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

Bibliographic Details
Main Author: Samreth, D.
Publication Date: 2018
Other Authors: Arnavielhe, S., Ingenrieth, F., Bedbrook, A., Onorato, G. L., Murray, R., Almeida, R., Mizani, M. A., Fonseca, J., Costa, E., Correia de Sousa, Jaime, MASK study group, et. al.
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/1822/58494
Summary: 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.
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spelling Geolocation with respect to personal privacy for the Allergy Diary app - a MASK studyAnonymizationAppMASKRhinitisAsthmaCiências Médicas::Medicina ClínicaCollecting 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.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.AMC -Istanbul Üniversitesi(undefined)info:eu-repo/semantics/publishedVersionSpringer NatureUniversidade do MinhoSamreth, D.Arnavielhe, S.Ingenrieth, F.Bedbrook, A.Onorato, G. L.Murray, R.Almeida, R.Mizani, M. A.Fonseca, J.Costa, E.Correia de Sousa, JaimeMASK study groupet. al.20182018-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/58494engSamreth, D., Arnavielhe, S., Ingenrieth, F., Bedbrook, A., Onorato, G. L., Murray, R., ... & Malva, J. (2018). Geolocation with respect to personal privacy for the Allergy Diary app-a MASK study. World Allergy Organization Journal, 11(1), 1510.1186/s40413-018-0194-3https://waojournal.biomedcentral.com/articles/10.1186/s40413-018-0194-3info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-11T04:15:41Zoai:repositorium.sdum.uminho.pt:1822/58494Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T14:43:40.571293Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
title Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
spellingShingle Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
Samreth, D.
Anonymization
App
MASK
Rhinitis
Asthma
Ciências Médicas::Medicina Clínica
title_short Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
title_full Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
title_fullStr Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
title_full_unstemmed Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
title_sort Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
author Samreth, D.
author_facet Samreth, D.
Arnavielhe, S.
Ingenrieth, F.
Bedbrook, A.
Onorato, G. L.
Murray, R.
Almeida, R.
Mizani, M. A.
Fonseca, J.
Costa, E.
Correia de Sousa, Jaime
MASK study group
et. al.
author_role author
author2 Arnavielhe, S.
Ingenrieth, F.
Bedbrook, A.
Onorato, G. L.
Murray, R.
Almeida, R.
Mizani, M. A.
Fonseca, J.
Costa, E.
Correia de Sousa, Jaime
MASK study group
et. al.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Samreth, D.
Arnavielhe, S.
Ingenrieth, F.
Bedbrook, A.
Onorato, G. L.
Murray, R.
Almeida, R.
Mizani, M. A.
Fonseca, J.
Costa, E.
Correia de Sousa, Jaime
MASK study group
et. al.
dc.subject.por.fl_str_mv Anonymization
App
MASK
Rhinitis
Asthma
Ciências Médicas::Medicina Clínica
topic Anonymization
App
MASK
Rhinitis
Asthma
Ciências Médicas::Medicina Clínica
description 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.
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/58494
url http://hdl.handle.net/1822/58494
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Samreth, D., Arnavielhe, S., Ingenrieth, F., Bedbrook, A., Onorato, G. L., Murray, R., ... & Malva, J. (2018). Geolocation with respect to personal privacy for the Allergy Diary app-a MASK study. World Allergy Organization Journal, 11(1), 15
10.1186/s40413-018-0194-3
https://waojournal.biomedcentral.com/articles/10.1186/s40413-018-0194-3
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer Nature
publisher.none.fl_str_mv Springer Nature
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
_version_ 1833594846755946496

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