Image de couverture de livre

A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Liedeker, Felix, Sanchez-Graillet, Olivia, Seidler, Moana, Brandt, Christian, Wellmer, Jörg, Cimiano, Philipp
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Do Metrics for Counterfactual Explanations Align with User Perception?
par: Liedeker, Felix, et autres
Publié: (2026)

From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis
par: Plenz, Moritz, et autres
Publié: (2025)

Federated Markov Imputation: Privacy-Preserving Temporal Imputation in Multi-Centric ICU Environments
par: Düsing, Christoph, et autres
Publié: (2025)

Improving Early Sepsis Onset Prediction Through Federated Learning
par: Düsing, Christoph, et autres
Publié: (2025)

Argumentation for Explainable and Globally Contestable Decision Support with LLMs
par: Dejl, Adam, et autres
Publié: (2026)

CompoST: A Benchmark for Analyzing the Ability of LLMs To Compositionally Interpret Questions in a QALD Setting
par: Schmidt, David Maria, et autres
Publié: (2025)

Evaluating Explanations Through LLMs: Beyond Traditional User Studies
par: De Bona, Francesco Bombassei, et autres
Publié: (2024)

The Argument is the Explanation: Structured Argumentation for Trust in Agents
par: Cakar, Ege, et autres
Publié: (2025)

ADESSE: Advice Explanations in Complex Repeated Decision-Making Environments
par: Schleibaum, Sören, et autres
Publié: (2024)

Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions
par: Fleisig, Eve, et autres
Publié: (2025)

Explanations are a Means to an End: Decision Theoretic Explanation Evaluation
par: Guo, Ziyang, et autres
Publié: (2025)

An Argumentative Explanation Framework for Generalized Reason Model with Inconsistent Precedents
par: Fungwacharakorn, Wachara, et autres
Publié: (2025)

A Comparative User Evaluation of XRL Explanations using Goal Identification
par: Towers, Mark, et autres
Publié: (2025)

Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System
par: Schmidt, David Maria, et autres
Publié: (2024)

Comparative Explanations: Explanation Guided Decision Making for Human-in-the-Loop Preference Selection
par: Chakraborty, Tanmay, et autres
Publié: (2025)

AF-XRAY: Visual Explanation and Resolution of Ambiguity in Legal Argumentation Frameworks
par: Xia, Yilin, et autres
Publié: (2025)

Applying Attribution Explanations in Truth-Discovery Quantitative Bipolar Argumentation Frameworks
par: Yin, Xiang, et autres
Publié: (2024)

Counterfactual and Semifactual Explanations in Abstract Argumentation: Formal Foundations, Complexity and Computation
par: Alfano, Gianvincenzo, et autres
Publié: (2024)

Strength Change Explanations in Quantitative Argumentation
par: Kampik, Timotheus, et autres
Publié: (2026)

User Decision Guidance with Selective Explanation Presentation from Explainable-AI
par: Fukuchi, Yosuke, et autres
Publié: (2024)

Supported Abstract Argumentation for Case-Based Reasoning
par: Gould, Adam, et autres
Publié: (2025)

NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval
par: Zeighami, Sepanta, et autres
Publié: (2024)

CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks (Technical Report)
par: Yin, Xiang, et autres
Publié: (2024)

Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty
par: Chiaburu, Teodor, et autres
Publié: (2024)

ARGORA: Orchestrated Argumentation for Causally Grounded LLM Reasoning and Decision Making
par: Jin, Youngjin, et autres
Publié: (2026)

LLMs Should Not Yet Be Credited with Decision Explanation
par: Wang, Wenshuo
Publié: (2026)

Explaining Arguments' Strength: Unveiling the Role of Attacks and Supports (Technical Report)
par: Yin, Xiang, et autres
Publié: (2024)

Cyclic Supports in Recursive Bipolar Argumentation Frameworks: Semantics and LP Mapping
par: Alfano, Gianvincenzo, et autres
Publié: (2024)

The Effect of Explainable AI-based Decision Support on Human Task Performance: A Meta-Analysis
par: Haag, Felix
Publié: (2025)

Splitting Argumentation Frameworks with Collective Attacks and Supports
par: Berthold, Matti, et autres
Publié: (2026)

Grounding Rule-Based Argumentation Using Datalog
par: Diller, Martin, et autres
Publié: (2025)

Change in Quantitative Bipolar Argumentation: Sufficient, Necessary, and Counterfactual Explanations
par: Kampik, Timotheus, et autres
Publié: (2025)

Evaluating Small Language Models for Agentic On-Farm Decision Support Systems
par: Liu, Enhong, et autres
Publié: (2025)

Context-Aware Hospitalization Forecasting Evaluations for Decision Support using LLMs
par: Makkuni, Rhea, et autres
Publié: (2026)

Facets in Argumentation: A Formal Approach to Argument Significance
par: Fichte, Johannes, et autres
Publié: (2025)

An Axiomatic Study of the Evaluation of Enthymeme Decoding in Weighted Structured Argumentation
par: Ben-Naim, Jonathan, et autres
Publié: (2024)

Measuring the Fragility of Trust: Devising Credibility Index via Explanation Stability (CIES) for Business Decision Support Systems
par: Vaduva, Alin-Gabriel, et autres
Publié: (2026)

On Evaluating Explanation Utility for Human-AI Decision Making in NLP
par: Chaleshtori, Fateme Hashemi, et autres
Publié: (2024)

Argumentative Human-AI Decision-Making: Toward AI Agents That Reason With Us, Not For Us
par: Vasileiou, Stylianos Loukas, et autres
Publié: (2026)

PHAX: A Structured Argumentation Framework for User-Centered Explainable AI in Public Health and Biomedical Sciences
par: İlgen, Bahar, et autres
Publié: (2025)