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-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., Chavannes, N. H., Fokkens, W. J., Reitsma, S., Roller-Wirnsberger, R. E., Tomazic, P. V., Haahtela, T., Toppila-Salmi, S., Valovirta, E., Makris, M., Papadopoulos, N. G., Prokopakis, E. P., Psarros, F., Gemicioglu, B., Yorgancioglu, A., Bindslev-Jensen, C., Eller, E., Kull, I., Wickman, M., Bachert, C., Hellings, P. W., Pugin, B., Bosnic-Anticevich, S., O'Hehir, R. E., Kolek, V., Sova, M., Wehner, K., De Vries, G., van Eerd, M., Laune, D., Wittmann, J., Bousquet, J. and Poncelet, P. (2018). Geolocation with respect to personal privacy for the Allergy Diary app - a MASK study. World Allergy Organ. J., 11. AMSTERDAM: ELSEVIER. ISSN 1939-4551

Full text not available from this repository.

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.

Item Type: Journal Article
Creators:
CreatorsEmailORCIDORCID Put Code
Samreth, D.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Arnavielhe, S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Ingenrieth, F.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bedbrook, A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Onorato, G. L.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Murray, R.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Almeida, R.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Mizani, M. A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Fonseca, J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Costa, E.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Malva, J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Morais-Almeida, M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Pereira, A. M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Todo-Bom, A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Menditto, E.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Stellato, C.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Ventura, M. T.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Larenas-Linnemann, D.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Fuentes-Perez, J-M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Huerta-Villalobos, Y. R.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Cruz, A. A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Stelmach, R.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Da Silva, J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Emuzyte, R.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kvedariene, V.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Valiulis, A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Annesi-Maesano, I.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bosse, I.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Demoly, P.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Devillier, P.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Fontaine, J. F.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kuna, P.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Samolinski, B.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Klimek, L.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Mosges, R.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Pfaar, O.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Shamai, S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bewick, M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Ryan, D.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Sheikh, A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Anto, J. M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Cardona, V.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Mullol, J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Valero, A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Chavannes, N. H.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Fokkens, W. J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Reitsma, S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Roller-Wirnsberger, R. E.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Tomazic, P. V.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Haahtela, T.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Toppila-Salmi, S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Valovirta, E.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Makris, M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Papadopoulos, N. G.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Prokopakis, E. P.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Psarros, F.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Gemicioglu, B.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Yorgancioglu, A.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bindslev-Jensen, C.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Eller, E.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kull, I.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Wickman, M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bachert, C.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Hellings, P. W.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Pugin, B.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bosnic-Anticevich, S.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
O'Hehir, R. E.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kolek, V.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Sova, M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Wehner, K.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
De Vries, G.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
van Eerd, M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Laune, D.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Wittmann, J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bousquet, J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Poncelet, P.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
URN: urn:nbn:de:hbz:38-179673
DOI: 10.1186/s40413-018-0194-3
Journal or Publication Title: World Allergy Organ. J.
Volume: 11
Date: 2018
Publisher: ELSEVIER
Place of Publication: AMSTERDAM
ISSN: 1939-4551
Language: English
Faculty: Unspecified
Divisions: Unspecified
Subjects: no entry
Uncontrolled Keywords:
KeywordsLanguage
K-ANONYMITY; RHINITIS; TECHNOLOGYMultiple languages
Allergy; ImmunologyMultiple languages
Refereed: Yes
URI: http://kups.ub.uni-koeln.de/id/eprint/17967

Downloads

Downloads per month over past year

Altmetric

Export

Actions (login required)

View Item View Item