Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study

D. Samreth; S. Arnavielhe; F. Ingenrieth; A. Bedbrook; G. Onorato; R. Murray; R. Almeida; A. Mizani; J. M. Fonseca; E. Costa; J. Malva; M. Almeida; A. Pereira; A. Todo-Bom; E. Menditto; C. Stellato; M. Ventura; D. Larenas-Linnemann; M. Fuentes-Pérez; R. Huerta-Villalobos; A. Cruz; R. Stelmach; J. da Silva; R. Emuzyte; V. Kvedariene; A. Valiulis; Isabella Annesi-Maesano; I. Bosse; P. Demoly; P. Devillier; F. Fontaine; P. Kuna; B. Samolinski; L. Klimek; R. Mösges; O. Pfaar; S. Shamai; M. Bewick; D. Ryan; A. Sheikh; M. Anto; V. Cardona; J. Mullol; A. Valero; N. Chavannes; J. Fokkens; S. Reitsma; R. E Roller-Wirnsberger; V. Tomazic; T. Haahtela; S. Toppila-Salmi; E. Valovirta; M. Makris; G. Papadopoulos; E. Prokopakis; F. Psarros; B. Gemicioğlu; A. Yorgancioglu; C. Bindslev-Jensen; E. Eller; I. Kull; M. Wickman; C. Bachert; Peter W. Hellings; B. Pugin; S. Bosnic-Anticevich; R. O’hehir; V. Kolek; M. Sova; K. Wehner; G. de Vries; M. van Eerd; D. Laune; J. Wittmann; J. Bousquet; Pascal Poncelet

doi:10.1186/s40413-018-0194-3

Journal Articles World Allergy Organization Journal Year : 2018

Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study

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D. Samreth

Function : Author

S. Arnavielhe

Function : Author

Contre les MAladies Chroniques pour un VIeillissement Actif en Languedoc-Roussillon

F. Ingenrieth

Function : Author

A. Bedbrook

Function : Author

Contre les MAladies Chroniques pour un VIeillissement Actif en Languedoc-Roussillon

G. Onorato

Function : Author

R. Murray

Function : Author

R. Almeida

Function : Author
PersonId : 759365
ORCID : 0000-0003-2888-9617

A. Mizani

Function : Author

J. M. Fonseca

Function : Author
PersonId : 985978

Universidade de Lisboa = University of Lisbon = Université de Lisbonne

E. Costa

Function : Author

Universitat Politècnica de València = Universitad Politecnica de Valencia = Polytechnic University of Valencia

J. Malva

Function : Author

M. Almeida

Function : Author

A. Pereira

Function : Author

A. Todo-Bom

Function : Author
PersonId : 761604
ORCID : 0000-0002-1850-6689

University of Coimbra [Portugal]

E. Menditto

Function : Author

"Federico II" University of Naples Medical School

C. Stellato

Function : Author

M. Ventura

Function : Author

Microbiologie Fondamentale et Pathogénicité

D. Larenas-Linnemann

Function : Author

M. Fuentes-Pérez

Function : Author

R. Huerta-Villalobos

Function : Author

A. Cruz

Function : Author

R. Stelmach

Function : Author

J. da Silva

Function : Author

Universidade Federal de Santa Catarina = Federal University of Santa Catarina [Florianópolis]

R. Emuzyte

Function : Author

Vilnius University [Vilnius]

V. Kvedariene

Function : Author

Vilnius University [Vilnius]

A. Valiulis

Function : Author

Vilnius University [Vilnius]

Isabella Annesi-Maesano

Function : Author
PersonId : 754596
IdHAL : isabella-annesi-maesano
ORCID : 0000-0002-6340-9300
IdRef : 123241847

I. Bosse

Function : Author

CHU Montpellier

P. Demoly

Function : Author
PersonId : 754222
IdHAL : pascal-demoly
ORCID : 0000-0001-7827-7964
IdRef : 03442959X

Département pneumologie et addictologie [Montpellier]

P. Devillier

Function : Author

Hôpital Foch [Suresnes]

F. Fontaine

Function : Author

Erosion torrentielle neige et avalanches

P. Kuna

Function : Author
PersonId : 764328
ORCID : 0000-0003-2401-0070

B. Samolinski

Function : Author

L. Klimek

Function : Author

Universität Heidelberg [Heidelberg] = Heidelberg University

R. Mösges

Function : Author

University Hospital of Cologne [Cologne]

O. Pfaar

Function : Author

Universität Heidelberg [Heidelberg] = Heidelberg University

S. Shamai

Function : Author

Department of Computer Science [Haifa]

M. Bewick

Function : Author

D. Ryan

Function : Author

A. Sheikh

Function : Author

University of Edinburgh

M. Anto

Function : Author

V. Cardona

Function : Author

Vall d'Hebron University Hospital [Barcelona]

J. Mullol

Function : Author

University of Barcelona

A. Valero

Function : Author
PersonId : 942762

N. Chavannes

Function : Author
PersonId : 791148
ORCID : 0000-0002-8607-9199

J. Fokkens

Function : Author

S. Reitsma

Function : Author

R. E Roller-Wirnsberger

Function : Author

Karl-Franzens-Universität Graz

V. Tomazic

Function : Author

T. Haahtela

Function : Author

Helsingin yliopisto = Helsingfors universitet = University of Helsinki

S. Toppila-Salmi

Function : Author

Helsingin yliopisto = Helsingfors universitet = University of Helsinki

E. Valovirta

Function : Author

University of Turku

M. Makris

Function : Author

Department of Cardiovascular Science [Sheffield]

G. Papadopoulos

Function : Author

E. Prokopakis

Function : Author

F. Psarros

Function : Author

B. Gemicioğlu

Function : Author

A. Yorgancioglu

Function : Author

C. Bindslev-Jensen

Function : Author

E. Eller

Function : Author

I. Kull

Function : Author

The Institute of Environmental Medicine [Stockholm]

M. Wickman

Function : Author

C. Bachert

Function : Author

Ghent University Hospital

Peter W. Hellings

Function : Author

University Hospitals Leuven [Leuven]

B. Pugin

Function : Author

S. Bosnic-Anticevich

Function : Author

The University of Sydney

R. O’hehir

Function : Author

Monash University [Melbourne]

V. Kolek

Function : Author

M. Sova

Function : Author

K. Wehner

Function : Author

G. de Vries

Function : Author

M. van Eerd

Function : Author

D. Laune

Function : Author

Institut de Recherche en Infectiologie de Montpellier

J. Wittmann

Function : Author

J. Bousquet

Function : Author

Pascal Poncelet

Function : Author
PersonId : 6247
IdHAL : pascal-poncelet
ORCID : 0000-0002-8277-3490
IdRef : 069260613

ADVanced Analytics for data SciencE

Abstract

Background: Collecting data on the localization of users is a key issue for the MASK (Mobile Airways Sentinel networK: the Allergy Diary) App. Data anonymization is a method of sanitization for privacy. The European Commission’s Article 29 Working Party stated that geolocation information is personal data. To assess geolocation using the MASK method and to compare two anonymization methods in the MASK database to find an optimal privacy method. Methods: Geolocation was studied for all people who used the Allergy Diary App from December 2015 to November 2017 and who reported medical outcomes. Two different anonymization methods have been evaluated: Noise addition (randomization) and k-anonymity (generalization). Results: Ninety-three thousand one hundred and sixteen days of VAS were collected from 8535 users and 54,500 (58. 5%) were geolocalized, corresponding to 5428 users. Noise addition was found to be less accurate than k-anonymity using MASK data to protect the users’ life privacy. Discussion: k-anonymity is an acceptable method for the anonymization of MASK data and results can be used for other databases.

Keywords

Anonymization MASK Asthma Rhinitis App

Domains

Logic [math.LO]

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https://hal-lirmm.ccsd.cnrs.fr/lirmm-01987859

Submitted on : Monday, January 21, 2019-12:59:53 PM

Last modification on : Wednesday, September 11, 2024-8:12:11 PM

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lirmm-01987859 , version 1 (21-01-2019)

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HAL Id : lirmm-01987859 , version 1
DOI : 10.1186/s40413-018-0194-3

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D. Samreth, S. Arnavielhe, F. Ingenrieth, A. Bedbrook, G. Onorato, et al.. Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study. World Allergy Organization Journal, 2018, 11 (1), ⟨10.1186/s40413-018-0194-3⟩. ⟨lirmm-01987859⟩

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Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study

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