Questioning the ability of feature-based explanations to empower non-experts in robo-advised financial decision-making-Reference-Cited by-同舟云学术

Questioning the ability of feature-based explanations to empower non-experts in robo-advised financial decision-making

Published:2023-06-12 Issue: Volume: Page:943-958
ISSN:
Container-title:2023 ACM Conference on Fairness Accountability and Transparency
language:
Short-container-title:

Author:

Bertrand Astrid¹^ORCID,Eagan James R.¹^ORCID,Maxwell Winston²^ORCID

Affiliation:

1. LTCI, Télécom Paris, Institut Polytechnique de Paris, France

2. i3, CNRS, Télécom Paris, Institut Polytechnique de Paris, France

Funder

Agence Nationale de la Recherche

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3593013.3594053

Reference49 articles.

1. Ramnath Balasubramanian, Ari Chester, and Nick Milinkovich. 2020. Rewriting the rules: Digital and AI-powered underwriting in life insurance. Consultancy Report. McKinsey & Company. https://www.mckinsey.com/industries/financial-services/our-insights/rewriting-the-rules-digital-and-ai-powered-underwriting-in-life-insurance

2. The role of domain expertise in trusting and following explainable AI decision support systems

3. How Cognitive Biases Affect XAI-assisted Decision-making

4. Legal requirements on explainability in machine learning

Cited by 13 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. “Even explanations will not help in trusting [this] fundamentally biased system”: A Predictive Policing Case-Study;Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization;2025-06-13

2. "You're in a Ferrari. I'm Waiting for the Bus": Confronting Tensions in Community-University Partnerships;Proceedings of the ACM on Human-Computer Interaction;2025-05-02

3. AI, Help Me Think—but for Myself: Assisting People in Complex Decision-Making by Providing Different Kinds of Cognitive Support;Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems;2025-04-25

4. Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry;Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems;2025-04-25

5. Designing Visual Explanations and Learner Controls to Engage Adolescents in AI-Supported Exercise Selection;Proceedings of the 15th International Learning Analytics and Knowledge Conference;2025-03-03