Supporting Privacy Control and Personalized Data Usage Explanations in a Context-Based Adaptive Collaboration Environment
The General Data Protection Regulation, e.g., provides the “right of access by the data subject” and demands explanations of data usages, i.e. explanations where and for what purpose personal data is being processed. Supporting this kind of privacy control and related personalized explanations of data usage in context-based adaptive collaboration environments are big challenges. Currently, users cannot retrace the usage and the storage of their personal data in context-based adaptive collaboration environments. We address the aforementioned challenges by developing a context-based adaptive collaboration platform, the CONTact platform, that can be linked to or integrated into different kinds of collaboration environments (e.g., meinDorf55+, a novel community support system for elderly). The CONTact platform supports users with privacy control and personalized explanations of data usages. In this paper we present an excerpt of our extended domain model and two sample situations when privacy control and personalized explanations get relevant. We use a sample ontology that is based on our domain model to illustrate the related processes and rules. Using our approach users can control their data usage and are able to get personalized explanations of their data usage in a context-based adaptive collaboration environment. This helps us observing legal regulations, e.g. privacy laws like the GDPR.
KeywordsContext-based Adaptive Collaboration environment Privacy control Personalized explanations Legal regulations GDPR
The project is supported (was supported) by funds of the Federal Ministry of Food and Agriculture (BMEL) based on a decision of the Parliament of the Federal Republic of Germany via the Federal Office for Agriculture and Food (BLE) under the rural development programme.
- 3.Veiel, D., Haake, J.M., Lukosch, S., Kolfschoten, G.: On the acceptance of automatic facilitation in a context-adaptive group support system. In: 2013 46th Hawaii International Conference on System Sciences, pp. 509–518. IEEE (2013)Google Scholar
- 5.Brezillon, P.J.: Contextualized explanations. In: Proceedings of International Conference on Expert Systems for Development, pp. 119–124. IEEE (1994)Google Scholar
- 7.Dey, A.K.: Explanations in context-aware systems. In: Proceedings of the Fourth International Conference on Explanation-Aware Computing (EXACT 2009), pp. 84–93 (2009)Google Scholar
- 8.Tahir, H., Brézillon, P.: Contextual graphs platform as a basis for designing a context-based intelligent assistant system. In: Brézillon, P., Blackburn, P., Dapoigny, R. (eds.) CONTEXT 2013. LNCS (LNAI), vol. 8175, pp. 259–273. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-40972-1_20CrossRefGoogle Scholar
- 12.Guarino, N.: Formal ontology in information systems. In: Proceedings of the First International Conference (FOIS 1998), Trento, Italy, 6–8 June 1998, vol. 46. IOS Press (1998)Google Scholar
- 13.Dey, A.K., Newberger, A.: Support for context-aware intelligibility and control. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 859–868. ACM (2009)Google Scholar
- 14.Lim, B.Y., Dey, A.K.: Toolkit to support intelligibility in context-aware applications. In: Proceedings of the 12th ACM International Conference on Ubiquitous Computing, pp. 13–22. ACM (2010)Google Scholar
- 15.Lim, B.Y., Dey, A.K.: Design of an intelligible mobile context-aware application. In: Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services, pp. 157–166. ACM (2011)Google Scholar
- 16.Kapitsaki, G.M.: Reflecting user privacy preferences in context-aware web services. In: 2013 IEEE 20th International Conference on Web Services, pp. 123–130. IEEE (2013)Google Scholar
- 17.Kapitsaki, G., Ioannou, J., Cardoso, J., Pedrinaci, C.: Linked USDL privacy: describing privacy policies for services. In: 2018 IEEE International Conference on Web Services (ICWS), pp. 50–57. IEEE (2018)Google Scholar
- 18.Bellotti, V., Sellen, A.: Design for privacy in ubiquitous computing environments. In: de Michelis, G., Simone, C., Schmidt, K. (eds.) Proceedings of the Third European Conference on Computer-Supported Cooperative Work 13–17 September 1993, Milan, Italy ECSCW 1993, pp. 77–92. Springer, Dordrecht (1993)Google Scholar
- 20.Hussain, S.S., Veiel, D., Haake, J.M., Lukosch, S.: Facilitating understanding of team-based adaptation policies. In: 6th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2010), pp. 1–8. IEEE (2010)Google Scholar