Measuring Cognitive Load using Eye Tracking Technology in Visual Computing

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Zagermann_0-399762.pdf
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2016
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http://nbn-resolving.de/urn:nbn:de:bsz:352-0-399762
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https://doi.org/10.1145/2993901.2993908
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SFB TRR 161 TP C 01 Quantitative Messung von Interaktion
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SEDLMAIR, Michael, ed. and others. Proceedings of the Sixth Workshop on Beyond Time and Errors on Novel Evaluation Methods for Visualization, BELIV '16. New York, NY: ACM Press, 2016, pp. 78-85. ISBN 978-1-4503-4818-8. Available under: doi: 10.1145/2993901.2993908
Zusammenfassung

In this position paper we encourage the use of eye tracking measurements to investigate users' cognitive load while interacting with a system. We start with an overview of how eye movements can be interpreted to provide insight about cognitive processes and present a descriptive model representing the relations of eye movements and cognitive load. Then, we discuss how specific characteristics of human-computer interaction (HCI) interfere with the model and impede the application of eye tracking data to measure cognitive load in visual computing. As a result, we present a refined model, embedding the characteristics of HCI into the relation of eye tracking data and cognitive load. Based on this, we argue that eye tracking should be considered as a valuable instrument to analyze cognitive processes in visual computing and suggest future research directions to tackle outstanding issues.

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004 Informatik
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cognitive load; eye tracking; novel evaluation methods
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BELIV '16 : Proceedings of the Sixth Workshop on Beyond Time and Errors on Novel Evaluation Methods for Visualization, 24. Okt. 2016, Baltimore, MD, USA
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ISO 690ZAGERMANN, Johannes, Ulrike PFEIL, Harald REITERER, 2016. Measuring Cognitive Load using Eye Tracking Technology in Visual Computing. BELIV '16 : Proceedings of the Sixth Workshop on Beyond Time and Errors on Novel Evaluation Methods for Visualization. Baltimore, MD, USA, 24. Okt. 2016. In: SEDLMAIR, Michael, ed. and others. Proceedings of the Sixth Workshop on Beyond Time and Errors on Novel Evaluation Methods for Visualization, BELIV '16. New York, NY: ACM Press, 2016, pp. 78-85. ISBN 978-1-4503-4818-8. Available under: doi: 10.1145/2993901.2993908
BibTex
@inproceedings{Zagermann2016Measu-38076,
  year={2016},
  doi={10.1145/2993901.2993908},
  title={Measuring Cognitive Load using Eye Tracking Technology in Visual Computing},
  isbn={978-1-4503-4818-8},
  publisher={ACM Press},
  address={New York, NY},
  booktitle={Proceedings of the Sixth Workshop on Beyond Time and Errors on Novel Evaluation Methods for Visualization, BELIV '16},
  pages={78--85},
  editor={Sedlmair, Michael},
  author={Zagermann, Johannes and Pfeil, Ulrike and Reiterer, Harald}
}
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