Multi-modal study of the effect of information complexity in a crisis management game

Autor:	Blom, Paris Mavromoustakos, Bakkes, Sander, Spronck, Pieter, Veloso, Ana, Mealha, Oscar, Costa, Liliana, Sub Multimedia, Multimedia
Jazyk:	angličtina
Rok vydání:	2020
Předmět:	Information complexity Human-Computer Interaction Multi-modal player modelling Serious games Game-based training Artificial Intelligence Crisis management ComputingMilieux_PERSONALCOMPUTING Computer Graphics and Computer-Aided Design Software
Zdroj:	21st International Conference on Intelligent Games and Simulation, GAME-ON 2020, 33. EUROSIS STARTPAGE=33;TITLE=21st International Conference on Intelligent Games and Simulation, GAME-ON 2020
Popis:	In this paper, we study the effect of information complexity on player in-game behaviour and physiological responses during a dilemma-based crisis management game. We run a user study, where players attempt to solve a crisis scenario while their in-game and physiological activity is being monitored through game logs and wearable physiological sensors. Results show that information complexity has noticeable effects on players’ decision making and physiological responses, while moderate correlation was found between specific in-game- and physiology-based behavioural features. This study is focused on exploring behavioural patterns correlated to various levels of information complexity. Our findings can be applied in future studies aiming at designing personalised crisis management training scenarios.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=narcis______::ea56b95122bf688a33cfb6c99d99f572 https://dspace.library.uu.nl/handle/1874/414979 Zobrazit plný text záznamu