Property, Privacy, and Personal Data

Property, Privacy, and Personal Data

Protection or Privacy? Data Mining and Personal Data

A multiclass classification method based on output design p. 15 Regularized semi-supervised classification on manifold p. 20 Similarity-based sparse feature extraction using local manifold learning p. 30 Generalized conditional entropy and a metric splitting criterion for decision trees p. 35 RNBL-MN : a recursive naive Bayes learner for sequence classification p. 45 TRIPPER : rule learning usi...

Personal Attributes and Privacy

The aggregation of personal attributes into user profiles is a significant privacy concern. Existing attribute management systems support the controlled release of attributes and unlinkability between session protocols, but do not address the problem that attributes distributed in this way may be data-mined for features that allow user profiles to be reconstructed. This paper identifies the agg...

Personal Privacy and the Web of Linked Data

This paper reports the results of a study investigating the user privacy challenges when personal data is published within linked data environments. Motivated by GetThere, a passenger information system that crowdsources transport information from users (including personal data, such as their location), four scenarios are outlined that illustrate how linked data environments can impact upon use...

Personal control of privacy and data: Estonian experience

The Republic of Estonia leads Europe in the provision of public digital services. The national communications and transactions platform allows for twenty-first century governance by allowing for transparency, e-safety (inter alia privacy), e-security, entrepreneurship and, among other things, rising levels of prosperity, and well-being for all its Citizens. However, a series of Information Infr...