Towards the use of OWA operators for record linkage

Jordi Nin, Vicenc Torra

Research output: Book chapterConference contributionpeer-review

4 Citations (Scopus)

Abstract

Record linkage is used to establish links between those records that while belonging to two difierentfiles correspond to the same individual. Classical approaches assume that the two files contain some common variables, that are the ones used to link the records. Recently, we introduced a new approach to link records among files when such common variables are not available. In this approach, reidentification is based on the so-called structural information. In this paper we study the use of OWA operators for extracting such structural information and, thus, allowing re-identification.

Original languageEnglish
Title of host publicationProceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference
Pages34-39
Number of pages6
Publication statusPublished - 2005
Externally publishedYes
EventJoint 4th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2005 and 11th French Days on Fuzzy Logic and Applications, LFA 2005 - Barcelona, Spain
Duration: 7 Sept 20059 Sept 2005

Publication series

NameProceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference

Conference

ConferenceJoint 4th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2005 and 11th French Days on Fuzzy Logic and Applications, LFA 2005
Country/TerritorySpain
CityBarcelona
Period7/09/059/09/05

Keywords

  • Data cleaning
  • Data mining
  • OWA operators
  • Privacy preserving data mining
  • Record linkage

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