arrow
返回

G2: A customizable web-based framework for authoring interactive visualizations

delete2026-02-04
delete0
delete
OA
AI
B
Bairui Su
Z
Zhiwei Wang
Z
Zhifeng Lin
X
Xiaojuan Liao
Z
Zihan Zhou
朱
朱闽峰 (Minfeng Zhu)
W
Wei Chen *
DOI:10.1016/j.visinf.2026.100307delete
delete原文链接
delete分享
delete收藏
查看原文
摘要

摘要

En 中文
Specifying visual encodings and interactions is exhausting but essential for authoring interactive visualizations. In this paper, we present G2, a customizable framework designed to support rapid generation of interactive visualizations with uniform specifications. G2 employs a data-driven grammar of graphics and defines a uniform set of interaction specifications. We discuss the design and implementation of G2 with rich examples, and a user interview to demonstrate its effectiveness. Since its first release in March 2016, G2 has undergone 360 iterations, received 12,000 stars, and supported over 22,600 related projects on Github.
Keyword:
Data visualization
Interactive visualization
Visualization tool
Grammar of graphics
AI总结

AI总结

对已上传原文的论文进行重点信息的提取,主要内容包括:简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

Visual Informatics 封面图
Visual Informatics
IF:
3.9
论文数:
251
被引数:
628

机构

Z
Zhejiang University
学者数:
1.5W
论文数: 5.2K
被引数: 17.8W
A
ant group
学者数:
237
论文数: 119
被引数: 0
Z
zhejiang university
学者数:
17.7W
论文数: 12.1W
被引数: 152
学者 查看更多机构
引用论文

引用论文

ggplot2
err2011-02-04
err0
PREAI
errHadley Wickham
err分享
err收藏
ECharts: A declarative framework for rapid construction of web-based visualization
err2018-06-01
err0
errOAAI
errDeqing Li; Honghui Mei; Yi Shen; Shuang Su; Wenli Zhang; Junting Wang; Ming Zu; Wei Chen
err分享
err收藏
Nebula: A Coordinating Grammar of Graphics
err2022-12-01
err0
PREAI
errRan Chen; Xinhuan Shu; Jiahui Chen; Di Weng; Junxiu Tang; Siwei Fu; Yingcai Wu
err分享
err收藏
Making data visualization more efficient and effective: a survey
err2019-11-19
err0
PREAI
errXuedi Qin; Yuyu Luo; Nan Tang; Guoliang Li
err分享
err收藏
err分享
err收藏
学者 查看更多内容