Person Record Deduplication Task

A Person Record Deduplication Task is a Record Deduplication Task that requires the detection of Person Records with the same Reference person.

• AKA: Person Deduplication, Person Deduplication Task.
• Context:
  • It can be solved by a Person Record Deduplication System (that implements a Person Record Deduplication Algorithm.
  • It can be supported by:
    • a Person Record Resolution Task.
    • a Person Record Canonicalization Task.
  • …
• Counter-Example(s):
  • a Product Record Deduplication Task.
  • a Citation Record Deduplication Task.
• See: Citation Record Deduplication Task.

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References

• http://www.nrmp.org/res_match/about_res/algorithms.html

2005

• J. M. Abowd, and L. Vilhuber. (2005). “The Sensitivity of Economic Statistics to Coding Errors in Personal Identifiers (with discussion).” In: Journal of Business and Economic Statistics, 23 (2), 133-165.

2004

• J. M. Abowd, and S. D. Woodcock. (2004). “Multiply-Imputing Confidential Characteristics and File Links in Longitudinal Linked Data.” In: J. Domingo-Ferrer, and V. Torra, eds., Privacy in Statistical Databases 2004. Springer.
• (Bhattacharya and Getoor, 2004) ⇒ Indrajit Bhattacharya, and Lise Getoor. (2004). “Iterative Record Linkage for Cleaning and Integration.” In: Proceedings of KDD-2004.

2002

• J. M. Abowd, and S. D. Woodcock. (2002). “Disclosure Limitation in Longitudinal Linked Data.” In: P. Doyle et al, eds. Confidentiality, Disclosure, and Data Access. North Holland: Amsterdam.

2000

• (McCallum et al., 2000) ⇒ Andrew McCallum, Kamal Nigam, and Lyle H. Ungar. (2000). “Efficient Clustering of High-dimensional Data Sets with Application to Reference Matching.” In: Proceedings of the sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ([[KDD] 2000).

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