DocumentCode :
1821535
Title :
User Identification Based on Touch Dynamics
Author :
Sandnes, Frode Eika ; Zhang, Xiaoli
Author_Institution :
Inst. of Inf. Technol., Akershus Univ. Coll. of Appl. Sci., Oslo, Norway
fYear :
2012
fDate :
4-7 Sept. 2012
Firstpage :
256
Lastpage :
263
Abstract :
Touch interaction has quickly become the de-facto means of interacting with handheld devices due to its perceived attractiveness and low hardware cost. This study proposes a strategy for identifying users based on touch dynamics. Users´ touch behavior is monitored and several unique features are extracted including left versus right hand dominance, one-handed versus bimanual operation, stroke size, stroke timing, symmetry, stroke speed and timing regularity. An experiment involving 20 users reveals that the strategy is successful in identifying users and their traits according to the touch dynamics. The results can be used for automatic user interface customization. However, more research is needed before touch characteristics can be applied to increasing the security of handheld touch-based devices.
Keywords :
authorisation; behavioural sciences; haptic interfaces; human computer interaction; human factors; automatic user interface customization; feature extraction; handheld touch-based device security; left versus right hand dominance; one-handed versus bimanual operation; stroke size; stroke speed; stroke symmetry; stroke timing; timing regularity; touch dynamics; touch interaction; user identification; user touch behavior monitoring; Atmospheric measurements; Educational institutions; Mice; Particle measurements; Performance evaluation; Standards; Timing; biometrics; handheld device; touch interaction; user identification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ubiquitous Intelligence & Computing and 9th International Conference on Autonomic & Trusted Computing (UIC/ATC), 2012 9th International Conference on
Conference_Location :
Fukuoka
Print_ISBN :
978-1-4673-3084-8
Type :
conf
DOI :
10.1109/UIC-ATC.2012.45
Filename :
6332006
Link To Document :
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