Eye tracking, usability, and user experience: A systematic review

JŠ Novák, J Masner, P Benda, P Šimek… - International Journal of …, 2024 - Taylor & Francis
Usability and user experience (UX) are emerging concerns around not only application
development but everything designed to be used by people. Evaluation of the UX is, by …

[HTML][HTML] Does adding video and subtitles to an audio lesson facilitate its comprehension?

Y Zheng, X Ye, JH Hsiao - Learning and Instruction, 2022 - Elsevier
We examined whether adding video and subtitles to an audio lesson facilitates its
comprehension and whether the comprehension depends on participants' cognitive abilities …

Understanding the role of eye movement consistency in face recognition and autism through integrating deep neural networks and hidden Markov models

JH Hsiao, J An, VKS Hui, Y Zheng, AB Chan - npj Science of Learning, 2022 - nature.com
Greater eyes-focused eye movement pattern during face recognition is associated with
better performance in adults but not in children. We test the hypothesis that higher eye …

Impact of mask use on face recognition: An eye-tracking study

JH Hsiao, W Liao, RVY Tso - Cognitive Research: Principles and …, 2022 - Springer
We examined how mask use affects performance and eye movements in face recognition
and whether strategy change reflected in eye movements is associated with performance …

When eyes wander around: Mind-wandering as revealed by eye movement analysis with hidden Markov models

HH Lee, ZL Chen, SL Yeh, JH Hsiao, AY Wu - Sensors, 2021 - mdpi.com
Mind-wandering has been shown to largely influence our learning efficiency, especially in
the digital and distracting era nowadays. Detecting mind-wandering thus becomes …

Understanding the collinear masking effect in visual search through eye tracking

JH Hsiao, AB Chan, J An, SL Yeh, L **gling - Psychonomic Bulletin & …, 2021 - Springer
Recent research has reported that, while both orientation contrast and collinearity increase
target salience in visual search, a combination of the two counterintuitively masks a local …

Human attention-guided explainable AI for object detection

G Liu, J Zhang, AB Chan, J Hsiao - … of the Annual Meeting of the …, 2023 - escholarship.org
Although object detection AI plays an important role in many critical systems, corresponding
Explainable AI (XAI) methods remain very limited. Here we first developed FullGrad-CAM …

Hsi: Human saliency imitator for benchmarking saliency-based model explanations

Y Yang, Y Zheng, D Deng, J Zhang, Y Huang… - Proceedings of the …, 2022 - ojs.aaai.org
Abstract Model explanations are generated by XAI (explainable AI) methods to help people
understand and interpret machine learning models. To study XAI methods from the human …

Differential audiovisual information processing in emotion recognition: An eye-tracking study.

Y Zheng, JH Hsiao - Emotion, 2023 - psycnet.apa.org
Recent research has suggested that dynamic emotion recognition involves strong
audiovisual association; that is, facial or vocal information alone automatically induces …

[HTML][HTML] Human attention guided explainable artificial intelligence for computer vision models

G Liu, J Zhang, AB Chan, JH Hsiao - Neural Networks, 2024 - Elsevier
Explainable artificial intelligence (XAI) has been increasingly investigated to enhance the
transparency of black-box artificial intelligence models, promoting better user understanding …