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Hidden Markov model finds behavioral patterns of users working with a headmouse driven writing tool

Hévízi, G; Biczó, M; Póczos, B; Szabo, Z; Takács, B; Lőrincz, A; (2004) Hidden Markov model finds behavioral patterns of users working with a headmouse driven writing tool. In: Proceedings of 2004 IEEE International Joint Conference on Neural Networks, 2004. (pp. 669 - 674). IEEE Green open access

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Abstract

We studied user behaviors when the cursor is directed by a head in a simple control task. We used an intelligent writing tool called Dasher. Hidden Markov models (HMMs) were applied to separate behavioral patterns. We found that a similar It is argued that the recognition of general application specific behavioral patterns should he of help for adaptive human-computer interfaces.

Type: Proceedings paper
Title: Hidden Markov model finds behavioral patterns of users working with a headmouse driven writing tool
Event: International Joint Conference of Neural Networks (IJCNN)
Location: Budapest, Hungary
Dates: 2004-07-26 - 2004-07-29
ISBN-13: 0-7803-8359-1
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/IJCNN.2004.1379997
Publisher version: http://dx.doi.org/10.1109/IJCNN.2004.1379997
Language: English
Additional information: © 2004 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Life Sciences
URI: https://discovery.ucl.ac.uk/id/eprint/1433237
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