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Conceptual Model of the Automated Decision-Making Process in Analysis of Emergency Situations on Railway Transport
- Source :
- Lecture Notes in Business Information Processing, 13th International Conference on Research and Practical Issues of Enterprise Information Systems (CONFENIS), 13th International Conference on Research and Practical Issues of Enterprise Information Systems (CONFENIS), Dec 2019, Prague, Czech Republic. pp.153-162, ⟨10.1007/978-3-030-37632-1_14⟩, Lecture Notes in Business Information Processing ISBN: 9783030376314, CONFENIS
- Publication Year :
- 2019
- Publisher :
- HAL CCSD, 2019.
-
Abstract
- Part 4: Security and Privacy Issues; International audience; The article substantiates the need of the use of intelligent computer technologies in order to automate the process of analysis of emergency situations on the railway transport. There were considered the analysis variants with automatic generation of recommendations for managers for ES elimination in order to reduce time to develop and to make an informed decision. It is shown that during the analysis of emergencies on the railway transport a particular importance has the development of methods for creating decision support systems (DSS) based on the modeling of transient technogenic emergencies as a complex dynamic process taking into account cause and effect relationships. There is substantiated the necessity of the implementation of a modular software product for the intellectual analysis of emergency situations and the development of operational recommendations for managers on their liquidation. There was made the tasks detalization performed after the receipt of information on the development of the situation. On the basis of detailed tasks, there was created a conceptual model of the decision-making process. Developed a new formalized description of the model for the task of recognizing the situation and making primary decisions. The model differs from the known ones in that it takes into account the information dependencies of the situation parameters that are available to the decision maker. This makes it possible to formalize the decision-making process for recognizing and predicting a situation.
- Subjects :
- Receipt
Decision support system
Computer science
Process (engineering)
media_common.quotation_subject
Emergency situation analysis
[SHS.INFO]Humanities and Social Sciences/Library and information sciences
030508 substance abuse
02 engineering and technology
Task (project management)
Automatic generation of recommendations
03 medical and health sciences
020303 mechanical engineering & transports
0203 mechanical engineering
Risk analysis (engineering)
Order (exchange)
Conceptual model
[INFO]Computer Science [cs]
Product (category theory)
Decision-making
0305 other medical science
media_common
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-030-37631-4
- ISBNs :
- 9783030376314
- Database :
- OpenAIRE
- Journal :
- Lecture Notes in Business Information Processing, 13th International Conference on Research and Practical Issues of Enterprise Information Systems (CONFENIS), 13th International Conference on Research and Practical Issues of Enterprise Information Systems (CONFENIS), Dec 2019, Prague, Czech Republic. pp.153-162, ⟨10.1007/978-3-030-37632-1_14⟩, Lecture Notes in Business Information Processing ISBN: 9783030376314, CONFENIS
- Accession number :
- edsair.doi.dedup.....e3172840c544b50cdd8006e745ebdb27
- Full Text :
- https://doi.org/10.1007/978-3-030-37632-1_14⟩