Buchumschlag

Can Nuanced Language Lead to More Actionable Insights? Exploring the Role of Generative AI in Analytical Narrative Structure

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Setlur, Vidya, Birnbaum, Larry
Format:	Preprint
Veröffentlicht:	2024
Schlagworte:	Human-Computer Interaction
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs
von: Wang, Huichen Will, et al.
Veröffentlicht: (2025)

From Instruction to Insight: Exploring the Functional and Semantic Roles of Text in Interactive Dashboards
von: Sultanum, Nicole, et al.
Veröffentlicht: (2024)

RÉCITKIT: A Spatial Toolkit for Designing and Evaluating Human-Centered Immersive Data Narratives
von: Setlur, Vidya, et al.
Veröffentlicht: (2025)

Lexara: A User-Centered Toolkit for Evaluating Large Language Models for Conversational Visual Analytics
von: Palani, Srishti, et al.
Veröffentlicht: (2026)

"I Need to Find That One Chart": How Data Workers Navigate, Make Sense of, and Communicate Analytical Conversations
von: Gu, Ken, et al.
Veröffentlicht: (2026)

From 'Here' to 'There': Exploring Proximity Semantics in Multimodal Data Exploration
von: Bromley, Dennis, et al.
Veröffentlicht: (2026)

SlopeSeeker: A Search Tool for Exploring a Dataset of Quantifiable Trends
von: Bendeck, Alexander, et al.
Veröffentlicht: (2024)

DASH: A Bimodal Data Exploration Tool for Interactive Text and Visualizations
von: Bromley, Dennis, et al.
Veröffentlicht: (2024)

From Delays to Densities: Exploring Data Uncertainty through Speech, Text, and Visualization
von: Stokes, Chase, et al.
Veröffentlicht: (2024)

The Data-Wink Ratio: Emoji Encoder for Generating Semantically-Resonant Unit Charts
von: Brehmer, Matthew, et al.
Veröffentlicht: (2024)

Plume: Scaffolding Text Composition in Dashboards
von: Lisnic, Maxim, et al.
Veröffentlicht: (2025)

Evaluating an Immersive Analytics Application at an Enterprise Business Intelligence Customer Conference
von: Brehmer, Matthew, et al.
Veröffentlicht: (2025)

Mixing Modes: Active and Passive Integration of Speech, Text, and Visualization for Communicating Data Uncertainty
von: Stokes, Chase, et al.
Veröffentlicht: (2024)

Pluto: Authoring Semantically Aligned Text and Charts for Data-Driven Communication
von: Srinivasan, Arjun, et al.
Veröffentlicht: (2025)

DATAWEAVER: Authoring Data-Driven Narratives through the Integrated Composition of Visualization and Text
von: Fu, Yu, et al.
Veröffentlicht: (2025)

Evaluating Actionability in Explainable AI
von: Mansi, Gennie, et al.
Veröffentlicht: (2026)

EmphasisChecker: A Tool for Guiding Chart and Caption Emphasis
von: Kim, Dae Hyun, et al.
Veröffentlicht: (2023)

An Actionability Assessment Tool for Explainable AI
von: Singh, Ronal, et al.
Veröffentlicht: (2024)

Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study
von: Lee, Doris Jung-Lin, et al.
Veröffentlicht: (2021)

Voicing Uncertainty: How Speech, Text, and Visualizations Influence Decisions with Data Uncertainty
von: Stokes, Chase, et al.
Veröffentlicht: (2024)

Human-Generative AI Collaborative Problem Solving Who Leads and How Students Perceive the Interactions
von: Zhu, Gaoxia, et al.
Veröffentlicht: (2024)

From Data to Actionable Understanding: A Learner-Centered Framework for Dynamic Learning Analytics
von: Sadallah, Madjid
Veröffentlicht: (2025)

Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions
von: Bhattacharya, Aditya
Veröffentlicht: (2023)

Unlocking Memories with AI: Exploring the Role of AI-Generated Cues in Personal Reminiscing
von: Jeung, Jun Li, et al.
Veröffentlicht: (2024)

"I Recall the Past": Exploring How People Collaborate with Generative AI to Create Cultural Heritage Narratives
von: He, Zhiting, et al.
Veröffentlicht: (2024)

Can AI Reduce Acculturative Stress? Exploring the Role of AI-Mediated Speaking Practice in Chinese International Students' Perceived Language Insufficiency, Social Isolation, and Academic Pressure
von: Zou, Bin, et al.
Veröffentlicht: (2026)

What Can You Say to a Robot? Capability Communication Leads to More Natural Conversations
von: Reimann, Merle M., et al.
Veröffentlicht: (2025)

MindBenchAI: An Actionable Platform to Evaluate the Profile and Performance of Large Language Models in a Mental Healthcare Context
von: Dwyer, Bridget, et al.
Veröffentlicht: (2025)

Toward an Actionable Socioeconomic-Aware HCI
von: Burnett, Margaret, et al.
Veröffentlicht: (2021)

AI-Enabled Conversational Journaling for Advancing Parkinson's Disease Symptom Tracking
von: Rashik, Mashrur, et al.
Veröffentlicht: (2025)

Exploring The Interaction-Outcome Paradox: Seemingly Richer and More Self-Aware Interactions with LLMs May Not Yet Lead to Better Learning
von: Divekar, Rahul R., et al.
Veröffentlicht: (2025)

Actionable AI: Enabling Non Experts to Understand and Configure AI Systems
von: Boulard, Cécile, et al.
Veröffentlicht: (2025)

I Prompt, it Generates, we Negotiate. Exploring Text-Image Intertextuality in Human-AI Co-Creation of Visual Narratives with VLMs
von: Guo, Mengyao, et al.
Veröffentlicht: (2025)

Chatting with a Learning Analytics Dashboard: The Role of Generative AI Literacy on Learner Interaction with Conventional and Scaffolding Chatbots
von: Jin, Yueqiao, et al.
Veröffentlicht: (2024)

They Think AI Can Do More Than It Actually Can: Practices, Challenges, & Opportunities of AI-Supported Reporting In Local Journalism
von: Cifliku, Besjon, et al.
Veröffentlicht: (2026)

More Modality, More AI: Exploring Design Opportunities of AI-Based Multi-modal Remote Monitoring Technologies for Early Detection of Mental Health Sequelae in Youth Concussion Patients
von: Yao, Bingsheng, et al.
Veröffentlicht: (2025)

Exploring The Impact Of Proactive Generative AI Agent Roles In Time-Sensitive Collaborative Problem-Solving Tasks
von: Mukhopadhyay, Anirban, et al.
Veröffentlicht: (2026)

Exploring the Role of Tracing in AI-Supported Planning for Algorithmic Reasoning
von: Jain, Yoshee, et al.
Veröffentlicht: (2026)

AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances
von: Agarwal, Dhruv, et al.
Veröffentlicht: (2024)

StoryNavi: On-Demand Narrative-Driven Reconstruction of Video Play With Generative AI
von: Xu, Alston Lantian, et al.
Veröffentlicht: (2024)