A Big-Data based and process-oriented decision support system for traffic management
| Autor: | Ricardo Colomo-Palacios, Alejandro Vera-Baquero |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
FOS: Computer and information sciences
Big Data Decision support system Event-Driven Computer science Business process Reliability (computer networking) Big data Decision Support Systems Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Annen informasjonsteknologi: 559 [VDP] Computer Science - Computers and Society Business Intelligence Traffic Management Big Data Analytics Computers and Society (cs.CY) Business Process Information system lcsh:Management information systems business.industry Process Monitoring Cloud Computing Risk analysis (engineering) Traffic congestion lcsh:T58.6-58.62 Business intelligence Performance indicator business |
| Zdroj: | e5 EAI Endorsed Transactions on Scalable Information Systems EAI Endorsed Transactions on Scalable Information Systems, Vol 5, Iss 17, Pp 1-13 (2018) |
| Popis: | Data analysis and monitoring of road networks in terms of reliability and performance are valuable but hard to achieve, especially when the analytical information has to be available to decision makers on time. The gathering and analysis of the observable facts can be used to infer knowledge about traffic congestion over time and gain insights into the roads safety. However, the continuous monitoring of live traffic information produces a vast amount of data that makes it difficult for business intelligence (BI) tools to generate metrics and key performance indicators (KPI) in nearly real-time. In order to overcome these limitations, we propose the application of a big-data based and process-centric approach that integrates with operational traffic information systems to give insights into the road network's efficiency. This paper demonstrates how the adoption of an existent process-oriented DSS solution with big-data support can be leveraged to monitor and analyse live traffic data on an acceptable response time basis. |
| Databáze: | OpenAIRE |
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