An activity-based mobility model and location management simulation framework
MSWiM '99 Proceedings of the 2nd ACM international workshop on Modeling, analysis and simulation of wireless and mobile systems
Experiences of developing and deploying a context-aware tourist guide: the GUIDE project
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Location based services in a wireless WAN using cellular digital packet data (CDPD)
Proceedings of the 2nd ACM international workshop on Data engineering for wireless and mobile access
'Caches in the Air': Disseminating Tourist Information in the Guide System
WMCSA '99 Proceedings of the Second IEEE Workshop on Mobile Computer Systems and Applications
An Adaptive, Location-Aware Hoarding Mechanism
ISCC '00 Proceedings of the Fifth IEEE Symposium on Computers and Communications (ISCC 2000)
NAPA: Nearest Available Parking Lot Application
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
PAWNs: Satisfying the need for ubiquitos secure connectivity and location services
IEEE Wireless Communications
Comparison of IP micromobility protocols
IEEE Wireless Communications
Mobile phone location determination and its impact on intelligent transportation systems
IEEE Transactions on Intelligent Transportation Systems
Techniques for Efficient Road-Network-Based Tracking of Moving Objects
IEEE Transactions on Knowledge and Data Engineering
Prediction intelligence in context-aware applications
Proceedings of the 6th international conference on Mobile data management
Mobile user movement prediction using bayesian learning for neural networks
IWCMC '07 Proceedings of the 2007 international conference on Wireless communications and mobile computing
TRAX: real-world tracking of moving objects
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Mining Frequent Trajectories of Moving Objects for Location Prediction
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
An Efficient Indexing Technique for Location Prediction of Moving Objects
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Location-dependent query processing: Where we are and where we are heading
ACM Computing Surveys (CSUR)
Adaptive user movement prediction for advanced location-aware services
SoftCOM'09 Proceedings of the 17th international conference on Software, Telecommunications and Computer Networks
The strategy design of compression and transmission on cGML spatial data and its application in LBS
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Towards the next generation of location-based services
W2GIS'07 Proceedings of the 7th international conference on Web and wireless geographical information systems
Location prediction model based on Bayesian network theory
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Path prediction and predictive range querying in road network databases
The VLDB Journal — The International Journal on Very Large Data Bases
A system for destination and future route prediction based on trajectory mining
Pervasive and Mobile Computing
A personal route prediction system based on trajectory data mining
Information Sciences: an International Journal
Real-time monitoring of moving objects using frequently used routes
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
User movement prediction based on traffic topology for value added services
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Adaptive buffering-based on handoff prediction for wireless internet continuous services
HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications
Panda: a predictive spatio-temporal query processor
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Predictive spatio-temporal queries: a comprehensive survey and future directions
Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems
A “semi-lazy” approach to probabilistic path prediction in dynamic environments
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
GTube: geo-predictive video streaming over HTTP in mobile environments
Proceedings of the 5th ACM Multimedia Systems Conference
A prediction framework based on contextual data to support Mobile Personalized Marketing
Decision Support Systems
Location Prediction Based on a Sector Snapshot for Location-Based Services
Journal of Network and Systems Management
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Location-Based Services (LBSs) utilize information about users' locations through location-aware mobile devices to provide services, such as nearest features of interest, they request. This is a common strategy in LBSs and although it is needed and benefits the users, there are additional benefits when future locations (e.g., locations at later times) are predicted. One major advantage of location prediction is that it provides LBSs with extended resources, mainly time, to improve system reliability which in return increases the users' confidence and the demand for LBSs. However, much of the current location prediction research is focused on generalized location models, where the geographic extent is divided into regular-shape cells. These models are not suitable for certain LBSs whose objective is to compute and present on-road services, because a cell may contain several roads while the computation and delivery of a service may require the exact road on which the user is driving. We propose a new model, called Predictive Location Model (PLM), to predict locations in LBSs with road-level granularities. The premise of PLM is geometrical and topological techniques allowing users to receive timely and desired services.