A survey on information visualization: recent advances and challenges

S Liu, W Cui, Y Wu, M Liu - The Visual Computer, 2014 - Springer
Abstract Information visualization (InfoVis), the study of transforming data, information, and
knowledge into interactive visual representations, is very important to users because it …

A survey of visual analytics techniques and applications: State-of-the-art research and future challenges

GD Sun, YC Wu, RH Liang, SX Liu - Journal of Computer Science and …, 2013 - Springer
Visual analytics employs interactive visualizations to integrate users' knowledge and
inference capability into numerical/algorithmic data analysis processes. It is an active …

[PDF][PDF] 大数据可视分析综述

任磊, 杜一, 马帅, 张小龙, 戴国忠 - 软件学报, 2014 - jos.org.cn
可视分析是大数据分析的重要方法. 大数据可视分析旨在利用计算机自动化分析能力的同时,
充分挖掘人对于可视化信息的认知能力优势, 将人, 机的各自强项进行有机融合 …

Multidimensional projection for visual analytics: Linking techniques with distortions, tasks, and layout enrichment

LG Nonato, M Aupetit - IEEE Transactions on Visualization and …, 2018 - ieeexplore.ieee.org
Visual analysis of multidimensional data requires expressive and effective ways to reduce
data dimensionality to encode them visually. Multidimensional projections (MDP) figure …

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 …

An evaluation of semantically grouped word cloud designs

MA Hearst, E Pedersen, L Patil, E Lee… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Word clouds continue to be a popular tool for summarizing textual information, despite their
well-documented deficiencies for analytic tasks. Much of their popularity rests on their playful …

Bridging text visualization and mining: A task-driven survey

S Liu, X Wang, C Collins, W Dou… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Visual text analytics has recently emerged as one of the most prominent topics in both
academic research and the commercial world. To provide an overview of the relevant …

Concentri cloud: Word cloud visualization for multiple text documents

S Lohmann, F Heimerl, F Bopp… - 2015 19th …, 2015 - ieeexplore.ieee.org
Word clouds provide a simple and effective means to visually communicate the most
frequent words of text documents. However, only few word cloud visualizations support the …

The role of Supplier Relationship Management in reducing Greenhouse Gas emissions from food supply chains: supplier engagement in the UK supermarket sector

M Tidy, X Wang, M Hall - Journal of Cleaner Production, 2016 - Elsevier
Food supply chain operations contribute significantly to Greenhouse Gas emissions. In the
United Kingdom (UK), supermarkets are leading operators in the food retailing sector. With …

Taking word clouds apart: An empirical investigation of the design space for keyword summaries

C Felix, S Franconeri, E Bertini - IEEE transactions on …, 2017 - ieeexplore.ieee.org
In this paper we present a set of four user studies aimed at exploring the visual design space
of what we call keyword summaries: lists of words with associated quantitative values used …