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Why Identifications Are Likely to Score in Rank One in AFIS Latent Fingerprint Searches Against Large Files

NCJ Number
132186
Journal
Journal of Forensic Identification Volume: 41 Issue: 2 Dated: (March/April 1991) Pages: 107-110
Author(s)
R T Moore
Date Published
1991
Length
4 pages
Annotation
The characteristics of fingerprint matcher scoring are examined to facilitate understanding of why identifications are likely to score the candidate in rank one in an Automated Fingerprint Identification System (AFIS) when the file that the latent is being compared against contains a large number of fingerprints.
Abstract
Focus is on the region where the high scores of the not-mating fingerprints overlays the low scores of mating fingerprints. The region where the lowest mating score occurs is labeled A; the point where the highest non-mating score occurs is labeled B. Points A and B and values in between may be system dependent on any given AFIS and can be determined only by the analysis of large amounts of matcher score data. Appropriate definitions of large files and small files might be established if reasonable estimates of system scoring characteristics can be developed. This might make it possible to adaptively adjust the thresholds of the numbers of candidates that should be examined as a function of the file size involved in a given latent search and consequently maximize examiner productivity without lessening reliability. 3 figures