Performance Evaluation Process and Express Decision

被引:0
作者
Yemelyanov, Alexander [1 ]
Yemelyanov, Alla [1 ]
机构
[1] Georgia Southwetern State Univ, Dept Comp Sci, 800 Georgia Southwestern State Univ Dr, Americus, GA 31709 USA
来源
ADVANCES IN NEUROERGONOMICS AND COGNITIVE ENGINEERING | 2020年 / 953卷
关键词
Decision-making; Emotions; Quick decisions; Systemic-structural activity theory; Self-regulation; Feedback and feedforward controls; Performance Evaluation Process; Decision support; Progressive mobile web application; SOMATIC MARKER HYPOTHESIS;
D O I
10.1007/978-3-030-20473-0_27
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Performance Evaluation Process (PEP) is a structured technique specifically designed to support an individual with making personal and quick decisions in complex problems, in which the factors of uncertainty and risk are both present, and in which individual biases and emotional factors may be an important influence. PEP is based on a self-regulation model of a decision-making process developed within the systemic-structural activity theory. PEP regulates two concurrently running processes in decision-making - the formation of a mental model and the formation of the level of motivation by using two general regulators: the factor of significance and factor of difficulty. The factor of difficulty provides feedback control, while the factor of significance provides feedforward control. Formation of a mental model is provided dynamically by constructing a decision hierarchy. Formation of the level of motivation is provided recursively by using the IL-Frame. When evaluating outcomes, the IL-Frame operates with four general criteria of success. Express Decision (ED), a progressive mobile web application, is guided by PEP to provide decision-making support.
引用
收藏
页码:279 / 287
页数:9
相关论文
共 12 条
[1]  
Ayaz H, 2018, ADV INTELLIGENT SYST, V775, P225
[2]   The somatic marker hypothesis: A neural theory of economic decision [J].
Bechara, A ;
Damasio, AR .
GAMES AND ECONOMIC BEHAVIOR, 2005, 52 (02) :336-372
[3]  
Bedny G.Z., 2015, Application of Systemic-Structural Activity Theory to design and training
[4]  
Damasio A., 1994, Descartes'error
[5]   The somatic marker hypothesis: A critical evaluation [J].
Dunn, BD ;
Dalgleish, T ;
Lawrence, AD .
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2006, 30 (02) :239-271
[6]   Goals as reference points [J].
Heath, C ;
Larrick, RP ;
Wu, G .
COGNITIVE PSYCHOLOGY, 1999, 38 (01) :79-109
[7]  
Kotik M.A., 1983, STUDIES ARTIFICIAL I, V654, P111
[8]  
Kotik M.A., 1984, STUDIES ARTIFICIAL I, V688, P86
[9]  
Sheppard D., 2017, BEGINNING PROGR WEB
[10]   The affect heuristic [J].
Slovic, Paul ;
Finucane, Melissa L. ;
Peters, Ellen ;
MacGregor, Donald G. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 177 (03) :1333-1352