Cover Image

Leveraging LLMs for Persona-Based Visualization of Election Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Panda, Swaroop, Sekar, Arun Kumar
Format:	Preprint
Published:	2025
Subjects:	Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LLMs' ways of seeing User Personas
by: Panda, Swaroop
Published: (2024)

Thought Experiments in Design Fiction for Visualization
by: Panda, Swaroop
Published: (2024)

Look into your Heart -- Prototypes for a Speculative Design Exploration of Personal Heart Rate Visualization
by: Panda, Swaroop
Published: (2025)

Making AI Agents Evaluate Misleading Charts without Nudging
by: Panda, Swaroop
Published: (2026)

A Framework for LLM-powered Design Assistants
by: Panda, Swaroop
Published: (2025)

A Deep User Interface for Exploring LLaMa
by: Perumal, Divya, et al.
Published: (2025)

Co-persona: Leveraging LLMs and Expert Collaboration to Understand User Personas through Social Media Data Analysis
by: Yin, Min, et al.
Published: (2025)

Personas with Attitudes: Controlling LLMs for Diverse Data Annotation
by: Fröhling, Leon, et al.
Published: (2024)

Persona-L has Entered the Chat: Leveraging LLM and Ability-based Framework for Personas of People with Complex Needs
by: Sun, Lipeipei, et al.
Published: (2024)

Affective Visualization Design: Leveraging the Emotional Impact of Data
by: Lan, Xingyu, et al.
Published: (2023)

Same Data, Different Audiences: Using Personas to Scope a Supercomputing Job Queue Visualization
by: Scully-Allison, Connor, et al.
Published: (2025)

Evaluation of LLMs Biases Towards Elite Universities: A Persona-Based Exploration
by: Gupta, Shailja, et al.
Published: (2024)

LLMs as Academic Reading Companions: Extending HCI Through Synthetic Personae
by: Chen, Celia, et al.
Published: (2024)

Exploring the Capability of LLMs in Performing Low-Level Visual Analytic Tasks on SVG Data Visualizations
by: Xu, Zhongzheng, et al.
Published: (2024)

Understanding Down Syndrome Stereotypes in LLM-Based Personas
by: Wu, Chantelle, et al.
Published: (2025)

Are LLMs ready for Visualization?
by: Vázquez, Pere-Pau
Published: (2024)

Leveraging LLMs for Efficient and Personalized Smart Home Automation
by: Yu, Chaerin, et al.
Published: (2026)

Data Augmentation for Visualization Design Knowledge Bases
by: Kim, Hyeok, et al.
Published: (2025)

ReSpark: Leveraging Previous Data Reports as References to Generate New Reports with LLMs
by: Tian, Yuan, et al.
Published: (2025)

LLMartini: Seamless and Interactive Leveraging of Multiple LLMs through Comparison and Composition
by: Shi, Yingtian, et al.
Published: (2025)

Stable Personas: Dual-Assessment of Temporal Stability in LLM-Based Human Simulation
by: Gonnermann-Müller, Jana, et al.
Published: (2026)

Leveraging Foundation Models for Crafting Narrative Visualization: A Survey
by: He, Yi, et al.
Published: (2024)

CrossData: Leveraging Text-Data Connections for Authoring Data Documents
by: Zhu-Tian, Chen, et al.
Published: (2023)

Synonymix: Unified Group Personas for Generative Simulations
by: Chen, Huanxing, et al.
Published: (2026)

Human Interest or Conflict? Leveraging LLMs for Automated Framing Analysis in TV Shows
by: del Barrio, David Alonso, et al.
Published: (2024)

ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language
by: Tian, Yuan, et al.
Published: (2023)

Dialogue Language Model with Large-Scale Persona Data Engineering
by: Hong, Mengze, et al.
Published: (2024)

Charts-of-Thought: Enhancing LLM Visualization Literacy Through Structured Data Extraction
by: Das, Amit Kumar, et al.
Published: (2025)

Personagram: Bridging Personas and Product Design for Creative Ideation with Multimodal LLMs
by: Kim, Taewook, et al.
Published: (2026)

PersonaAI: Leveraging Retrieval-Augmented Generation and Personalized Context for AI-Driven Digital Avatars
by: Kimara, Elvis, et al.
Published: (2025)

LLM-Based Educational Simulation: Evaluating Temporal Student Persona Stability Across ADHD Profiles
by: Gonnermann-Müller, Jana, et al.
Published: (2026)

After Talking with 1,000 Personas: Learning Preference-Aligned Proactive Assistants From Large-Scale Persona Interactions
by: Xuan, Ziyi, et al.
Published: (2026)

Leveraging Internet of Things Network Metadata for Cost-Effective Automatic Smart Building Visualization
by: Staugaard, Benjamin, et al.
Published: (2024)

Visualizationary: Automating Design Feedback for Visualization Designers using LLMs
by: Shin, Sungbok, et al.
Published: (2024)

The Agentic Leash: Extracting Causal Feedback Fuzzy Cognitive Maps with LLMs
by: Panda, Akash Kumar, et al.
Published: (2025)

Designing for Disclosure in Data Visualizations
by: Mehta, Krisha, et al.
Published: (2025)

How Do LLMs See Charts? A Comparative Study on High-Level Visualization Comprehension in Humans and LLMs
by: Jeon, Hyotaek, et al.
Published: (2026)

Generating User Experience Based on Personas with AI Assistants
by: Huang, Yutan
Published: (2024)

OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation
by: Wang, Ziyi, et al.
Published: (2025)

The Human Visual System Can Inspire New Interaction Paradigms for LLMs
by: Robinson, Diana, et al.
Published: (2025)