Chapter
Apr 26, 2012
Data Mining Platform Based on AIS Data
Publication: International Conference on Transportation Engineering 2009
Abstract
The purpose of marine traffic survey is to gather and analyze basic data by using all effective means so that researchers are able to know the traffic status, characteristics and general rules both from macroscopic and microscopic views. Based on the data from distributed system, database technology, the paper sets up the AIS Data Mining Platform and then obtain the eigenvalue to reflect the marine traffic by the means of Clustering and statistics. The platform can offer basic data support for further data mining, marine traffic flow forecast and development and programming of marine traffic engineering.
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Information
Published In
International Conference on Transportation Engineering 2009
Pages: 4465 - 4470
Copyright
© 2009 American Society of Civil Engineers.
History
Published online: Apr 26, 2012
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ASCE Technical Topics:
- Automatic identification systems
- Data analysis
- Data collection
- Detection methods
- Engineering fundamentals
- Infrastructure
- Methodology (by type)
- Research methods (by type)
- Surveys (non-geomatic)
- Traffic analysis
- Traffic engineering
- Traffic flow
- Traffic management
- Traffic surveys
- Transportation engineering
- Water transportation
Authors
Affiliations
Jimei University, No.1 Jiageng Road, Jimei, XIAMEN, China, 361021. E-mail: [email protected]
Jimei University, No.1 Jiageng Road, Jimei, XIAMEN, China, 361021. E-mail: [email protected]
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