Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them

Boleslaw Jaskula; Jaroslaw Szkola; Krzysztof Pancerz; Aneta Derkacz

9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS)

Research Article

Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them

Cite: BibTeX Plain Text

@INPROCEEDINGS{10.4108/eai.3-12-2015.2262487,
    author={Boleslaw Jaskula and Jaroslaw Szkola and Krzysztof Pancerz and Aneta Derkacz},
    title={Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them},
    proceedings={9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS)},
    publisher={ACM},
    proceedings_a={BICT},
    year={2016},
    month={5},
    keywords={eye-tracking complex networks rough sets},
    doi={10.4108/eai.3-12-2015.2262487}
}

Boleslaw Jaskula
Jaroslaw Szkola
Krzysztof Pancerz
Aneta Derkacz
Year: 2016
Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them
BICT
EAI
DOI: 10.4108/eai.3-12-2015.2262487

Boleslaw Jaskula¹, Jaroslaw Szkola¹, Krzysztof Pancerz²^,*, Aneta Derkacz³

1: University of Information Technology and Management in Rzeszow, Poland
2: Univeristy of Rzeszow, Poland and University of Information Technology and Management in Rzeszow, Poland
3: University of Management and Administration in Zamosc, Poland

*Contact email: kkpancerz@gmail.com

Abstract

Eye-tracking sequences can be considered in terms of complex networks. On the basis of complex network representation of eye-tracking data, we define a measure, derived from rough set theory, for assessing the cohesion of sacade connections between object components identified in visual stimuli used in eye-tracking experiments. Theoretical foundations given in the paper are supplemented with a numerical example explaining the proposed approach.

Keywords: eye-tracking, complex networks, rough sets

Published: 2016-05-24
Publisher: ACM

: http://dx.doi.org/10.4108/eai.3-12-2015.2262487

Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them

Abstract

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