Ozbiljne igre za selekciju i trening proširene s multimodalnim psihofiziološkim mjerenjima

master's thesis

• Title (english): Serious Games for Selection and Training Enhanced by Multimodal Psychophysiological Measurements
• Author: Marko Jagodić
• Mentor: Siniša Popović (mentor)
• Committee member: Siniša Popović (predsjednik povjerenstva)
• Committee member: Željka Mihajlović (član povjerenstva)
• Committee member: Vlado Glavinić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2018-07-18, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U ovom radu analiziramo koncept ozbiljnih igara za selekciju i trening proširen
s multimodalnim psihofiziološkim mjerenjima, koja mogu sadržavati informacije o
psihofiziološkom potencijalu korisnika za rad u složenim uvjetima koji su
karakterizirani visokom razinom kognitivnog opterećenja i drugim izvorima
stresa. Koncepti simulacijskog stanja ozbiljne igre i stanja korisnika, kao i
objektivne i subjektivne kompleksnosti simuliranih scenarija koje se računaju iz
ovih stanja predloženi su na generički način i implemenitrani u specifičnoj
primjeni za selekciju kontrolora leta. Tijekom preliminarnih analiza podataka
glede odnosa između objektivne i subjektivne mjere kompleksnosti scenarija kod
kandidata za kontrolore leta, opaženo je da je visoka objektivna kompleksnost u
blizini sudara dvaju zrakoplova povezana sa značajnim povećanjem vodljivosti
kože kandidata kao jedne od psihofizioloških varijabli povezanih sa stresom i
kognitivnim opterećenjem, koja može sudjelovati u izračunu subjektivne
kompleksnosti ovih situacija.

Abstract (english)

This thesis analyzes the concept of serious games for selection and training
enhanced by multimodal psychophysiological measurements, which may contain
information regarding the user’s psychophysiological potential to operate in
complex working conditions characterized by higher levels of cognitive workload
or other sources of stress. The concepts of the simulation state of the serious
game and the state of the user, as well as objective and subjective complexity
of the simulated game scenarios computed from these states have been proposed in
generic way and implemented in application-specific air traffic control
selection setting. During preliminary data analysis of relationship between
objective and subjective scenario complexity with air traffic controller
candidates, it was observed that high objective complexity in the vicinity of
aircraft collisions is associated with significant increases in the candidates'
skin conductance as one of the psychophysiological variables related to stress
and cognitive workload, which may participate in computation of subjective
complexity of these situations.

• Keywords: Ozbiljne igre; psihofiziologija; multimodalna mjerenja
• Keywords (english): Serious games; psychophysiology; Multimodal mesurements
• Language: english
• URN:NBN: urn:nbn:hr:168:592207
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2019-03-13 21:05:19