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