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Journal articles
Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
D. Samreth
S. Arnavielhe
1
F. Ingenrieth
A. Bedbrook
1
G. Onorato
R. Murray
R. Almeida
A. Mizani
J. Fonseca
2
E. Costa
3
J. Malva
M. Almeida
A. Pereira
A. Todo-Bom
4
E. Menditto
5
C. Stellato
M. Ventura
6
D. Larenas-Linnemann
M. Fuentes-Pérez
R. Huerta-Villalobos
A. Cruz
R. Stelmach
J. da Silva
7
R. Emuzyte
8
V. Kvedariene
8
A. Valiulis
8
Isabella Annesi-Maesano
I. Bosse
9
P. Demoly
10
P. Devillier
11
F. Fontaine
12
P. Kuna
B. Samolinski
L. Klimek
13
R. Mösges
14
O. Pfaar
13
S. Shamai
15
M. Bewick
D. Ryan
A. Sheikh
16
M. Anto
V. Cardona
17
J. Mullol
18
A. Valero
N. Chavannes
J. Fokkens
S. Reitsma
R. Roller-Wirnsberger
19
V. Tomazic
T. Haahtela
20
S. Toppila-Salmi
20
E. Valovirta
21
M. Makris
22
G. Papadopoulos
E. Prokopakis
F. Psarros
B. Gemicioğlu
A. Yorgancioglu
C. Bindslev-Jensen
E. Eller
I. Kull
23
M. Wickman
C. Bachert
24
Peter Hellings
25
B. Pugin
S. Bosnic-Anticevich
26
R. O’hehir
27
V. Kolek
M. Sova
K. Wehner
G. de Vries
M. van Eerd
D. Laune
28
J. Wittmann
J. Bousquet
Pascal Poncelet
29
29
ADVANSE - ADVanced Analytics for data SciencE
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
V. Kvedariene 8
Author
A. Valiulis 8
Author
Isabella Annesi-Maesano
Author Employer institution : Institut National de la Santé et de la Recherche Médicale
I. Bosse 9
Author
D. Laune 28
Author
J. Wittmann
Author
J. Bousquet
Author
Pascal Poncelet 29
Mail :
Author IdHAL : pascal-poncelet
1
MACVIA-LR - Contre les MAladies Chroniques pour un VIeillissement Actif en Languedoc-Roussillon (Montpellier - France)
- UM1 - Université Montpellier 1 (5, boulevard Henri IV - CS 19044 - 34967 Montpellier cedex - France)
- CHRU Montpellier - Centre Hospitalier Régional Universitaire [Montpellier] (191 avenue du doyen Gaston Giraud 34295 Montpellier cedex 5 - France)
- INSERM - Institut National de la Santé et de la Recherche Médicale (101, rue de Tolbiac, 75013 Paris - France)
- CHRU Nîmes - Centre Hospitalier Régional Universitaire de Nîmes (4 Rue du Professeur Robert Debré, 30029 Nîmes - France)
- UM - Université de Montpellier (163 rue Auguste Broussonnet - 34090 Montpellier - France)
- CNRS - Centre National de la Recherche Scientifique (France)
- EIP on AHA - European Innovation Partnership on Active and Healthy Ageing Reference Site (Belgium)
- Commission Européenne (Belgium)
- OMS / WHO - Organisation Mondiale de la Santé / World Health Organization Office (Genève - Switzerland)
2
ULISBOA - Universidade de Lisboa (Portugal)
3
Universidad Politécnica de Valencia (Camino de Vera, s/n 46022 Valencia - Spain)
4
UC - University of Coimbra [Portugal] (Portugal)
6
MCMP - Microbiologie cellulaire et moléculaire et pathogénicité (Bât. 3A - 1er etg 146 Rue Léo Saignat - 103 33076 BORDEAUX CEDEX - France)
- Université Bordeaux Segalen - Bordeaux 2 (146 rue Léo Saignat - 33076 Bordeaux cedex - France)
- CNRS - Centre National de la Recherche Scientifique : UMR5234 (France)
7
UFSC - Federal University of Santa Catarina (Florianópolis Brazil - Brazil)
8
Vilnius University [Vilnius] (3 Universiteto St, LT-01513 Vilnius - Lithuania)
9
CHU Montpellier (371, avenue du Doyen Gaston Giraud 34295 MONTPELLIER cedex 5 - France)
- CHRU Montpellier - Centre Hospitalier Régional Universitaire [Montpellier] (191 avenue du doyen Gaston Giraud 34295 Montpellier cedex 5 - France)
10
Département pneumologie et addictologie [Montpellier] (371, av. du Doyen Gaston Giraud 34295 Montpellier cedex 5 - France)
- CHRU Montpellier - Centre Hospitalier Régional Universitaire [Montpellier] (191 avenue du doyen Gaston Giraud 34295 Montpellier cedex 5 - France)
- Hôpital Arnaud de Villeneuve (France)
11
Hôpital Foch [Suresnes] (40 Rue Worth 92150 Suresnes - France)
12
UR ETGR (ETNA) - Erosion torrentielle neige et avalanches (2 rue de la Papeterie-BP 76, F-38402 Saint-Martin-d'Hères - France)
13
Heidelberg University (Seminarstraße 2, 69117 Heidelberg - Germany)
14
University Hospital of Cologne [Cologne] (Cologne - Germany)
15
Department of Computer Science [Haifa] (Taub Building, Technion Israel Institute of Technology, Haifa 32000 - Israel)
- University of Haifa [Haifa] (199 Aba Khoushy Ave. Mount Carmel, Haifa - Israel)
16
University of Edinburgh (Old College South Bridge Edinburgh EH8 9YL - United Kingdom)
17
Vall d'Hebron University Hospital [Barcelona] (C/ Natzaret, 115-117
08035 Barcelona - Spain)
18
University of Barcelona (Gran Via de les Corts Catalanes, 585, 08007 Barcelona - Spain)
19
University of Graz (Universitätsplatz 3 A - 8010 Graz - Austria)
20
University of Helsinki (Yliopistonkatu 4, 00100 Helsinki - Finland)
21
University of Turku (20014 Turun yliopisto, Finland - Finland)
22
Department of Cardiovascular Science [Sheffield] (Medical School Beech Hill Road Sheffield South Yorkshire S10 2RX - United Kingdom)
- University of Sheffield [Sheffield] (Western Bank Sheffield S10 2TN - United Kingdom)
23
IMM - The Institute of Environmental Medicine [Stockholm] (SE-171 77 Stockholm, Sweden - Sweden)
- Karolinska Institutet [Stockholm] (Solnavägen 1, 171 77 Solna Stockholm - Sweden)
24
Ghent University Hospital (De Pintelaan 185, 9000 Gent, Belgium - Belgium)
25
University Hospitals Leuven [Leuven] (Herestraat 49, 3000 Leuven - Belgium)
26
The University of Sydney (New South Wales 2006 - Australia)
27
Monash University [Melbourne] (Victoria 3800, Australia - Australia)
28
IRIM - Institut de Recherche en Infectiologie de Montpellier (UMR 9004, 1919 Route de Mende - 34293 Montpellier - France)
- UM - Université de Montpellier (163 rue Auguste Broussonnet - 34090 Montpellier - France)
- CNRS - Centre National de la Recherche Scientifique : UMR9004 (France)
29
ADVANSE - ADVanced Analytics for data SciencE (France)
- LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier (161 rue Ada - 34095 Montpellier - France)
- UM - Université de Montpellier : UMR5506 (163 rue Auguste Broussonnet - 34090 Montpellier - France)
- CNRS - Centre National de la Recherche Scientifique : UMR5506 (France)
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.
Domain :
Complete list of metadatas
https://hal-lirmm.ccsd.cnrs.fr/lirmm-01987859
Contributor : Isabelle Gouat <>
Submitted on : Monday, January 21, 2019 - 12:59:53 PM
Last modification on : Tuesday, March 17, 2020 - 3:42:54 AM
Contributor : Isabelle Gouat <>
Submitted on : Monday, January 21, 2019 - 12:59:53 PM
Last modification on : Tuesday, March 17, 2020 - 3:42:54 AM
Licence
Distributed under a Creative Commons Attribution 4.0 International License
Identifiers
- HAL Id : lirmm-01987859, version 1
- DOI : 10.1186/s40413-018-0194-3
Citation
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, BMC, 2018, 11 (1), ⟨10.1186/s40413-018-0194-3⟩. ⟨lirmm-01987859⟩
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