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  A model for human interruptability: experimental evaluation and automatic estimation from wearable sensors

Kern, N., Antifakos, S., Schiele, B., & Schwaninger, A. (2004). A model for human interruptability: experimental evaluation and automatic estimation from wearable sensors. In Eighth IEEE International Symposium on Wearable Computers (ISWC 2004) (pp. 158-165). Los Alamitos, CA, USA: IEEE Computer Society.

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 Creators:
Kern, N, Author
Antifakos, S, Author
Schiele, B, Author
Schwaninger, A1, 2, Author              
Affiliations:
1Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497797              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              

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 Abstract: For the estimation of user interruptability in wearable and mobile settings, we propose in [Context-aware notfication for wearable computing] to distinguish between the users' personal and social interruptability. In this paper, we verify this thesis with a user study on 24 subjects. Results show that there is a significant difference between social and personal interruptability. Further, we present a novel approach to estimate the social and personal interruptability of a user from wearable sensors. It is scalable for a large number of sensors, contexts, and situations and allows for online adaptation during run-time. We have developed a wearable platform, that allows to record and process the data from a microphone, 12 body-worn 3D acceleration sensors, and a location estimation. We have evaluated the approach on three different data sets, with a maximal length of two days.

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 Dates: 2004-12
 Publication Status: Published in print
 Pages: -
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 Rev. Type: -
 Identifiers: DOI: 10.1109/ISWC.2004.3
BibTex Citekey: 2853
 Degree: -

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Title: Eighth IEEE International Symposium on Wearable Computers (ISWC 2004)
Place of Event: Arlington, VA, USA
Start-/End Date: 2004-10-31 - 2004-11-03

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Title: Eighth IEEE International Symposium on Wearable Computers (ISWC 2004)
Source Genre: Proceedings
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Publ. Info: Los Alamitos, CA, USA : IEEE Computer Society
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 158 - 165 Identifier: ISBN: 0-7695-2186-X