A precise blocking method for record linkage

Lecture Notes in Computer Science

Volumn 3589, Issue , 2005, Pages 210-220

  Lehti, Patrick ^a   Fankhauser, Peter ^a  

^a FRAUNHOFER IPSI   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; DATA WAREHOUSES; KNOWLEDGE BASED SYSTEMS;

BLOCKING METHOD; CANDIDATE DUPLICATES; DUPLICATE DETECTION; RECORD LINKAGE;

DATABASE SYSTEMS;

EID: 26844546650     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11546849_21     Document Type: Conference Paper

References (11)

1. Newcombe, H.B., Kennedy, J.M., Axford, S.J., James, A.P.: Automatic linkage of vital records. Science 130 (1959) 954-959
2. Fellegi, I.P., Sunter, A.B.: A theory for record linkage. Journal of the American Statistical Association 64 (1969) 1183-1210
3. Hernandez, M.A., Stolfo, S.J.: Real-world data is dirty: Data cleansing and the merge/purge problem. Data Mining and Knowledge Discovery 2 (1998) 9-37
4. Ravikumar, P., Cohen, W.W.: A hierarchical graphical model for record linkage. In: AUAI '04: Proceedings of the 20th conference on Uncertainty in artificial intelligence, AUAI Press (2004) 454-461
5. Bilenko, M., Mooney, R.J.: Learning to combine trained distance metrics for duplicate detection in databases. Technical Report AI 02-296, Artificial Intelligence Laboratory, University of Texas at Austin, Austin, TX (2002)
6. Kelley, R.P.: Advances in record linkage methodolog: a method for determining the best blocking strategy. In: Proc. of the Workshop on Exact Matching Methodologies in Arlington - Record Linkage Techniques. (1985)
7. M.Jaro: Advances in record linkage methodology as applied to matching the 1985 census of tampa. Journal of the American Statistical Society 84 (1989) 414-420
8. Christen, P., Churches, T.: Febrl: Freely extensible biomedical record linkage manual, release 0.2 edition. https://sourceforge.net/projects/febrl/ (2003)
9. McCallum, A., Nigam, K., Ungar, L.: Efficient clustering of high-dimensional data sets with application to reference matching. In: Proc. of the sixth ACM SIGKDD Int. Conf. on KDD. (2000)
10. Baxter, R., Christen, P., Churches, T.: A comparison of fast blocking methods for record linkage. In: Proceedings of the Workshop on Data Cleaning, Record Linkage and Object Consolidation at the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. (2003)
11. Baeza-Yates, R., Ribiero-Neto, B. In: Modern Information Retrieval. Addison Wesley (1999) 74-79