The design of a context-aware service system in intelligent transportation system
Various sensors have achieved large-scale deployment as important data sources in intelligent transportation systems, and abundant data are generated and processed into useful information and new services. The means by which to make effective use of this information and these services to benefit the...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2017-10-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/1550147717738165 |
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| _version_ | 1850224540407300096 |
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| author | Jingkun Chang Wenbin Yao Xiaoyong Li |
| author_facet | Jingkun Chang Wenbin Yao Xiaoyong Li |
| author_sort | Jingkun Chang |
| collection | DOAJ |
| description | Various sensors have achieved large-scale deployment as important data sources in intelligent transportation systems, and abundant data are generated and processed into useful information and new services. The means by which to make effective use of this information and these services to benefit the driver and improve road safety is very important in an intelligent transportation system. This research aims to describe the design and implementation of a context-aware service system for perceiving the driving situation and providing the most appropriate function or information services to address the actual needs in a driving assistance environment. To describe various hazardous situations, the status-emphasized context model and reasoning rules are proposed to abstract the context information and facilitate better understanding the driver’s context. The approach of customized service invocation is proposed by the retrieval of the service configuration model, which builds the relationship between the driver’s status and appropriate business services. In addition, to address the situations with multiple hazards, a priority- and severity-based invocation control algorithm is proposed; through this algorithm, the invocation procedure can be determined based on the priority and severity of the hazards. An evaluation based on computational experiments is conducted to verify the availability and validity of the service system. |
| format | Article |
| id | doaj-art-59e89b67e2914eb4983d4ce847d3b1cc |
| institution | OA Journals |
| issn | 1550-1477 |
| language | English |
| publishDate | 2017-10-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-59e89b67e2914eb4983d4ce847d3b1cc2025-08-20T02:05:35ZengWileyInternational Journal of Distributed Sensor Networks1550-14772017-10-011310.1177/1550147717738165The design of a context-aware service system in intelligent transportation systemJingkun Chang0Wenbin Yao1Xiaoyong Li2Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, ChinaBeijing Key Laboratory of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, ChinaKey Laboratory of Trustworthy Distributed Computing and Service, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, ChinaVarious sensors have achieved large-scale deployment as important data sources in intelligent transportation systems, and abundant data are generated and processed into useful information and new services. The means by which to make effective use of this information and these services to benefit the driver and improve road safety is very important in an intelligent transportation system. This research aims to describe the design and implementation of a context-aware service system for perceiving the driving situation and providing the most appropriate function or information services to address the actual needs in a driving assistance environment. To describe various hazardous situations, the status-emphasized context model and reasoning rules are proposed to abstract the context information and facilitate better understanding the driver’s context. The approach of customized service invocation is proposed by the retrieval of the service configuration model, which builds the relationship between the driver’s status and appropriate business services. In addition, to address the situations with multiple hazards, a priority- and severity-based invocation control algorithm is proposed; through this algorithm, the invocation procedure can be determined based on the priority and severity of the hazards. An evaluation based on computational experiments is conducted to verify the availability and validity of the service system.https://doi.org/10.1177/1550147717738165 |
| spellingShingle | Jingkun Chang Wenbin Yao Xiaoyong Li The design of a context-aware service system in intelligent transportation system International Journal of Distributed Sensor Networks |
| title | The design of a context-aware service system in intelligent transportation system |
| title_full | The design of a context-aware service system in intelligent transportation system |
| title_fullStr | The design of a context-aware service system in intelligent transportation system |
| title_full_unstemmed | The design of a context-aware service system in intelligent transportation system |
| title_short | The design of a context-aware service system in intelligent transportation system |
| title_sort | design of a context aware service system in intelligent transportation system |
| url | https://doi.org/10.1177/1550147717738165 |
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