Copertina

Should XAI Nudge Human Decisions with Explanation Biasing?

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Fukuchi, Yosuke, Yamada, Seiji
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Human-Computer Interaction Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Dynamic Explanation Emphasis in Human-XAI Interaction with Communication Robot
di: Fukuchi, Yosuke, et al.
Pubblicazione: (2024)

User Decision Guidance with Selective Explanation Presentation from Explainable-AI
di: Fukuchi, Yosuke, et al.
Pubblicazione: (2024)

Predicting Trust Dynamics with Dynamic SEM in Human-AI Cooperation
di: Kaneko, Sota, et al.
Pubblicazione: (2024)

When Bias Backfires: The Modulatory Role of Counterfactual Explanations on the Adoption of Algorithmic Bias in XAI-Supported Human Decision-Making
di: Kuhl, Ulrike, et al.
Pubblicazione: (2025)

The Impact of Imperfect XAI on Human-AI Decision-Making
di: Morrison, Katelyn, et al.
Pubblicazione: (2023)

Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant
di: He, Gaole, et al.
Pubblicazione: (2025)

Incremental XAI: Memorable Understanding of AI with Incremental Explanations
di: Bo, Jessica Y., et al.
Pubblicazione: (2024)

Decoding AI's Nudge: A Unified Framework to Predict Human Behavior in AI-assisted Decision Making
di: Li, Zhuoyan, et al.
Pubblicazione: (2024)

Benchmarking XAI Explanations with Human-Aligned Evaluations
di: Kazmierczak, Rémi, et al.
Pubblicazione: (2024)

Transferable XAI: Relating Understanding Across Domains with Explanation Transfer
di: Wang, Fei, et al.
Pubblicazione: (2026)

Human Decision-Making with Persuasive and Narrative LLM Explanations
di: Marusich, Laura R., et al.
Pubblicazione: (2026)

Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
di: Schoeffer, Jakob, et al.
Pubblicazione: (2022)

Not All Trust is the Same: Effects of Decision Workflow and Explanations in Human-AI Decision Making
di: Spillner, Laura, et al.
Pubblicazione: (2026)

Agentic Explainable Artificial Intelligence (Agentic XAI) Approach To Explore Better Explanation
di: Yamaguchi, Tomoaki, et al.
Pubblicazione: (2025)

Comparables XAI: Faithful Example-based AI Explanations with Counterfactual Trace Adjustments
di: Zhang, Yifan, et al.
Pubblicazione: (2026)

Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding
di: Baer, Gregor, et al.
Pubblicazione: (2026)

Predicting Biased Human Decision-Making with Large Language Models in Conversational Settings
di: Pilli, Stephen, et al.
Pubblicazione: (2026)

Contrastive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making Skills
di: Buçinca, Zana, et al.
Pubblicazione: (2024)

Beyond Technocratic XAI: The Who, What & How in Explanation Design
di: Dhar, Ruchira, et al.
Pubblicazione: (2025)

The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features
di: Goyal, Navita, et al.
Pubblicazione: (2023)

The Who in XAI: How AI Background Shapes Perceptions of AI Explanations
di: Ehsan, Upol, et al.
Pubblicazione: (2021)

On Evaluating Explanation Utility for Human-AI Decision Making in NLP
di: Chaleshtori, Fateme Hashemi, et al.
Pubblicazione: (2024)

Biased AI can Influence Political Decision-Making
di: Fisher, Jillian, et al.
Pubblicazione: (2024)

LLMs for XAI: Future Directions for Explaining Explanations
di: Zytek, Alexandra, et al.
Pubblicazione: (2024)

Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary
di: Li, Zhuoyan, et al.
Pubblicazione: (2024)

AI Should Be More Human, Not More Complex
di: Esposito, Carlo
Pubblicazione: (2025)

Improving Health Professionals' Onboarding with AI and XAI for Trustworthy Human-AI Collaborative Decision Making
di: Lee, Min Hun, et al.
Pubblicazione: (2024)

Using Learning Theories to Evolve Human-Centered XAI: Future Perspectives and Challenges
di: Cortinas-Lorenzo, Karina, et al.
Pubblicazione: (2026)

Exploring Conversational Agents as an Effective Tool for Measuring Cognitive Biases in Decision-Making
di: Pilli, Stephen
Pubblicazione: (2024)

Evaluation of Human-Understandability of Global Model Explanations using Decision Tree
di: Sivaprasad, Adarsa, et al.
Pubblicazione: (2023)

Integrating Evidence into the Design of XAI and AI-based Decision Support Systems: A Means-End Framework for End-users in Construction
di: Love, Peter E. D., et al.
Pubblicazione: (2024)

Biased Minds Meet Biased AI: How Class Imbalance Shapes Appropriate Reliance and Interacts with Human Base Rate Neglect
di: von Felten, Nick, et al.
Pubblicazione: (2025)

The Role of Explanation Styles and Perceived Accuracy on Decision Making in Predictive Process Monitoring
di: Chae, Soobin, et al.
Pubblicazione: (2025)

Not All Explanations are Created Equal: Investigating the Pitfalls of Current XAI Evaluation
di: Shymanski, Joe, et al.
Pubblicazione: (2025)

The Impact of Concept Explanations and Interventions on Human-Machine Collaboration
di: Furby, Jack, et al.
Pubblicazione: (2025)

Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations
di: Fresz, Benjamin, et al.
Pubblicazione: (2024)

XEQ Scale for Evaluating XAI Experience Quality
di: Wijekoon, Anjana, et al.
Pubblicazione: (2024)

Why is plausibility surprisingly problematic as an XAI criterion?
di: Jin, Weina, et al.
Pubblicazione: (2023)

In Search of Verifiability: Explanations Rarely Enable Complementary Performance in AI-Advised Decision Making
di: Fok, Raymond, et al.
Pubblicazione: (2023)

Don't be Fooled: The Misinformation Effect of Explanations in Human-AI Collaboration
di: Spitzer, Philipp, et al.
Pubblicazione: (2024)