Spatio-temporal Databases in Urban Transportation

In this paper we describe applications, research issues, and approaches related to Intelligent Transportation Systems (ITS). More specifically, we focus on spatio-temporal databases in urban transportation. We address the issues of trip planning and navigation, abstraction of concepts from spatio-temporal sensor data, mobile peer-to-peer data management, and social networks and crowd-sourcing. These issues are strongly related to ITS efforts currently undertaken throughout the world, particularly the IntelliDrive initiative of the US Department of Transportation.

[1]  Levente Buttyán,et al.  Nash equilibria of packet forwarding strategies in wireless ad hoc networks , 2006, IEEE Transactions on Mobile Computing.

[2]  James Biagioni,et al.  TransitGenie: a context-aware, real-time transit navigator , 2009, SenSys '09.

[3]  Shashi Shekhar,et al.  Evacuation route planning: scalable heuristics , 2007, GIS.

[4]  A. Prasad Sistla,et al.  Opportunistic Data Dissemination in Mobile Peer-to-Peer Networks , 2005, SSTD.

[5]  Naphtali Rishe,et al.  Communication Reduction for Floating Car Data-Based Traffic Information Systems , 2010, 2010 Second International Conference on Advanced Geographic Information Systems, Applications, and Services.

[6]  R Zito,et al.  ARTERIAL ROAD TRAVEL TIME PREDICTION , 2007 .

[7]  Jie Lin,et al.  Machine learning approach to report prioritization with an application to travel time dissemination , 2009, IWCTS '09.

[8]  Nectaria Tryfona,et al.  Dynamic Travel Time Maps - Enabling Efficient Navigation , 2006, 18th International Conference on Scientific and Statistical Database Management (SSDBM'06).

[9]  Yang Zhang,et al.  CarTel: a distributed mobile sensor computing system , 2006, SenSys '06.

[10]  Caitlin D Cottrill,et al.  Approaches to Privacy Preservation in Intelligent Transportation Systems and Vehicle–Infrastructure Integration Initiative , 2009 .

[11]  L. Felipe Perrone A Systems Approach to Scalable Transportation Network Modeling , 2006 .

[12]  Peter C. Nelson,et al.  Attribute Constrained Rules for Partially Labeled Sequence Completion , 2009, ICDM.

[13]  Ouri Wolfson,et al.  A weight-based map matching method in moving objects databases , 2004, Proceedings. 16th International Conference on Scientific and Statistical Database Management, 2004..

[14]  Ouri Wolfson,et al.  Accuracy and Resource Concumption in Tracking and Location Prediction , 2003, SSTD.

[15]  Joshua Auld,et al.  An automated GPS-based prompted recall survey with learning algorithms , 2009 .

[16]  Bo Xu,et al.  Multimedia traffic information in vehicular networks , 2009, GIS.

[17]  Hans-Peter Kriegel,et al.  Route skyline queries: A multi-preference path planning approach , 2010, 2010 IEEE 26th International Conference on Data Engineering (ICDE 2010).

[18]  S. Buchegger,et al.  A Robust Reputation System for Peer-to-Peer and Mobile Ad-hoc Networks , 2004 .

[19]  R Zito,et al.  A review of travel-time prediction in transport and logistica , 2005 .

[20]  Ouri Wolfson,et al.  Spatio-temporal data reduction with deterministic error bounds , 2003, DIALM-POMC '03.

[21]  Liviu Iftode,et al.  TrafficView: a scalable traffic monitoring system , 2004, IEEE International Conference on Mobile Data Management, 2004. Proceedings. 2004.

[22]  Naphtali Rishe,et al.  Benefit and Pricing of Spatio-Temporal Information in Mobile Peer-to-Peer Networks , 2006, Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06).

[23]  Ouri Wolfson,et al.  Extracting Semantic Location from Outdoor Positioning Systems , 2006, 7th International Conference on Mobile Data Management (MDM'06).

[24]  Hermann Rohling,et al.  SOTIS - a self-organizing traffic information system , 2003, The 57th IEEE Semiannual Vehicular Technology Conference, 2003. VTC 2003-Spring..

[25]  Klaus H. Hinrichs,et al.  Managing uncertainty in moving objects databases , 2004, TODS.

[26]  Bart van Arem,et al.  The Impact of Cooperative Adaptive Cruise Control on Traffic-Flow Characteristics , 2006, IEEE Transactions on Intelligent Transportation Systems.

[27]  Jianwen Su,et al.  Universal trajectory queries for moving object databases , 2004, IEEE International Conference on Mobile Data Management, 2004. Proceedings. 2004.