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Cited 2 time in webofscience Cited 14 time in scopus
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Modeling Habit Patterns Using Conditional Reflexes in Agency

Authors
Khan, Q.-T.-A.Ghazal, T.M.Abbas, S.Khan, W.A.Khan, M.A.Said, R.A.Ahmad, M.Asif, M.
Issue Date
Aug-2021
Publisher
TSI PRESS
Keywords
Agent’s behavior; Decision making; Habit; Human psychology; Rationality
Citation
Intelligent Automation and Soft Computing, v.30, no.2, pp.539 - 552
Journal Title
Intelligent Automation and Soft Computing
Volume
30
Number
2
Start Page
539
End Page
552
URI
https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/81947
DOI
10.32604/iasc.2021.018888
ISSN
1079-8587
Abstract
For decision-making and behavior dynamics in humans, the principal focus is on cognition. Cognition can be described using cognitive behavior, which has multiple states. This cognitive behavior can be incorporated with one of the internal mental states’ help, which includes desires, beliefs, emotions, intentions, different levels of knowledge, goals, skills, etc. That leads to habit development. Habits are highly refined patterns formed in the unconscious that evolve from conscious skill patterns in the human, and the same process can be implemented in the agency. These habit patterns are the outcomes of many internal values that may vary due to variations in parameter values forming these patterns. Fluctuations in the individual agent’s conditional reflexes may subject to strong habit patterns and leads to rationality. This paper presents the modeling of habit patterns in agency using conditional reflexes. Learning patterns, limited reflex patterns, skill patterns are working as main parameters for generating habit patterns. These input and output parameters will be validated using a scenario by applying fuzzy logic cascade techniques in which validation occurs at two levels. At the first level, conditional reflexes and initial patterns are applied, which form the output’s skill patterns. Then these skill patterns are interconnected with each other to form habit patterns. © 2021, Tech Science Press. All rights reserved.
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Khan, Muhammad Adnan
College of IT Convergence (Department of Software)
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