Privacy Preserving Data Mining for Deliberative Consultations

Piotr Andruszkiewicz

Abstract

In deliberative consultations, which utilise electronic surveys as a tool to obtain information from residents, preserving privacy plays an important role. In this paper investigation of a possibility of privacy preserving data mining techniques application in deliberative consultations has been conducted. Three main privacy preserving techniques; namely, heuristic-based, reconstruction-based, and cryptography-based have been analysed and a setup for online surveys performed within deliberative consultations has been proposed. This work can be useful for designers and administrators in the assessment of the privacy risks they face with a system for deliberative consultations. It can also be used in the process of privacy preserving incorporation in such a system in order to help minimise privacy risks to users.
Author Piotr Andruszkiewicz II
Piotr Andruszkiewicz,,
- The Institute of Computer Science
Pages102-113
Publication size in sheets0.55
Book Martínez-Álvarez Francisco, Troncoso Alicia, Quintián Héctor, Corchado Emilio (eds.): Hybrid Artificial Intelligent Systems. 11th International Conference, HAIS 2016, Proceedings, Lecture Notes in Artificial Intelligence, vol. 9648, 2016, Springer International Publishing, ISBN 978-3-319-32033-5, [978-3-319-32034-2], 765 p., DOI:10.1007/978-3-319-32034-2
Keywords in EnglishPrivacy preserving data mining – Deliberative consultations – Reconstruction-based technique – Cryptography-based technique – Heuristic-based technique
DOIDOI:10.1007/978-3-319-32034-2_9
URL http://link.springer.com/chapter/10.1007%2F978-3-319-32034-2_9
projectNew perspectives in dialogue: a model of deliberation and IT tools for social inclusion in decision-making. Project leader: Andruszkiewicz Piotr, , Phone: +48 22 234 7715, start date 16-07-2014, end date 31-08-2016, II/2014/NCBiR/1, Completed
WEiTI Projects financed by NCRD [Projekty finansowane przez NCBiR (NCBR)]
Development of new algorithms in the areas of software and computer architecture, artificial intelligence and information systems and computer graphics . Project leader: Rybiński Henryk, , Phone: +48 22 234 7731, start date 18-05-2015, end date 30-11-2016, II/2015/DS/1, Completed
WEiTI Działalność statutowa
Languageen angielski
File
ppdm4cons.pdf 217.12 KB
Score (nominal)15
ScoreMinisterial score = 15.0, 27-03-2017, BookChapterSeriesAndMatConf
Ministerial score (2013-2016) = 15.0, 27-03-2017, BookChapterSeriesAndMatConf
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