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 urban visual analytics: Advances and future directions

Z Deng, D Weng, S Liu, Y Tian, M Xu, Y Wu - Computational Visual Media, 2023 - Springer
Develo** effective visual analytics systems demands care in characterization of domain
problems and integration of visualization techniques and computational models. Urban …

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 …

[PDF][PDF] On Close and Distant Reading in Digital Humanities: A Survey and Future Challenges.

S Jänicke, G Franzini, MF Cheema… - EuroVis …, 2015 - researchgate.net
We present an overview of the last ten years of research on visualizations that support close
and distant reading of textual data in the digital humanities. We look at various works …

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 …

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 …

Opinionflow: Visual analysis of opinion diffusion on social media

Y Wu, S Liu, K Yan, M Liu, F Wu - IEEE transactions on …, 2014 - ieeexplore.ieee.org
It is important for many different applications such as government and business intelligence
to analyze and explore the diffusion of public opinions on social media. However, the rapid …

Visual abstraction of large scale geospatial origin-destination movement data

Z Zhou, L Meng, C Tang, Y Zhao, Z Guo… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
A variety of human movement datasets are represented in an Origin-Destination (OD) form,
such as taxi trips, mobile phone locations, etc. As a commonly-used method to visualize OD …

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 …