DisMouse: Disentangling Information from Mouse Movement Data

G Zhang, Z Hu, A Bulling - Proceedings of the 37th Annual ACM …, 2024 - dl.acm.org
Mouse movement data contain rich information about users, performed tasks, and user
interfaces, but separating the respective components remains challenging and unexplored …

Integrating Gaze and Mouse Via Joint Cross-Attention Fusion Net for Students' Activity Recognition in E-learning

R Zhu, L Shi, Y Song, ZM Cai - Proceedings of the ACM on Interactive …, 2023 - dl.acm.org
E-learning has emerged as an indispensable educational mode in the post-epidemic era.
However, this mode makes it difficult for students to stay engaged in learning without …

Introduction of artificial Intelligence

Y Wang, EY Fu, X Zhai, C Yang, F Pei - Intelligent Building Fire Safety and …, 2024 - Springer
Artificial intelligence (AI) is referred to as the intelligence developed by machines with
mathematical modeling. In particular, AI is manifested by machine's ability to effectively …

[PDF][PDF] Predicting next actions and latent intents during text formatting

G Zhang, S Hindennach, J Leusmann… - Proceedings of the …, 2022 - payload.leusmann.io
In this work we investigate the challenging task of predicting user intents from mouse and
keyboard input as well as gaze behaviour. Different from prior work, we study intent …

Mouse2Vec: Learning Reusable Semantic Representations of Mouse Behaviour

G Zhang, Z Hu, M Bâce, A Bulling - … of the CHI Conference on Human …, 2024 - dl.acm.org
The mouse is a pervasive input device used for a wide range of interactive applications.
However, computational modelling of mouse behaviour typically requires time-consuming …

[PDF][PDF] A comparative analysis of web search query: informational vs navigational queries

N Yusuf, MAM Yunus, N Wahid - Int. J. Adv. Sci. Eng. Inf. Technol, 2019 - core.ac.uk
The search engines are mainly used to retrieve relevant information. Information retrieval
researchers show that queries are the basis for providing better search engine performance …

SummAct: Uncovering User Intentions Through Interactive Behaviour Summarisation

G Zhang, M Ahmed, Z Hu, A Bulling - arxiv preprint arxiv:2410.08356, 2024 - arxiv.org
Recent work has highlighted the potential of modelling interactive behaviour analogously to
natural language. We propose interactive behaviour summarisation as a novel …

Building Fire Hazard Predictions Using Machine Learning

EY Fu, WC Tam, T Zhang, X Huang - Intelligent Building Fire Safety and …, 2024 - Springer
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Predicting Human Errors from Gaze and Cursor Movements

RR Saboundji, RA Rill - 2020 International Joint Conference on …, 2020 - ieeexplore.ieee.org
Intelligent interfaces are increasingly integrated into diverse technological areas. In complex
high-risk environments, where humans represent a crucial part of the system and their …

Your Cursor Reveals: On Analyzing Workers' Browsing Behavior and Annotation Quality In Crowdsourcing Tasks

PC Lo, EP Lim - IEEE Access, 2022 - ieeexplore.ieee.org
In this work, we investigate the connection between browsing behavior and task quality of
crowdsourcing workers performing annotation tasks that require information judgements …