<div class="csl-bib-body">
<div class="csl-entry">Wolter, A., Vidalakis, G., Yu, M., Grover, A., & Dhanoa, V. (2025, November 3). <i>Multi-Agent Data Visualization and Narrative Generation</i> [Presentation]. 1st Workshop on Logo GenAI, Agents, and the Future of VIS (IEEE VIS 2025), Vienna, Austria. http://hdl.handle.net/20.500.12708/225940</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/225940
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dc.description.abstract
Recent advancements in the field of AI agents have impacted the way we work, enabling greater automation and collaboration between humans and agents. In the data visualization field, multiagent systems can be useful for employing agents throughout the entire data-to-communication pipeline. We present a lightweight multi-agent system that automates the data analysis workflow, from data exploration to generating coherent visual narratives for insight communication. Our approach combines a hybrid multi-agent architecture with deterministic components, strategically externalizing critical logic from LLMs to improve transparency and reliability. The system delivers granular, modular outputs that enable surgical modifications without full regeneration, supporting sustainable human-AI collaboration. We evaluated our system across 4 diverse datasets, demonstrating strong generalizability, narrative quality, and computational efficiency with minimal dependencies.
en
dc.language.iso
en
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dc.subject
Multiagentensystem
en
dc.title
Multi-Agent Data Visualization and Narrative Generation
en
dc.type
Presentation
en
dc.type
Vortrag
de
dc.contributor.affiliation
Aarhus University
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dc.contributor.affiliation
KTH Royal Institute of Technology
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dc.contributor.affiliation
KTH Royal Institute of Technology
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dc.contributor.affiliation
KTH Royal Institute of Technology
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dc.type.category
Presentation
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tuw.publication.invited
invited
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tuw.researchTopic.id
I5
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tuw.researchTopic.name
Visual Computing and Human-Centered Technology
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tuw.researchTopic.value
100
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tuw.publication.orgunit
E193-02 - Forschungsbereich Computer Graphics
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tuw.author.orcid
0009-0004-6312-3355
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tuw.author.orcid
0000-0002-0493-8616
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tuw.event.name
1st Workshop on Logo GenAI, Agents, and the Future of VIS (IEEE VIS 2025)
en
tuw.event.startdate
03-11-2025
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tuw.event.enddate
03-11-2025
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tuw.event.online
On Site
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tuw.event.type
Event for scientific audience
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tuw.event.place
Vienna
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tuw.event.country
AT
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tuw.event.presenter
Wolter, Anton
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tuw.event.track
Single Track
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wb.sciencebranch
Informatik
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wb.sciencebranch
Mathematik
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wb.sciencebranch.oefos
1020
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wb.sciencebranch.oefos
1010
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wb.sciencebranch.value
90
-
wb.sciencebranch.value
10
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item.openairecristype
http://purl.org/coar/resource_type/R60J-J5BD
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item.fulltext
no Fulltext
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item.languageiso639-1
en
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item.grantfulltext
restricted
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item.openairetype
conference presentation
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item.cerifentitytype
Publications
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crisitem.author.dept
Aarhus University
-
crisitem.author.dept
KTH Royal Institute of Technology
-
crisitem.author.dept
KTH Royal Institute of Technology
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crisitem.author.dept
KTH Royal Institute of Technology
-
crisitem.author.dept
E193-02 - Forschungsbereich Computer Graphics
-
crisitem.author.orcid
0009-0004-6312-3355
-
crisitem.author.orcid
0000-0002-0493-8616
-
crisitem.author.parentorg
E193 - Institut für Visual Computing and Human-Centered Technology
