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

dc.rights.licenseopenen_US
dc.contributor.authorSAMRETH, D.
dc.contributor.authorARNAVIELHE, S.
dc.contributor.authorINGENRIETH, F.
dc.contributor.authorBEDBROOK, A.
dc.contributor.authorONORATO, G.
dc.contributor.authorMURRAY, R.
dc.contributor.authorALMEIDA, R.
dc.contributor.authorMIZANI, A.
dc.contributor.authorFONSECA, J.
dc.contributor.authorCOSTA, E.
dc.contributor.authorMALVA, J.
dc.contributor.authorALMEIDA, M.
dc.contributor.authorPEREIRA, A.
dc.contributor.authorTODO-BOM, A.
dc.contributor.authorMENDITTO, E.
dc.contributor.authorSTELLATO, C.
hal.structure.identifierMicrobiologie Fondamentale et Pathogénicité [MFP]
dc.contributor.authorVENTURA, M.
dc.contributor.authorLARENAS-LINNEMANN, D.
dc.contributor.authorFUENTES-PÉREZ, M.
dc.contributor.authorHUERTA-VILLALOBOS, R.
dc.contributor.authorCRUZ, A.
dc.contributor.authorSTELMACH, R.
dc.contributor.authorDA SILVA, J.
dc.contributor.authorEMUZYTE, R.
dc.contributor.authorKVEDARIENE, V.
dc.contributor.authorVALIULIS, A.
dc.contributor.authorANNESI-MAESANO, Isabella
dc.contributor.authorBOSSE, I.
dc.contributor.authorDEMOLY, P.
dc.contributor.authorDEVILLIER, P.
dc.contributor.authorFONTAINE, F.
dc.contributor.authorKUNA, P.
dc.contributor.authorSAMOLINSKI, B.
dc.contributor.authorKLIMEK, L.
dc.contributor.authorMÖSGES, R.
dc.contributor.authorPFAAR, O.
dc.contributor.authorSHAMAI, S.
dc.contributor.authorBEWICK, M.
dc.contributor.authorRYAN, D.
dc.contributor.authorSHEIKH, A.
dc.contributor.authorANTO, M.
dc.contributor.authorCARDONA, V.
dc.contributor.authorMULLOL, J.
dc.contributor.authorVALERO, A.
dc.contributor.authorCHAVANNES, N.
dc.contributor.authorFOKKENS, J.
dc.contributor.authorREITSMA, S.
dc.contributor.authorROLLER-WIRNSBERGER, R.
dc.contributor.authorTOMAZIC, V.
dc.contributor.authorHAAHTELA, T.
dc.contributor.authorTOPPILA-SALMI, S.
dc.contributor.authorVALOVIRTA, E.
dc.contributor.authorMAKRIS, M.
dc.contributor.authorPAPADOPOULOS, G.
dc.contributor.authorPROKOPAKIS, E.
dc.contributor.authorPSARROS, F.
dc.contributor.authorGEMICIOĞLU, B.
dc.contributor.authorYORGANCIOGLU, A.
dc.contributor.authorBINDSLEV-JENSEN, C.
dc.contributor.authorELLER, E.
dc.contributor.authorKULL, I.
dc.contributor.authorWICKMAN, M.
dc.contributor.authorBACHERT, C.
dc.contributor.authorHELLINGS, Peter
dc.contributor.authorPUGIN, B.
dc.contributor.authorBOSNIC-ANTICEVICH, S.
dc.contributor.authorO’HEHIR, R.
dc.contributor.authorKOLEK, V.
dc.contributor.authorSOVA, M.
dc.contributor.authorWEHNER, K.
dc.contributor.authorDE VRIES, G.
dc.contributor.authorVAN EERD, M.
dc.contributor.authorLAUNE, D.
dc.contributor.authorWITTMANN, J.
dc.contributor.authorBOUSQUET, J.
dc.contributor.authorPONCELET, Pascal
dc.date.accessioned2023-06-21T13:27:28Z
dc.date.available2023-06-21T13:27:28Z
dc.date.issued2018-12
dc.identifier.issn1939-4551en_US
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/182743
dc.description.abstractEnBackground: 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.language.isoENen_US
dc.rights.urihttp://creativecommons.org/licenses/by/
dc.subject.enAnonymization
dc.subject.enMASK
dc.subject.enAsthma
dc.subject.enRhinitis
dc.subject.enApp
dc.title.enGeolocation with respect to personal privacy for the Allergy Diary app - a MASK study
dc.typeArticle de revueen_US
dc.identifier.doi10.1186/s40413-018-0194-3en_US
dc.subject.halMathématiques [math]/Logique [math.LO]en_US
bordeaux.journalWorld Allergy Organization Journalen_US
bordeaux.volume11en_US
bordeaux.hal.laboratoriesMFP (Laboratoire Microbiologie Fondamentale et Pathogénicité) - UMR 5234en_US
bordeaux.issue1en_US
bordeaux.institutionCNRSen_US
bordeaux.peerReviewedouien_US
bordeaux.inpressnonen_US
bordeaux.import.sourcehal
hal.identifierlirmm-01987859
hal.version1
hal.exportfalse
workflow.import.sourcehal
dc.rights.ccCC BYen_US
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