DocumentCode :
1776920
Title :
Your mouse can tell about your emotions
Author :
Lali, Pardis ; Naghizadeh, Maryam ; Nasrollahi, Hossein ; Moradi, Hadi ; Mirian, Maryam S.
Author_Institution :
Adv. Robot. & Intell. Syst. Lab., Univ. of Tehran, Tehran, Iran
fYear :
2014
fDate :
29-30 Oct. 2014
Firstpage :
47
Lastpage :
51
Abstract :
Automatic detection of the human emotion is an important area in computer science and psychology to develop adaptive Human-Computer Interaction (HCI). In this paper, a novel approach is proposed to extract a user´s pleasure during English comprehension. The approach is based on processing the mouse movement data during the interaction with the system and determining whether or not the user enjoys reading the text or answering the questions. The approach has been implemented and the result shows adequate accuracy in determining the emotional state of the user. This study shows that it is important to consider the emotional momentum and its persistence over a period of time in determining the emotional state at any given time.
Keywords :
behavioural sciences computing; human computer interaction; mouse controllers (computers); psychology; English comprehension; HCI; adaptive human-computer interaction; automatic human emotion detection; computer science; emotional momentum; emotional state; mouse; psychology; Acceleration; Artificial intelligence; Computational modeling; Educational institutions; Feature extraction; Human computer interaction; Mice; emotion detection; human computer interaction; mouse movement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Knowledge Engineering (ICCKE), 2014 4th International eConference on
Conference_Location :
Mashhad
Print_ISBN :
978-1-4799-5486-5
Type :
conf
DOI :
10.1109/ICCKE.2014.6993360
Filename :
6993360
Link To Document :
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