MOBILITY, DATA MINING AND PRIVACY

By SARAH WHITE

CONTENTS MOBILITY, DATA MINING AND PRIVACY: A VISION OF CONVERGENCE BASIC CONCEPTS OF MOVEMENT DATA CHARACTERISING THE NEXT GENERATION OF MOBILE APPLICATIONS THROUGH A PRIVACY-AWARE GEOGRAPHIC KNOWLEDGE DISCOVERY PROCESS WIRELESS NETWORK DATA SOURCES: TRACKING AND SYNTHESIZING TRAJECTORIES PRIVACY PROTECTION: REGULATIONS AND TECHNOLOGIES, OPPORTUNITIES AND THREATS TRAJECTORY DATA MODELS TRAJECTORY DATABASE SYSTEMS TOWARDS TRAJECTORY DATA WAREHOUSES PRIVACY AND SECURITY IN SPATIOTEMPORAL DATA AND TRAJECTORIES KNOWLEDGE DISCOVERY FROM GEOGRAPHICAL DATA 10 SPATIOTEMPORAL DATA MINING 11 PRIVACY IN SPATIOTEMPORAL DATA MINING 12 QUERYING AND REASONING FOR SPATIOTEMPORAL DATA MINING 13 VISUAL ANALYTICS METHODS FOR MOVEMENT DATA