Detecting high-functioning autism in adults using eye tracking and machine learning

V Yaneva, S Eraslan, Y Yesilada… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The purpose of this study is to test whether visual processing differences between adults
with and without high-functioning autism captured through eye tracking can be used to …

The augmented web: rationales, opportunities, and challenges on browser-side transcoding

O Díaz, C Arellano - ACM Transactions on the Web (TWEB), 2015 - dl.acm.org
Today's web personalization technologies use approaches like user categorization,
configuration, and customization but do not fully support individualized requirements. As a …

Improving user perceived page load times using gaze

C Kelton, J Ryoo, A Balasubramanian… - 14th USENIX Symposium …, 2017 - usenix.org
We take a fresh look at Web page load performance from the point of view of user
experience. Our user study shows that perceptual performance, defined as user-perceived …

Web users with autism: eye tracking evidence for differences

S Eraslan, V Yaneva, Y Yesilada… - Behaviour & Information …, 2019 - Taylor & Francis
Anecdotal evidence suggests that people with autism may have different processing
strategies when accessing the web. However, limited empirical evidence is available to …

Eye tracking scanpath analysis techniques on web pages: A survey, evaluation and comparison

S Eraslan, Y Yesilada, S Harper - Journal of Eye Movement Research, 2016 - bop.unibe.ch
Eye tracking has commonly been used to investigate how users interact with web pages,
with the goal of improving their usability. This article comprehensively revisits the techniques …

Detecting autism based on eye-tracking data from web searching tasks

V Yaneva, LA Ha, S Eraslan, Y Yesilada… - Proceedings of the 15th …, 2018 - dl.acm.org
The ASD diagnosis requires a long, elaborate, and expensive procedure, which is
subjective and is currently restricted to behavioural, historical, and parent-report information …

Scanpath trend analysis on web pages: Clustering eye tracking scanpaths

S Eraslan, Y Yesilada, S Harper - ACM Transactions on the Web (TWEB), 2016 - dl.acm.org
Eye tracking studies have widely been used in improving the design and usability of web
pages and in the research of understanding how users navigate them. However, there is …

Box clustering segmentation: A new method for vision-based web page preprocessing

J Zeleny, R Burget, J Zendulka - Information Processing & Management, 2017 - Elsevier
This paper presents a novel approach to web page segmentation, which is one of
substantial preprocessing steps when mining data from web documents. Most of the current …

Web page segmentation revisited: evaluation framework and dataset

J Kiesel, F Kneist, L Meyer, K Komlossy… - Proceedings of the 29th …, 2020 - dl.acm.org
Each web page can be segmented into semantically coherent units that fulfill specific
purposes. Though the task of automatic web page segmentation was introduced two …

Eye tracking scanpath analysis on web pages: how many users?

S Eraslan, Y Yesilada, S Harper - Proceedings of the ninth biennial ACM …, 2016 - dl.acm.org
The number of users required for usability studies has been a controversial issue over 30
years. Some researchers suggest a certain number of users to be included in these studies …