Construction of dynamic adaptive interfaces of information-management systems based on methods of artificial intelligence
Keywords:
adaptive interfaces; multi-agent technologies; control operators; statistical methods; genetic algorithmAbstract
The problem of constructing adaptive interfaces for interaction between operators and a complex information management system is considered. We propose the use of multi-agent technologies and the principle of scenario planning within the framework of the concept under consideration. Examples of the use of statistical methods for assessing the significance of differences in the results of testing groups of operators are given. The influence of the analysis of the characteristics of operators on achieving their goals is noted. To distribute the tasks of the operators of a complex distributed technical system, genetic algorithm is used.Downloads
Published
2018-18-06
Issue
Section
INFORMATICS, COMPUTER ENGINEERING AND MANAGEMENT