Collaborative real-time traffic information generation and sharing framework for the intelligent transportation system

Information Sciences

Volumn 180, Issue 1, 2010, Pages 62-70

  Lee, Wei Hsun ^a,b   Tseng, Shian Shyong ^a,c   Shieh, Wern Yarng ^d  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^b CHUNGHWA TELECOM CO LTD   (Taiwan)

^c ASIA UNIVERSITY   (Taiwan)

^d ST JOHN'S UNIVERSITY   (Taiwan)

Author keywords

Collective intelligence; Intelligent transportation system (ITS); Knowledge based system; Smart traffic agent; Traffic status prediction

Indexed keywords

ADVANCE TRAVELER INFORMATION SYSTEMS; ADVANCED TRAFFIC MANAGEMENT SYSTEMS; AUTOMATIC AGENTS; COLLECTIVE INTELLIGENCE; FRONT-END DEVICES; INTELLIGENT TRANSPORTATION SYSTEM (ITS); INTELLIGENT TRANSPORTATION SYSTEMS; KNOWLEDGE BASE SYSTEM; LOCATION-AWARE; REAL TIME TRAFFICS; REAL-TIME TRAFFIC INFORMATION; SMART TRAFFIC; SMART TRAFFIC AGENT; TIME ISSUES; TRAFFIC EVENT; TRAFFIC INFORMATION; TRAFFIC STATUS PREDICTION; USER-CENTRIC;

HIGHWAY TRAFFIC CONTROL; INFORMATION DISSEMINATION; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; KNOWLEDGE BASED SYSTEMS; LOCATION; TIME SHARING SYSTEMS; VEHICLE LOCATING SYSTEMS;

REAL TIME SYSTEMS;

EID: 70350755478     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2009.09.004     Document Type: Article

References (19)

1. E. Chung, M. Sarvi, Y. Murakami, R. Horiguchi, M. Kuwahara, Cleansing of probe car data to determine trip OD, in: Proceedings of 21st ARRB and 11th REAAA Conference, Cairns, Australia, 2003.
2. Tzu-Jung Cheng, Tyh-ming Lin, Yu-Ching Ou-Yang, 2001 Highway Capacity Manual in Taiwan, Government Publication No.: 1009001056, 2001, Available: .
3. Furtado V., Ayres L., de Oliveira M., Vasconcelos E., Caminha C., D'Orleans J., and Belchior M. Collective intelligence in law enforcement - the wikicrimes system. Elsevier Information Sciences 180 1 (2010) 4-17
4. Lee W.-H., Tseng S.-S., and Tsai S.-H. A knowledge base real-time travel time prediction system for urban network. Elsevier Expert Systems with Applications 36 3, Part 1 (2009) 4239-4247
5. H.E. Lin, R. Zito, A review of travel-time prediction in transport and logistics, in: Proceedings of the Eastern Asia Society for Transportation Studies, vol. 5, 2005, pp. 1433-1448.
6. Lin Y.T., Tseng S.S., and Tsai C.F. Design and implement of new object-oriented rule base management system. Elsevier Expert Systems with Applications 25 3 (2003) 369-385
7. Lykourentzou I., Papadaki K., Vergados D.J., Polemi D., and Loumos V. CorpWiki: a self-regulating wiki to promote corporate collective intelligence through expert peer matching. Elsevier Information Sciences 180 1 (2010) 18-38
8. T. Nakata, J. Takeuchi, Mining traffic data form probe-car system for travel time prediction, in: Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, WA, USA, August 2004, pp. 817-822.
9. Richards D. A social software/Web 2.0 approach to collaborative knowledge engineering. Elsevier Information Sciences 179 15 (2009) 2515-2523
10. Schut M.C. On model design for simulation of collective intelligence. Elsevier Information Sciences 180 1 (2010) 132-155
11. Shannon C., and Weaver W. The Mathematical Theory of Communication Urbana (1964), University of Illinois
12. J.S. Yang, Travel time prediction using the GPS test vehicle and Kalman filtering techniques, in: Proceedings of American Control Conference, Portland, OR, USA, 2005, pp. 2128-2133.
13. Hsin-Chieh Wu, The Application of Entropy of Data Fusion of Traffic Information, Thesis of Master of NCTU, 2004, pp. 16-19.
14. Ruei-Feng Wu, The Optimal Weighting Approach for Traffic Data Fusion, Thesis of Master of NCTU, 2006, pp. 11-27.
15. Yifeng Zhou, Henry Leung, Minimum entropy approach for multisensor data fusion, in: Proceedings of IEEE Signal Processing Workshop on Higher-Order Statistics (SPW-HOS '97), 1997, p. 0336.
16. DRAMA, Coretech Inc., 2003, Available: .
17. National traffic information center, Institute of Transportation MOTC, Available: .
18. Police station public traffic service, Police radio station, Available: .
19. TANFB Traffic information system, Taiwan Area National Freeway Bureau, MOTC, Available: http://www.1968.nfreeway.gov.tw/.