Towards natural language interfaces for data visualization: A survey

L Shen, E Shen, Y Luo, X Yang, X Hu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …

The state of the art in creating visualization corpora for automated chart analysis

C Chen, Z Liu - Computer Graphics Forum, 2023 - Wiley Online Library
We present a state‐of‐the‐art report on visualization corpora in automated chart analysis
research. We survey 56 papers that created or used a visualization corpus as the input of …

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

Y Cao, JL E, C Zhu-Tian, H Xia - … of the 2023 CHI Conference on Human …, 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 …

Data player: Automatic generation of data videos with narration-animation interplay

L Shen, Y Zhang, H Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Data visualizations and narratives are often integrated to convey data stories effectively.
Among various data storytelling formats, data videos have been garnering increasing …

Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration

H Li, Y Wang, H Qu - Proceedings of the CHI Conference on Human …, 2024 - dl.acm.org
Data storytelling is powerful for communicating data insights, but it requires diverse skills
and considerable effort from human creators. Recent research has widely explored the …

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 …

A design space for data visualisation transformations between 2d and 3d in mixed-reality environments

B Lee, M Cordeil, A Prouzeau, B Jenny… - Proceedings of the 2022 …, 2022 - dl.acm.org
As mixed-reality (MR) technologies become more mainstream, the delineation between data
visualisations displayed on screens or other surfaces and those floating in space becomes …

Why is ai not a panacea for data workers? an interview study on human-ai collaboration in data storytelling

H Li, Y Wang, QV Liao, H Qu - arXiv preprint arXiv:2304.08366, 2023 - arxiv.org
Data storytelling plays an important role in data workers' daily jobs since it boosts team
collaboration and public communication. However, to make an appealing data story, data …

Diff in the loop: Supporting data comparison in exploratory data analysis

AY Wang, W Epperson, RA DeLine… - Proceedings of the 2022 …, 2022 - dl.acm.org
Data science is characterized by evolution: since data science is exploratory, results evolve
from moment to moment; since it can be collaborative, results evolve as the work changes …

Deimos: A grammar of dynamic embodied immersive visualisation morphs and transitions

B Lee, A Satyanarayan, M Cordeil, A Prouzeau… - Proceedings of the …, 2023 - dl.acm.org
We present Deimos, a grammar for specifying dynamic embodied immersive visualisation
morphs and transitions. A morph is a collection of animated transitions that are dynamically …