Cognitive and ontological modeling for decision support in the tasks of the urban transportation system development management

D. Parygin, N. Sadovnikova, A. Kravets, E. Gnedkova
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引用次数: 20

Abstract

Rapid changes in the urban environment as a results of technological progress require new approaches to the development of transport infrastructure, which will increase the performance of the transport system, improve the quality of its operation and safety. It is necessary to maintain the quality of life, business and economical stability of the city. However, the development of the transport system or its radical transformation is a large-scale investment, which is not always easy to decide, especially in the face of uncertainty: lack of knowledge about the process and fluctuations in the economy. Deficient of transport services aspects study will inevitably lead to losses of life quality. Thereby the development of methods for optimizing the route network of public transport, which will link the demand and supply of transport services, is an urgent task. In this paper, we propose a new approach to the construction and refinement of the ontological model of knowledge representation about the city transport system using cognitive modeling.
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城市交通系统发展管理任务决策支持的认知和本体论建模
由于技术进步,城市环境发生了迅速的变化,因此需要采用新的方法来发展运输基础设施,这将提高运输系统的性能,改善其操作质量和安全。它是维持城市生活质量、商业和经济稳定的必要条件。然而,交通系统的发展或其彻底改造是一项大规模投资,这并不总是容易决定的,特别是在面对不确定性的情况下:缺乏对经济过程和波动的了解。缺乏交通服务方面的研究必然会导致生活质量的损失。因此,发展优化公共交通路线网络的方法,将运输服务的需求和供应联系起来,是一项紧迫的任务。本文提出了一种基于认知建模的城市交通系统知识表示本体论模型的构建和改进方法。
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