Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
| Autor(a) principal: | |
|---|---|
| Data de Publicação: | 2018 |
| Outros Autores: | , , , , , , , , , , , |
| Tipo de documento: | Artigo |
| Idioma: | eng |
| Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
| Texto Completo: | http://hdl.handle.net/1822/58494 |
Resumo: | 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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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:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T11:55:43Zoai:repositorium.sdum.uminho.pt:1822/58494Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:45:15.450849Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
| 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 |
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info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/article |
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article |
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publishedVersion |
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http://hdl.handle.net/1822/58494 |
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http://hdl.handle.net/1822/58494 |
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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 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
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Springer Nature |
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Springer Nature |
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reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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