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What is Decision Making (DM)

Automated Systems in the Aviation and Aerospace Industries
Is the cognitive process resulting in the selection of a belief or a course of action among several alternative possibilities.
Published in Chapter:
Machine Learning and Text Analysis in an Artificial Intelligent System for the Training of Air Traffic Controllers
Tetiana Shmelova (National Aviation University, Ukraine), Yuliya Sikirda (Kirovograd Flight Academy of the National Aviation University, Ukraine), Nina Rizun (Gdansk University of Technology, Poland), Vitaliy Lazorenko (National Aviation University, Ukraine), and Volodymyr Kharchenko (National Aviation University, Ukraine)
Copyright: © 2019 |Pages: 50
DOI: 10.4018/978-1-5225-7709-6.ch001
This chapter presents the application of new information technology in education for the training of air traffic controllers (ATCs). Machine learning, multi-criteria decision analysis, and text analysis as the methods of artificial intelligence for ATCs training have been described. The authors have made an analysis of the International Civil Aviation Organization documents for modern principles of ATCs education. The prototype of the neural network for evaluating the timeliness and correctness of the decision making by ATCs has been developed. The new theoretical and practical tasks for simulation and pre-simulation training have been obtained using expert judgment method. The methodology for sentiment analyzing the airline customers' opinions has been proposed. In addition, the examples of artificial intelligence systems and expert systems by the authors, students and colleagues from National Aviation University, Ukraine and Gdansk University of Technology, Poland have been proposed.
Full Text Chapter Download: US $37.50 Add to Cart
More Results
Use of Finite Markov Chains in Business Problems Involving Decision Making and Case-Based Reasoning
DM is the process of choosing a solution between two or more alternatives, aiming to achieve the best possible result for a given problem. Obviously, the above process has sense if, and only if, there are more than one feasible solutions and a suitable criterion that helps the decision maker to choose the best among those solutions.
Full Text Chapter Download: US $37.50 Add to Cart
Intelligent Automated System for Supporting the Collaborative Decision Making by Operators of the Air Navigation System During Flight Emergencies
Full Text Chapter Download: US $37.50 Add to Cart
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