CompareAS16: Comparing bit vectors generated by CreateAS16

In PPRL: Privacy Preserving Record Linkage

Comparing bit vectors generated by CreateAS16

Description

Comparing all elements of two vectors of records with each other using Armknechts & Schnells methods "create" and "compare".

Usage

CompareAS16(IDA, dataA, IDB, dataB, password, t = 0.85)

Arguments

IDA	A character vector or integer vector containing the IDs of the first data.frame.
dataA	A character vector containing the bit vectors that are to be created by Armknechts method "create".
IDB	A character vector or integer vector containing the IDs of the second data.frame.
dataB	A character vector containing the bit vectors that are to be created by Armknechts method "create".
password	A string containing the password used in the method "create".
t	A float containing the lower Tanimoto similarity threshold.

Details

Two bit vectors generated by CreateAS16 are compared as described in the original publication.

Value

The function returns a data.frame with four columns containing all ID-pairs of all bit vectors, the estimated Tanimoto similarity and the classification (links/non-links).

Source

Armknecht, F., Schnell, R. (unpublished): Privacy Preserving Record Linkage Based on Bloom Filters and Codes. Working Paper.

See Also

CreateAS16

Examples

# Load test data
testFile <- file.path(path.package("PPRL"), "extdata/testdata.csv")
testData <- read.csv(testFile, head = FALSE, sep = "\t",
  colClasses = "character")

# Create Bloom Filter
testData <- CreateBF(ID = testData$V1, testData$V7, k = 20, padding = 1,
  q = 2, l = 1000, password = "(H]$6Uh*-Z204q")

# Optional: Create the new Bloom filter, the output of this function is just
# to see the created bit vectors, it is not the input of CompareAS16.
testAS <- CreateAS16(testData$ID, testData$CLKs, password = "khäuds")

# Compare bit vectcors, input is not the out put of CreateAS16,
# but the original Bloom Filters. CreateAS16 is executated in CompareAS16.
res <- CompareAS16(testData$ID, testData$CLKs, testData$ID, testData$CLKs,
  password = "khäuds", t = 0.85)

PPRL documentation built on Nov. 10, 2022, 5:41 p.m.