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Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study
- Source :
- World Allergy Organization Journal, World Allergy Organization Journal, BMC, 2018, 11 (1), ⟨10.1186/s40413-018-0194-3⟩, Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP, World Allergy Organization journal, 11(1):15. Lippincott Williams and Wilkins, The World Allergy Organization Journal, Recercat. Dipósit de la Recerca de Catalunya, instname, Dipòsit Digital de la UB, Universidad de Barcelona, World Allergy Organization journal, London, BMC, 2018, vol. 11, iss. 1, art. no. 15, p. [1-13], The World Allergy Organization journal, Vol. 11, no.1, p. 15 (2018), World Allergy Organization Journal, 11, Papadopoulos, N & MASK Study Group 2018, ' Geolocation with respect to personal privacy for the Allergy Diary app-a MASK study ', The World Allergy Organization journal, vol. 11, no. 15 . https://doi.org/10.1186/s40413-018-0194-3, World Allergy Organization Journal, 11(1):15. BioMed Central Ltd., World Allergy Organization Journal, Vol 11, Iss 1, Pp 1-13 (2018), WORLD ALLERGY ORGANIZATION JOURNAL, Samreth, D, Arnavielhe, S, Ingenrieth, F, Bedbrook, A, Onorato, G L, Murray, R, Almeida, R, Mizani, M A, Fonseca, J, Costa, E, Malva, J, Morais-Almeida, M, Pereira, A M, Todo-Bom, A, Menditto, E, Stellato, C, Ventura, M T, Larenas-Linnemann, D, Fuentes-Pérez, J M, Huerta-Villalobos, Y R, Cruz, A A, Stelmach, R, Da Silva, J, Emuzyte, R, Kvedariene, V, Valiulis, A, Annesi-Maesano, I, Bosse, I, Demoly, P, Devillier, P, Fontaine, J F, Kuna, P, Samolinski, B, Klimek, L, Mösges, R, Pfaar, O, Shamai, S, Bewick, M, Ryan, D, Sheikh, A, Anto, J M, Cardona, V, Mullol, J, Valero, A, Chavannes, N H, Fokkens, W J, Reitsma, S, Roller-Wirnsberger, R E, Bindslev-Jensen, C & Eller, E 2018, ' Geolocation with respect to personal privacy for the Allergy Diary app-A MASK study ', World Allergy Organization Journal, vol. 11, 15 . https://doi.org/10.1186/s40413-018-0194-3, Samreth, D, Arnavielhe, S, Ingenrieth, F, Bedbrook, A, Onorato, G L, Murray, R, Almeida, R, Mizani, M, Fonseca, J A, Costa, E, Malva, J, Morais-Almeida, M, Pereira, A M, Todo-Bom, A, Menditto, E, Stellato, C, Ventura, M T, Larenas-Linnemann, D E, Fuentes Perez, J-M, Huerta-Villalobos, Y R, Cruz, A A, Stelmach, R, da Silva, J, Emuzyte, R, Kvedariene, V, Valiulis, A, Annesi-Maesano, I, Bosse, I, Demoly, P, Devillier, P, Fontaine, J F, Kuna, P, Samolinski, B, Klimek, L, Mosges, R, Pfaar, O, Shamai, S, Bewick, M, Ryan, D, Sheikh, A, Anto, J M, Cardona, V, Mullol, J, Valero, A L, Chavannes, N H, Fokkens, W J, Reitsma, S, Roller-Wirnsberger, R E, Tomazic, P V, Haahtela, T, Toppila-Salmi, S K, Valovirta, E, Makris, M, Papadopoulos, N G, Prokopakis, E, Psarros, F, Gemicioğlu, B, Yorgancioglu, A, Bindslev Jensen, C, Ellers, E, Kull, I, Wickman, M, Bachert, C, Hellings, P, Pugin, B, Bosnic-Anticevitch, S, O Hehir, R E, Kolek, V, Sova, M, Wehner, K, De Vries, G, Van Eerd, M, Laune, D, Wittmann, J & Bousquet, J 2018, ' Geolocation with respect to personal privacy for the Allergy Diary app-a MASK study ', World Allergy Organization Journal . https://doi.org/10.1186/s40413-018-0194-3
- Publication Year :
- 2018
- Publisher :
- HAL CCSD, 2018.
-
Abstract
- 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.<br />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.<br />AMC -Istanbul Üniversitesi(undefined)<br />info:eu-repo/semantics/publishedVersion
- Subjects :
- 0301 basic medicine
Lydia Becker Institute
Respiratory Medicine and Allergy
Anonymization
k-anonymity
Medicina Clínica [Ciências Médicas]
Health data
0302 clinical medicine
610 Medical sciences Medicine
Medicine and Health Sciences
Medicine
Immunology and Allergy
European commission
HEALTH DATA
Rinitis
Lungmedicin och allergi
Original Research
Rhinitis
App
Asthma
MASK
Immunology
Pulmonary and Respiratory Medicine
Data anonymization
Communication Systems
Kommunikationssystem
lcsh:Immunologic diseases. Allergy
MASK study group
Internet privacy
K-ANONYMITY
Anonymization, App, Asthma, MASK, Rhinitis
03 medical and health sciences
ResearchInstitutes_Networks_Beacons/lydia_becker_institute_of_immunology_and_inflammation
PROTECTING PRIVACY
TECHNOLOGY
Asma
Ciências Médicas::Medicina Clínica
business.industry
1103 Clinical Sciences
Geolocation
[MATH.MATH-LO]Mathematics [math]/Logic [math.LO]
030104 developmental biology
030228 respiratory system
3121 General medicine, internal medicine and other clinical medicine
Key (cryptography)
ComputingMilieux_COMPUTERSANDSOCIETY
Noise (video)
business
lcsh:RC581-607
Subjects
Details
- Language :
- English
- ISSN :
- 19394551
- Database :
- OpenAIRE
- Journal :
- World Allergy Organization Journal, World Allergy Organization Journal, BMC, 2018, 11 (1), ⟨10.1186/s40413-018-0194-3⟩, Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP, World Allergy Organization journal, 11(1):15. Lippincott Williams and Wilkins, The World Allergy Organization Journal, Recercat. Dipósit de la Recerca de Catalunya, instname, Dipòsit Digital de la UB, Universidad de Barcelona, World Allergy Organization journal, London, BMC, 2018, vol. 11, iss. 1, art. no. 15, p. [1-13], The World Allergy Organization journal, Vol. 11, no.1, p. 15 (2018), World Allergy Organization Journal, 11, Papadopoulos, N & MASK Study Group 2018, ' Geolocation with respect to personal privacy for the Allergy Diary app-a MASK study ', The World Allergy Organization journal, vol. 11, no. 15 . https://doi.org/10.1186/s40413-018-0194-3, World Allergy Organization Journal, 11(1):15. BioMed Central Ltd., World Allergy Organization Journal, Vol 11, Iss 1, Pp 1-13 (2018), WORLD ALLERGY ORGANIZATION JOURNAL, Samreth, D, Arnavielhe, S, Ingenrieth, F, Bedbrook, A, Onorato, G L, Murray, R, Almeida, R, Mizani, M A, Fonseca, J, Costa, E, Malva, J, Morais-Almeida, M, Pereira, A M, Todo-Bom, A, Menditto, E, Stellato, C, Ventura, M T, Larenas-Linnemann, D, Fuentes-Pérez, J M, Huerta-Villalobos, Y R, Cruz, A A, Stelmach, R, Da Silva, J, Emuzyte, R, Kvedariene, V, Valiulis, A, Annesi-Maesano, I, Bosse, I, Demoly, P, Devillier, P, Fontaine, J F, Kuna, P, Samolinski, B, Klimek, L, Mösges, R, Pfaar, O, Shamai, S, Bewick, M, Ryan, D, Sheikh, A, Anto, J M, Cardona, V, Mullol, J, Valero, A, Chavannes, N H, Fokkens, W J, Reitsma, S, Roller-Wirnsberger, R E, Bindslev-Jensen, C & Eller, E 2018, ' Geolocation with respect to personal privacy for the Allergy Diary app-A MASK study ', World Allergy Organization Journal, vol. 11, 15 . https://doi.org/10.1186/s40413-018-0194-3, Samreth, D, Arnavielhe, S, Ingenrieth, F, Bedbrook, A, Onorato, G L, Murray, R, Almeida, R, Mizani, M, Fonseca, J A, Costa, E, Malva, J, Morais-Almeida, M, Pereira, A M, Todo-Bom, A, Menditto, E, Stellato, C, Ventura, M T, Larenas-Linnemann, D E, Fuentes Perez, J-M, Huerta-Villalobos, Y R, Cruz, A A, Stelmach, R, da Silva, J, Emuzyte, R, Kvedariene, V, Valiulis, A, Annesi-Maesano, I, Bosse, I, Demoly, P, Devillier, P, Fontaine, J F, Kuna, P, Samolinski, B, Klimek, L, Mosges, R, Pfaar, O, Shamai, S, Bewick, M, Ryan, D, Sheikh, A, Anto, J M, Cardona, V, Mullol, J, Valero, A L, Chavannes, N H, Fokkens, W J, Reitsma, S, Roller-Wirnsberger, R E, Tomazic, P V, Haahtela, T, Toppila-Salmi, S K, Valovirta, E, Makris, M, Papadopoulos, N G, Prokopakis, E, Psarros, F, Gemicioğlu, B, Yorgancioglu, A, Bindslev Jensen, C, Ellers, E, Kull, I, Wickman, M, Bachert, C, Hellings, P, Pugin, B, Bosnic-Anticevitch, S, O Hehir, R E, Kolek, V, Sova, M, Wehner, K, De Vries, G, Van Eerd, M, Laune, D, Wittmann, J & Bousquet, J 2018, ' Geolocation with respect to personal privacy for the Allergy Diary app-a MASK study ', World Allergy Organization Journal . https://doi.org/10.1186/s40413-018-0194-3
- Accession number :
- edsair.doi.dedup.....26b17f51c6b69e8fb11f090a34e5eb42
- Full Text :
- https://doi.org/10.1186/s40413-018-0194-3⟩