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Mobility, Data Mining and Privacy

Geographic Knowledge Discovery

Mobile communications and ubiquitous computing generate large volumes of data. Mining this data can produce useful knowledge, yet individual privacy is at risk. This book investigates the various scientific and technological issues of mobility data, open problems, and roadmap. The editors manage a research project called GeoPKDD, Geographic Privacy-Aware Knowledge Discovery and Delivery, and this book relates their findings in 13 chapters covering all related subjects.

In the area of data mining, we have seen a similar development. Many data
mining techniques – such as frequent set and association rule mining,
classification, prediction and clustering – were first developed for typical alpha-
numerical ...