A COMPUTATIONAL MODEL OF TEMPORAL DYNAMICS FOR ANXIETY IN INTERVIEWEE MENTAL STATE

Anxiety is an aversive motivational state that occurs when an individual perceives threat at events. This condition creates harmful effects for candidates during interview sessions. An interviewee overwhelmed in such a state deploys worry as a resource to cope with the threat hence losing the abilit...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Naseer Sanni Ajoge, Azizi Ab Aziz, Shahrul Azmi Mohd Yusof
Formato:	article
Lenguaje:	EN
Publicado:	UUM Press 2020
Materias:	anxiety states computational cognitive modeling intelligent support agent interviewee behavioural states Information technology T58.5-58.64
Acceso en línea:	https://doaj.org/article/8ee54fbbd23544c089a49a811bc306d7
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:8ee54fbbd23544c089a49a811bc306d7
record_format	dspace
spelling	oai:doaj.org-article:8ee54fbbd23544c089a49a811bc306d72021-11-11T03:38:33ZA COMPUTATIONAL MODEL OF TEMPORAL DYNAMICS FOR ANXIETY IN INTERVIEWEE MENTAL STATE10.32890/jict2020.19.2.21675-414X2180-3862https://doaj.org/article/8ee54fbbd23544c089a49a811bc306d72020-03-01T00:00:00Zhttp://e-journal.uum.edu.my/index.php/jict/article/view/jict2020.19.2.2https://doaj.org/toc/1675-414Xhttps://doaj.org/toc/2180-3862Anxiety is an aversive motivational state that occurs when an individual perceives threat at events. This condition creates harmful effects for candidates during interview sessions. An interviewee overwhelmed in such a state deploys worry as a resource to cope with the threat hence losing the ability to present the self positively for favourable assessments. Most of the digital approaches to assist interviewees in this condition are focused on coaching of verbal and non-verbal cues. The aspect of understanding interviewees’ psychological complexities that influence their behavioural tendencies is lacking in these approaches. As the first step in building an intelligent digital basedtherapy platform to overcome this issue, this article provides a building block to understanding the interviewees’ anxiety state by means of a computational model. This model is developed based on the conceptual model derived from generalized anxiety disorder theories. The formal model is valuated using mathematical analysis to determine possible equilibria state and the simulation results are tested against known cases in the literature. The simulation results showed that the degree of threats perceived at events is based on task demands and the resources to cope. Threat is the building block of anxiety through worry which is controlled by one’s personality and inherent trait anxiety. The results conform to established facts in the literature. Consequently, this model can serve as a basis to build an integrated interviewee mental state model embedded with self-efficacy and motivation constructs as a holistic approach to support interviewees in coaching environments during simulated training. Naseer Sanni AjogeAzizi Ab AzizShahrul Azmi Mohd YusofUUM Pressarticleanxiety statescomputational cognitive modelingintelligent support agentinterviewee behavioural statesInformation technologyT58.5-58.64ENJournal of ICT, Vol 19, Iss 2, Pp 185-206 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	anxiety states computational cognitive modeling intelligent support agent interviewee behavioural states Information technology T58.5-58.64
spellingShingle	anxiety states computational cognitive modeling intelligent support agent interviewee behavioural states Information technology T58.5-58.64 Naseer Sanni Ajoge Azizi Ab Aziz Shahrul Azmi Mohd Yusof A COMPUTATIONAL MODEL OF TEMPORAL DYNAMICS FOR ANXIETY IN INTERVIEWEE MENTAL STATE
description	Anxiety is an aversive motivational state that occurs when an individual perceives threat at events. This condition creates harmful effects for candidates during interview sessions. An interviewee overwhelmed in such a state deploys worry as a resource to cope with the threat hence losing the ability to present the self positively for favourable assessments. Most of the digital approaches to assist interviewees in this condition are focused on coaching of verbal and non-verbal cues. The aspect of understanding interviewees’ psychological complexities that influence their behavioural tendencies is lacking in these approaches. As the first step in building an intelligent digital basedtherapy platform to overcome this issue, this article provides a building block to understanding the interviewees’ anxiety state by means of a computational model. This model is developed based on the conceptual model derived from generalized anxiety disorder theories. The formal model is valuated using mathematical analysis to determine possible equilibria state and the simulation results are tested against known cases in the literature. The simulation results showed that the degree of threats perceived at events is based on task demands and the resources to cope. Threat is the building block of anxiety through worry which is controlled by one’s personality and inherent trait anxiety. The results conform to established facts in the literature. Consequently, this model can serve as a basis to build an integrated interviewee mental state model embedded with self-efficacy and motivation constructs as a holistic approach to support interviewees in coaching environments during simulated training.
format	article
author	Naseer Sanni Ajoge Azizi Ab Aziz Shahrul Azmi Mohd Yusof
author_facet	Naseer Sanni Ajoge Azizi Ab Aziz Shahrul Azmi Mohd Yusof
author_sort	Naseer Sanni Ajoge
title	A COMPUTATIONAL MODEL OF TEMPORAL DYNAMICS FOR ANXIETY IN INTERVIEWEE MENTAL STATE
title_short	A COMPUTATIONAL MODEL OF TEMPORAL DYNAMICS FOR ANXIETY IN INTERVIEWEE MENTAL STATE
title_full	A COMPUTATIONAL MODEL OF TEMPORAL DYNAMICS FOR ANXIETY IN INTERVIEWEE MENTAL STATE
title_fullStr	A COMPUTATIONAL MODEL OF TEMPORAL DYNAMICS FOR ANXIETY IN INTERVIEWEE MENTAL STATE
title_full_unstemmed	A COMPUTATIONAL MODEL OF TEMPORAL DYNAMICS FOR ANXIETY IN INTERVIEWEE MENTAL STATE
title_sort	computational model of temporal dynamics for anxiety in interviewee mental state
publisher	UUM Press
publishDate	2020
url	https://doaj.org/article/8ee54fbbd23544c089a49a811bc306d7
work_keys_str_mv	AT naseersanniajoge acomputationalmodeloftemporaldynamicsforanxietyinintervieweementalstate AT aziziabaziz acomputationalmodeloftemporaldynamicsforanxietyinintervieweementalstate AT shahrulazmimohdyusof acomputationalmodeloftemporaldynamicsforanxietyinintervieweementalstate AT naseersanniajoge computationalmodeloftemporaldynamicsforanxietyinintervieweementalstate AT aziziabaziz computationalmodeloftemporaldynamicsforanxietyinintervieweementalstate AT shahrulazmimohdyusof computationalmodeloftemporaldynamicsforanxietyinintervieweementalstate
_version_	1718439604217970688

A COMPUTATIONAL MODEL OF TEMPORAL DYNAMICS FOR ANXIETY IN INTERVIEWEE MENTAL STATE

Ejemplares similares