Mathematical Models of Human-Computer Interaction. Analysis of Human Operator Activity in Terms of Error Generation and Problem Elimination

2022 IEEE 9th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T) Pub Date : 2022-10-10 DOI:10.1109/PICST57299.2022.10238654

E. Lavrov

{"title":"Mathematical Models of Human-Computer Interaction. Analysis of Human Operator Activity in Terms of Error Generation and Problem Elimination","authors":"E. Lavrov","doi":"10.1109/PICST57299.2022.10238654","DOIUrl":null,"url":null,"abstract":"The paper deals with the task of modeling the processes of occurrence and elimination of errors in control systems and assessment of indicators of reliability. The model of building a functional network, which describes the interaction of a human-operator and computer, was chosen as the main concept. A method for the analytical evaluation of the reliability and time indicators of the control process based on the construction of a system of typical models for activity is proposed. A system for imitation modeling of man-computer interaction (when the creation of an analytical model is very difficult, or for correctness analysis of an analytical model) has been developed. The computer technology for the reliability analysis of man-computer system has been suggested. Examples of mathematical models and results of modeling a human-machine system in Matlab are given. The results can be useful in solving problems of ensuring reliability and searching for ergonomic reserves to increase efficiency of control systems.","PeriodicalId":330544,"journal":{"name":"2022 IEEE 9th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 9th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PICST57299.2022.10238654","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

Abstract

The paper deals with the task of modeling the processes of occurrence and elimination of errors in control systems and assessment of indicators of reliability. The model of building a functional network, which describes the interaction of a human-operator and computer, was chosen as the main concept. A method for the analytical evaluation of the reliability and time indicators of the control process based on the construction of a system of typical models for activity is proposed. A system for imitation modeling of man-computer interaction (when the creation of an analytical model is very difficult, or for correctness analysis of an analytical model) has been developed. The computer technology for the reliability analysis of man-computer system has been suggested. Examples of mathematical models and results of modeling a human-machine system in Matlab are given. The results can be useful in solving problems of ensuring reliability and searching for ergonomic reserves to increase efficiency of control systems.

查看原文本刊更多论文

人机交互的数学模型。从错误产生和问题消除的角度分析人类操作员的活动

本文研究了控制系统中误差发生和消除过程的建模以及可靠性指标的评估。构建功能网络的模型描述了操作员与计算机之间的交互作用，被选为主要概念。提出了一种基于活动典型模型系统构建的控制过程可靠性和时间指标的分析评价方法。开发了一种用于人机交互的模拟建模系统(当分析模型的创建非常困难时，或用于分析模型的正确性分析)。提出了人机系统可靠性分析的计算机技术。给出了用Matlab对人机系统进行建模的数学模型实例和结果。研究结果可用于解决控制系统的可靠性保证问题和寻找符合人体工程学的储备以提高控制系统的效率。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

2022 IEEE 9th International Conference on Problems of Infocommunications, Science and Technology (PIC S&T)

自引率

0.00%

发文量