Abstract Details
Activity Number:
|
54
|
Type:
|
Invited
|
Date/Time:
|
Sunday, August 4, 2013 : 4:00 PM to 5:50 PM
|
Sponsor:
|
Survey Research Methods Section
|
Abstract - #307177 |
Title:
|
Privacy-Preserving Record Linkage and Privacy-Preserving Blocking for Large Files with Cryptographic Keys using Multibit Trees
|
Author(s):
|
Rainer Schnell*+
|
Companies:
|
University of Duisburg-Essen
|
Keywords:
|
Indexing ;
Bloom Filter ;
Census ;
PPRL ;
q-gram blocking
|
Abstract:
|
Increasingly, administrative data is being used for statistical purposes, for example registry based census taking. In practice, this usually requires linking separate files containing information on the same unit, without revealing the identity of the unit. If the linkage has to be done without a unique identification number, it is necessary to compare keys which are derived from unit identifiers and which are assumed to be similar. When dealing with large files like census data or population registries, comparing each possible pair of keys of two files is impossible. Therefore, special algorithms (blocking methods) have to be used to reduce the number of comparisons needed. If the identifiers have to be encrypted due to privacy concerns, the number of available algorithms for blocking is very limited. This paper describes the adoption of a recently introduced algorithm for this problem and its performance for large files.
|
Authors who are presenting talks have a * after their name.
Back to the full JSM 2013 program
|
2013 JSM Online Program Home
For information, contact jsm@amstat.org or phone (888) 231-3473.
If you have questions about the Continuing Education program, please contact the Education Department.
The views expressed here are those of the individual authors and not necessarily those of the JSM sponsors, their officers, or their staff.
Copyright © American Statistical Association.