کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
379045 | 659256 | 2010 | 25 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
On the use of economic price theory to find the optimum levels of privacy and information utility in non-perturbative microdata anonymisation
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله

چکیده انگلیسی
Ideally, when microdata is anonymised, we should maximize both the level of privacy and the level information utility of a released microdata set. However, since privacy and information utility are conflicting requirements, it is difficult to find a good balance between the two goals. The objective and constraints of this optimization problem can be captured naturally with concepts from economic price theory. In this paper, we present an approach based on economic price theory for guiding the process of microdata anonymisation such that optimum levels of privacy and information utility are achieved.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Data & Knowledge Engineering - Volume 69, Issue 5, May 2010, Pages 399–423
Journal: Data & Knowledge Engineering - Volume 69, Issue 5, May 2010, Pages 399–423
نویسندگان
Marek P. Zielinski, Martin S. Olivier,