Visual learning analytics of educational data: A systematic literature review and research agenda

C Vieira, P Parsons, V Byrd - Computers & Education, 2018 - Elsevier
We present a systematic literature review of the emerging field of visual learning analytics.
We review existing work in this field from two perspectives: First, we analyze existing …

Visual analytics: A comprehensive overview

W Cui - IEEE access, 2019 - ieeexplore.ieee.org
With the ever-increasing amount of data, the world has stepped into the era of “Big Data”.
Presently, the analysis of massive and complex data and the extraction of relevant …

[图书][B] Visualization analysis and design

T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …

DXR: A toolkit for building immersive data visualizations

R Sicat, J Li, J Choi, M Cordeil… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
This paper presents DXR, a toolkit for building immersive data visualizations based on the
Unity development platform. Over the past years, immersive data visualizations in …

DataParticles: Block-based and language-oriented authoring of animated unit visualizations

Y Cao, JL E, Z Chen, H Xia - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
Unit visualizations have been widely used in data storytelling within interactive articles and
videos. However, authoring data stories that contain animated unit visualizations is …

Comparing visual-interactive labeling with active learning: An experimental study

J Bernard, M Hutter, M Zeppelzauer… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Labeling data instances is an important task in machine learning and visual analytics. Both
fields provide a broad set of labeling strategies, whereby machine learning (and in particular …

Quality metrics for information visualization

M Behrisch, M Blumenschein, NW Kim… - Computer Graphics …, 2018 - Wiley Online Library
The visualization community has developed to date many intuitions and understandings of
how to judge the quality of views in visualizing data. The computation of a visualization's …

DataInk: Direct and creative data-oriented drawing

H Xia, N Henry Riche, F Chevalier… - Proceedings of the …, 2018 - dl.acm.org
Creating whimsical, personal data visualizations remains a challenge due to a lack of tools
that enable for creative visual expression while providing support to bind graphical content …

The state of the art in vortex extraction

T Günther, H Theisel - Computer Graphics Forum, 2018 - Wiley Online Library
Vortices are commonly understood as rotating motions in fluid flows. The analysis of vortices
plays an important role in numerous scientific applications, such as in engineering …

Tac-Miner: Visual tactic mining for multiple table tennis matches

J Wang, J Wu, A Cao, Z Zhou… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In table tennis, tactics specified by three consecutive strokes represent the high-level
competition strategies in matches. Effective detection and analysis of tactics can reveal the …