A Survey of Visual Analytics Techniques and Applications: State-of-the-Art Research and Future Challenges

By Guodao Sun, Yingcai Wu, Ronghua Liang, Shixia Liu. 2013

205 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computer Vision and Pattern Recognition

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Jun Zhu
2. Shixia Liu
3. Chongxuan Li
4. Jiaxin Shi
5. Mengchen Liu
6. Xiting Wang
7. Z. Li
8. Weiwei Cui

In Computer Vision and Pattern Recognition

1. Jun Zhu
2. Chongxuan Li
3. Shixia Liu
4. Mengchen Liu
5. Jiaxin Shi
6. Z. Li
7. Xiting Wang
8. Weiwei Cui

Citations in the corpus

• Towards Better Analysis of Deep Convolutional Neural Networks (2016, background): “In the field of visual analytics, researchers have developed interactive image classification systems [3, 47, 51].”
• Prescriptive analytics: Literature review and research challenges (2020, unknown): “Although, there are several literature review papers about descriptive (Batrinca & Treleaven, 2015; Duan & Xiong, 2015; Sun, Wu, Liang, & Liu, 2013; Tsai, Lai, Chao, & Vasilakos, 2015) and predictive analytics (Lu et al., 2017; Mishra & Silakari, 2012), to the best of our knowledge this paper is…”
• How Hierarchical Topics Evolve in Large Text Corpora (2014, background): “Why a familiar visual metaphor? A familiar visual metaphor should be used to help users quickly understand unfamiliar information as it can lower the cognitive load imposed on a user and increase the rate of comprehension [25, 34].”
• An Empirical Study of Chronic Diseases in the United States: A Visual Analytics Approach to Public Health (2018, methodology): “In this data-driven study we use visual analytics [26], conducting primarily descriptive analytics [20] to obtain a panoramic insight into the chronic diseases data set pulled from the Centers for Disease Control and Prevention web site.”
• Online Visual Analytics of Text Streams (2015, background): “The visual analysis of evolving topics in text corpora has been widely studied in recent years [11], [19], [24], [32].”
• An Uncertainty-Aware Approach for Exploratory Microblog Retrieval (2015, background): “Improving the modeling and presentation of uncertainty can help describe retrieved data more accurately, which can in turn assist analysts in making more informed decisions [14, 39, 49].”
• EvoRiver: Visual Analysis of Topic Coopetition on Social Media (2014, unknown): “Stacked graphs are widely used in different applications [14, 24, 26, 34, 36, 39].”