lee, D. Search engine driven author disambiguation. In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL) (June 2006), 314--315.
[11]
Wellner, B. et al. An integrated, conditional model of information extraction and coreference with application to citation matching. In Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) (July 2004), 593--601.
[12]
Winkler, W.E. and Thibaudeau, Y. An application of the Fellegi-Sunter Model of record linkage to the 1990 U.S. Decennial Census. Technical Report RR91/09, U.S. Bureau of the Census, 1991.

Cited By

View all

Recommendations

Comments

Information & Contributors

Information

Published In

cover image Communications of the ACM
Communications of the ACM  Volume 51, Issue 2
Alternate reality gaming
February 2008
84 pages
ISSN:0001-0782
EISSN:1557-7317
DOI:10.1145/1314215
Issue’s Table of Contents
Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 February 2008
Published in CACM Volume 51, Issue 2

Permissions

Request permissions for this article.

Check for updates

Qualifiers

  • Column
  • Popular
  • Pre-selected

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)160
  • Downloads (Last 6 weeks)62
Reflects downloads up to 27 Jan 2025

Other Metrics

Citations

Cited By

View all

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Digital Edition

View this article in digital edition.

Digital Edition

Magazine Site

View this article on the magazine site (external)

Magazine Site

Login options

Full Access

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media