ABSTRACT

Covering research at the frontier of this field, Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques presents state-of-the-art privacy-preserving data mining techniques for application domains, such as medicine and social networks, that face the increasing heterogeneity and complexity of new forms of data. Renowned authorities

part 1|2 pages

Part I: General Techniques

chapter 1|32 pages

Anonymity Technologies for Privacy-Preserving Data

ByPublishing and Mining

chapter 2|24 pages

Privacy Preservation in the Publication of Sparse Multidimensional Data

ByManolis Terrovitis, Nikos Mamoulis, Panos Kalnis

chapter 4|20 pages

Condensation-Based Methods in Emerging Application Domains

ByYucel Saygin, Mehmet Ercan Nergiz

part 2|2 pages

Part II: Traces and Streams

part 3|2 pages

Part III: Spatio-Temporal and Mobility Data

part 4|2 pages

Part IV: Time Series

part 5|2 pages

Part V: Biomedical Data

part 6|2 pages

Part VI: Web Usage Data

part 7|2 pages

Part VII: Social Networks

chapter 16|38 pages

The Social Web and Privacy: Practices, Reciprocity and Conflict Detection in Social Networks

BySeda Gu¨rses and Bettina Berendt

chapter 18|40 pages

Analyzing Private Network Data