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 …

TaleBrush: Sketching stories with generative pretrained language models

JJY Chung, W Kim, KM Yoo, H Lee, E Adar… - Proceedings of the 2022 …, 2022 - dl.acm.org
While advanced text generation algorithms (eg, GPT-3) have enabled writers to co-create
stories with an AI, guiding the narrative remains a challenge. Existing systems often …

Towards better analysis of deep convolutional neural networks

M Liu, J Shi, Z Li, C Li, J Zhu… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Deep convolutional neural networks (CNNs) have achieved breakthrough performance in
many pattern recognition tasks such as image classification. However, the development of …

A survey of traffic data visualization

W Chen, F Guo, FY Wang - IEEE Transactions on intelligent …, 2015 - ieeexplore.ieee.org
Data-driven intelligent transportation systems utilize data resources generated within
intelligent systems to improve the performance of transportation systems and provide …

Timelines revisited: A design space and considerations for expressive storytelling

M Brehmer, B Lee, B Bach, NH Riche… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
There are many ways to visualize event sequences as timelines. In a storytelling context
where the intent is to convey multiple narrative points, a richer set of timeline designs may …

A unified understanding of deep nlp models for text classification

Z Li, X Wang, W Yang, J Wu, Z Zhang… - … on Visualization and …, 2022 - ieeexplore.ieee.org
The rapid development of deep natural language processing (NLP) models for text
classification has led to an urgent need for a unified understanding of these models …

Storyflow: Tracking the evolution of stories

S Liu, Y Wu, E Wei, M Liu, Y Liu - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Storyline visualizations, which are useful in many applications, aim to illustrate the dynamic
relationships between entities in a story. However, the growing complexity and scalability of …

Storytelling and visualization: An extended survey

C Tong, R Roberts, R Borgo, S Walton, RS Laramee… - Information, 2018 - mdpi.com
Throughout history, storytelling has been an effective way of conveying information and
knowledge. In the field of visualization, storytelling is rapidly gaining momentum and …

How does automation shape the process of narrative visualization: A survey of tools

Q Chen, S Cao, J Wang, N Cao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In recent years, narrative visualization has gained much attention. Researchers have
proposed different design spaces for various narrative visualization genres and scenarios to …