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

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dc.contributor.author Samreth, D.
dc.contributor.author Antó i Boqué, Josep Maria
dc.contributor.author MASK study group
dc.date.accessioned 2019-04-29T07:56:50Z
dc.date.available 2019-04-29T07:56:50Z
dc.date.issued 2018
dc.identifier.citation Samreth D, Arnavielhe S, Ingenrieth F, Bedbrook A, Onorato GL, Murray R et al. Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study. World Allergy Organ J. 2018; 11(1):15. DOI 10.1186/s40413-018-0194-3
dc.identifier.issn 1939-4551
dc.identifier.uri http://hdl.handle.net/10230/37147
dc.description.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.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher BioMed Central
dc.relation.ispartof World Allergy Organ J. 2018; 11(1):15
dc.rights © The Author(s). 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
dc.rights.uri http://creativecommons.org/licenses/by/4.0/
dc.title Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
dc.type info:eu-repo/semantics/article
dc.identifier.doi http://dx.doi.org/10.1186/s40413-018-0194-3
dc.subject.keyword Anonymization
dc.subject.keyword App
dc.subject.keyword MASK
dc.subject.keyword Rhinitis
dc.subject.keyword Asthma
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/publishedVersion

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