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Human-AI Interaction for Visualization and Visual Analytics

delete2025-11-01
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PRE
AI
W
Wei Zeng *
H
Hongbo Fu
N
Nanxuan Zhao
R
Remco Chang
DOI:10.1109/MCG.2025.3606311delete
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摘要

摘要

En 中文
Human-artificial intelligence (AI) interaction (HAI) has emerged as a transformative paradigm in visualization and visual analytics, leveraging both strengths of human expertise, creativity, and iterative refinement. This special issue examines the collaborative potential of HAI, emphasizing how synergistic human-AI partnerships can redefine analytical workflows, enhance trust, and address limitations of fully automated methods. Featuring six accepted articles, this special issue advances our understanding of HAI in visualization through novel theoretical frameworks, empirical studies, and innovative system designs. Collectively, the contributions bridge human ingenuity with AI capabilities and chart directions for future research.

期刊

I
IEEE Computer Graphics and Applications
IF:
1.4
论文数:
57
被引数:
0

机构

A
adobe systems inc.
学者数:
273
论文数: 305
被引数: 0
T
tufts university
学者数:
1.7W
论文数: 1.5W
被引数: 24
H
Hong Kong University of Science and Technology (Guangzhou)
学者数:
1.0K
论文数: 866
被引数: 1
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引用论文

引用论文

Guidelines for Human-AI Interaction人类与人工智能互动指南
err2019-05-02
err0
PREAI
errSaleema Amershi; Dan Weld; Mihaela Vorvoreanu; Adam Fourney; Besmira Nushi; Penny Collisson; Jina Suh; Shamsi Iqbal; Paul N. Bennett; Kori Inkpen; Jaime Teevan; Ruth Kikin-Gil; Eric Horvitz
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