uxSense: Supporting User Experience Analysis with Visualization and Computer Vision

Analyzing user behavior from usability evaluation can be a challenging and time-consuming task, especially as the number of participants and the scale and complexity of the evaluation grows. We propose uxSense , a visual analytics system using machine learning methods to extract user behavior from a...

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Bibliographic Details
Published in:	IEEE transactions on visualization and computer graphics Vol. 30; no. 7; pp. 3841 - 3856
Main Authors:	Batch, Andrea, Ji, Yipeng, Fan, Mingming, Zhao, Jian, Elmqvist, Niklas
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.07.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Annotations Audio data Computer vision Data transmission Data visualization deep learning evaluation Feature extraction Gaze tracking Machine learning Measurement Natural language processing Pattern recognition Usability User experience video analytics Visual analytics Visualization
ISSN:	1077-2626, 1941-0506, 1941-0506
Online Access:	Get full text
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