# Querying and Extracting Timeline Information from Road Traffic Sensor Data
## 5 Timeline Query Index and Analytical Query Processing
### TQ-index Construction
#### Congestion Event Detection
* [PERSON] and [PERSON] (2012) [PERSON]; [PERSON]; [PERSON] Congestion-aware traffic routing system using sensor data. In Proceedings of the 15 th International IEEE Conference on Intelligent Transportation Systems (ITSC), Anchorage, AK, USA, 16-19 September 2012; pp. 1006-1013. * (30) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Distributed media services in P2P-based vehicular networks. _IEEE Trans. Veh. Technol._**2011**, _60_, 692-703. * (31) [PERSON] Mobile device-to-device video distribution: Theory and application. _ACM Trans. Multimed. Comput. Commun. Appl._**2016**, _12_, 38. * (32) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Routing in internet of vehicles: A review. _IEEE Trans. Intell. Transp. Syst._**2015**, _16_, 2339-2352. * (33) [PERSON]; [PERSON]; [PERSON] Efficient distributed query processing. _IEEE Trans. Autom. Sci. Eng._**2016**, _13_, 1230-1246. * (34) [PERSON]; [PERSON] _ITS Handbook_, 2 nd ed. ; Route 2 Market Ltd.: Kent, UK, 2004. * (35) [PERSON]; [PERSON] Analysis of intelligent transportation systems using model-driven simulations. _Sensors_**2015**, _15_, 14116-14141. * (36) [PERSON]; [PERSON] A survey on urban traffic management system using wireless sensor networks. _Sensors_**2016**, _16_, 157. * (37) [PERSON]; [PERSON]; [PERSON] Towards building a high performance spatial query system for large scale medical imaging data. In Proceedings of the 20 th International Conference on Advances in Geographic Information Systems, Redondo Beach, CA, USA, 7-9 November 2012; pp. 309-318. * (38) [PERSON]; [PERSON]; [PERSON] Improving the performance of precise query processing on large-scale nested data with uniHash index. _Int. J. Database Theory Appl._**2015**, \(8\), 111-128. * (39) [PERSON]; [PERSON]; [PERSON]; [PERSON]. Tedas: A twitter-based event detection and analysis system. In Proceedings of the 28 th International Conference on Data Engineering, Washington, DC, USA, 1-5 April 2012; pp. 1273-1276. * (40) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON] Timeline index: A unified data structure for processing queries on temporal data in SAP HANA. In Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data, New York, NY, USA, 22-27 June 2013; pp. 1173-1184. * (41) [PERSON]; [PERSON]; [PERSON] TransDec:A spatiotemporal query processing framework for transportation systems. In Proceedings of the 26 th International Conference on Data Engineering, Long Beach, CA, USA, 1-6 March 2010; pp. 1197-1200. * (42) [PERSON]; [PERSON]; [PERSON] A survey of traffic data visualization. _IEEE Trans. Intell. Transp. Syst._**2015**, _16_, 2970-2984. * (43) [PERSON]; [PERSON]; [PERSON] Traffic origins: A simple visualization technique to support traffic incident analysis. In Proceedings of the 2014 IEEE Pacific Visualization Symposium, Yokohama, Japan, 4-7 March 2014; pp. 316-319. * (44) Facebook, Inc. Introducing Timeline. Available online: [[https://www.facebook.com/about/timeline](https://www.facebook.com/about/timeline)]([https://www.facebook.com/about/timeline](https://www.facebook.com/about/timeline)) (accessed on 22 September 2011). * (45) Twitter, Inc. What's a Twitter Timeline. Available online: [[https://support.twitter.com/articles/164083-what-s-a-twitter-timeline](https://support.twitter.com/articles/164083-what-s-a-twitter-timeline)]([https://support.twitter.com/articles/164083-what-s-a-twitter-timeline](https://support.twitter.com/articles/164083-what-s-a-twitter-timeline)) (accessed on 1 October 2011). * (46) [PERSON]; [PERSON]; [PERSON] Urban traffic state estimation considering resident travel characteristics and road network capacity. _J. Transp. Syst. Eng. Inf. Technol._**2011**, _11_, 81-85. * (47) [PERSON]; [PERSON]; [PERSON] Loop invariants: Analysis, classification, and examples. _ACM Comput. Surv._**2014**, _46_, 1-51.