A Visual Analytics Approach to Exploration of Large Amounts of Movement Data
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
Towards a geometric interpretation of double-cross matrix-based similarity of polylines
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
Towards Trajectory Anonymization: a Generalization-Based Approach
Transactions on Data Privacy
Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project
Privacy, Security, and Trust in KDD
Visually driven analysis of movement data by progressive clustering
Information Visualization
Towards a taxonomy of movement patterns
Information Visualization
Trajectory Voting and Classification Based on Spatiotemporal Similarity in Moving Object Databases
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Exploring movement-similarity analysis of moving objects
SIGSPATIAL Special
Map matching and uncertainty: an algorithm and real-world experiments
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Advanced knowledge discovery on movement data with the GeoPKDD system
Proceedings of the 13th International Conference on Extending Database Technology
Proceedings of the 5th French-Speaking Conference on Mobility and Ubiquity Computing
Performance study of active tracking in a cellular network using a modular signaling platform
Proceedings of the 8th international conference on Mobile systems, applications, and services
Show me how you move and I will tell you who you are
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS
Efficient k-nearest neighbor search on moving object trajectories
The VLDB Journal — The International Journal on Very Large Data Bases
Unsupervised trajectory sampling
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Exploring real mobility data with M-atlas
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Mobility data mining: discovering movement patterns from trajectory data
Proceedings of the Second International Workshop on Computational Transportation Science
Key issues and theoretical framework on moving objects data mining
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Ubiquitous knowledge discovery
Ubiquitous knowledge discovery
A conceptual framework and taxonomy of techniques for analyzing movement
Journal of Visual Languages and Computing
Editorial: Challenging problems of geospatial visual analytics
Journal of Visual Languages and Computing
Show Me How You Move and I Will Tell You Who You Are
Transactions on Data Privacy
Mining mobility user profiles for car pooling
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Revisiting sequential pattern hiding to enhance utility
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Unveiling the complexity of human mobility by querying and mining massive trajectory data
The VLDB Journal — The International Journal on Very Large Data Bases
ER'11 Proceedings of the 30th international conference on Conceptual modeling
Trajectory data analysis using complex networks
Proceedings of the 15th Symposium on International Database Engineering & Applications
A hybrid model and computing platform for spatio-semantic trajectories
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part I
Visually exploring movement data via similarity-based analysis
Journal of Intelligent Information Systems
Proceedings of the 15th International Conference on Extending Database Technology
Combining local and global profiles for mobility prediction in LTE femtocells
Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
A Query Language for Mobility Data Mining
International Journal of Data Warehousing and Mining
Graph-Based approaches to clustering network-constrained trajectory data
NFMCP'12 Proceedings of the First international conference on New Frontiers in Mining Complex Patterns
Semantic trajectories: Mobility data computation and annotation
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
Semantic trajectories modeling and analysis
ACM Computing Surveys (CSUR)
Proceedings of The First ACM SIGSPATIAL International Workshop on Computational Models of Place
The quantum cryptographic switch
Quantum Information Processing
On the Management and Analysis of Our LifeSteps
ACM SIGKDD Explorations Newsletter
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The technologies of mobile communications and ubiquitous computing pervade our society, and wireless networks sense the movement of people and vehicles, generating large volumes of mobility data. This is a scenario of great opportunities and risks: on one side, mining this data can produce useful knowledge, supporting sustainable mobility and intelligent transportation systems; on the other side, individual privacy is at risk, as the mobility data contain sensitive personal information. A new multidisciplinary research area is emerging at this crossroads of mobility, data mining, and privacy. This book assesses this research frontier from a computer science perspective, investigating the various scientific and technological issues, open problems, and roadmap. The editors manage a research project called GeoPKDD, Geographic Privacy-Aware Knowledge Discovery and Delivery, funded by the EU Commission and involving 40 researchers from 7 countries, and this book tightly integrates and relates their findings in 13 chapters covering all related subjects, including the concepts of movement data and knowledge discovery from movement data; privacy-aware geographic knowledge discovery; wireless network and next-generation mobile technologies; trajectory data models, systems and warehouses; privacy and security aspects of technologies and related regulations; querying, mining and reasoning on spatiotemporal data; and visual analytics methods for movement data. This book will benefit researchers and practitioners in the related areas of computer science, geography, social science, statistics, law, telecommunications and transportation engineering.