Patterns in Pupillary Diameter Variation While Reading Portuguese Language Texts

João Romera; Rafael Orsi; Carlos Eduardo Thomaz

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Paper

Patterns in Pupillary Diameter Variation While Reading Portuguese Language Texts

Topics: Classification and Clustering; Knowledge Acquisition and Representation; Linear Models and Dimensionality Reduction; Signal Processing

In Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods ICPRAM - Volume 1, 509-516, 2023 , Lisbon, Portugal

Authors: João Romera ; Rafael Orsi and Carlos Eduardo Thomaz

Affiliation: Departamento de Engenharia Elétrica, Centro Universitário FEI, Avenida Humberto de Alencar Castelo Branco, Brazil

Keyword(s): Pupil, Cognition, Meares-Irlen Syndrom, Signal Processing.

Abstract: This work investigates patterns of pupil diameter variation during text reading based on the effects of Meares-Irlen Syndrome (MIS) using eye tracking information to estimate the mental workload required. The results show that there is an increase in the mental workload at times when the texts presented had greater intensity of visual distortion and that it is possible to linearly classify the data by multivariate statistical techniques, disclosing experimentally the implicit difficulty in such reading context.

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Paper citation in several formats:

Romera, J.; Orsi, R. and Eduardo Thomaz, C. (2023). Patterns in Pupillary Diameter Variation While Reading Portuguese Language Texts. In Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - ICPRAM; ISBN 978-989-758-626-2; ISSN 2184-4313, SciTePress, pages 509-516. DOI: 10.5220/0011781300003411

@conference{icpram23,
author={João Romera. and Rafael Orsi. and Carlos {Eduardo Thomaz}.},
title={Patterns in Pupillary Diameter Variation While Reading Portuguese Language Texts},
booktitle={Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - ICPRAM},
year={2023},
pages={509-516},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011781300003411},
isbn={978-989-758-626-2},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods - ICPRAM
TI - Patterns in Pupillary Diameter Variation While Reading Portuguese Language Texts
SN - 978-989-758-626-2
IS - 2184-4313
AU - Romera, J.
AU - Orsi, R.
AU - Eduardo Thomaz, C.
PY - 2023
SP - 509
EP - 516
DO - 10.5220/0011781300003411
PB - SciTePress