Title :
An IEB-oriented ITS model combined data mining with 3S technologies
Author :
Tian Junfeng ; Deng Anyuan
Author_Institution :
Sch. of Inf. Sci. & Technol., Jiu Jiang Univ., Jiujiang, China
Abstract :
With the rapid development of new theories and technologies, especially AI, data mining and emerging communication technologies, both data collection and smart data analysis have provided new approaches for the development and improvement of ITS (Intelligent Transportation Systems). This paper proposed an IEB-oriented ITS Model which combined data mining with 3S (RS, GIS, GPS) Technologies to help establish an intelligent data collection and smart analysis process for ITS. The specific requirements, framework, functions, and technologies are introduced to better understand and apply the model. Experience and behavior based data mining and all-round data collection functions with support of integration of 3S technologies are emphasized in this model. In the end, improvements based on technologies of the Internet of things, such as RFID and WSN, are also pointed out for further research.
Keywords :
Global Positioning System; Internet; data analysis; geographic information systems; remote sensing; traffic engineering computing; 3S technologies; GIS; GPS; IEB oriented ITS model; Internet; RS; data collection; geographical information system; global positioning system; intelligent data collection; intelligent transportation system; remote sensing; smart analysis process; smart data analysis; Artificial intelligence; Biological system modeling; Geographic Information Systems; Global Positioning System; Transportation; Wireless sensor networks; GIS; GPS; ITS; RS; data mining;
Conference_Titel :
Computer and Communication Technologies in Agriculture Engineering (CCTAE), 2010 International Conference On
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6944-4
DOI :
10.1109/CCTAE.2010.5543340