Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making

15 October 2020

Papers citing "Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making"

38 / 38 papers shown

Title
Trapped by Expectations: Functional Fixedness in LLM-Enabled Chat Search Jiqun Liu Jamshed Karimnazarov Ryen W. White 36 0 0 02 Apr 2025
Iffy-Or-Not: Extending the Web to Support the Critical Evaluation of Fallacious Texts Gionnieve Lim Juho Kim S. Perrault 51 0 0 18 Mar 2025
From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM-powered Analysis Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ziang Xiao Ming Yin 47 0 0 17 Feb 2025
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant Gaole He Gianluca Demartini U. Gadiraju LLMAG 65 8 0 03 Feb 2025
Towards Human-centered Design of Explainable Artificial Intelligence (XAI): A Survey of Empirical Studies Shuai Ma 27 0 0 28 Oct 2024
How Performance Pressure Influences AI-Assisted Decision Making Nikita Haduong Noah A. Smith 19 0 0 21 Oct 2024
Give Me a Choice: The Consequences of Restricting Choices Through AI-Support for Perceived Autonomy, Motivational Variables, and Decision Performance Cedric Faas Richard Bergs Sarah Sterz Markus Langer Anna Maria Feit 21 1 0 10 Oct 2024
Comparing Zealous and Restrained AI Recommendations in a Real-World Human-AI Collaboration Task Chengyuan Xu Kuo-Chin Lien Tobias Höllerer 27 10 0 06 Oct 2024
Bridging the Gap in Hybrid Decision-Making Systems Federico Mazzoni Roberto Pellungrini Riccardo Guidotti 28 0 0 28 Sep 2024
Effect of Adaptation Rate and Cost Display in a Human-AI Interaction Game Jason T. Isa Bohan Wu Qirui Wang Yilin Zhang Samuel A. Burden Lillian J. Ratliff Benjamin J. Chasnov 16 0 0 26 Aug 2024
Rolling in the deep of cognitive and AI biases Athena Vakali Nicoleta Tantalaki 24 1 0 30 Jul 2024
A Survey of AI Reliance S. Eckhardt Niklas Kuhl Mateusz Dolata Gerhard Schwabe 46 1 0 22 Jul 2024
Beyond Recommendations: From Backward to Forward AI Support of Pilots' Decision-Making Process Z. Zhang Sebastian S. Feger Lucas Dullenkopf Rulu Liao Lukas Süsslin Yuanting Liu Andreas Butz 37 4 0 13 Jun 2024
Majority Voting of Doctors Improves Appropriateness of AI Reliance in Pathology H. Gu Chunxu Yang S. Magaki Neda Zarrin-Khameh N. Lakis ... Todd M. Stevens Sara L. Stone Wenzhong Yan Mohammad Haeri Xiang Ánthony' Chen 22 0 0 06 Apr 2024
Learning To Guide Human Decision Makers With Vision-Language Models Debodeep Banerjee Stefano Teso Burcu Sayin Andrea Passerini 32 1 0 25 Mar 2024
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making Shuai Ma Qiaoyi Chen Xinru Wang Chengbo Zheng Zhenhui Peng Ming Yin Xiaojuan Ma ELM 26 20 0 25 Mar 2024
"Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making Shuai Ma Xinru Wang Ying Lei Chuhan Shi Ming Yin Xiaojuan Ma 27 24 0 14 Mar 2024
Determinants of LLM-assisted Decision-Making Eva Eigner Thorsten Händler 46 44 0 27 Feb 2024
Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections Lingjun Zhao Khanh Nguyen Hal Daumé 33 1 0 26 Feb 2024
Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence Thao Le Tim Miller L. Sonenberg Ronal Singh 26 3 0 02 Feb 2024
Causal Perception Jose M. Alvarez Salvatore Ruggieri CML 24 0 0 24 Jan 2024
Belief Miner: A Methodology for Discovering Causal Beliefs and Causal Illusions from General Populations Shahreen Salim Md. Naimul Hoque Klaus Mueller 15 2 0 16 Jan 2024
Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making Shiye Cao Anqi Liu Chien-Ming Huang 30 9 0 11 Jan 2024
Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review Catalina Gomez Sue Min Cho Shichang Ke Chien-Ming Huang Mathias Unberath 32 1 0 30 Oct 2023
Learning to Guide Human Experts via Personalized Large Language Models Debodeep Banerjee Stefano Teso Andrea Passerini LLMAG 16 0 0 11 Aug 2023
Value-based Fast and Slow AI Nudging M. B. Ganapini F. Fabiano L. Horesh Andrea Loreggia N. Mattei K. Murugesan Vishal Pallagani F. Rossi Biplav Srivastava Brent Venable 22 1 0 14 Jul 2023
Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure S. Swaroop Zana Buçinca Krzysztof Z. Gajos Finale Doshi-Velez 26 14 0 12 Jun 2023
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction Patrick Hemmer Monika Westphal Max Schemmer S. Vetter Michael Vossing G. Satzger 39 42 0 16 Mar 2023
"If I Had All the Time in the World": Ophthalmologists' Perceptions of Anchoring Bias Mitigation in Clinical AI Support A. Bach Trine Munch Norgaard Jens Christian Brok N. V. Berkel 23 32 0 07 Mar 2023
Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making Shuai Ma Ying Lei Xinru Wang Chengbo Zheng Chuhan Shi Ming Yin Xiaojuan Ma 14 98 0 14 Jan 2023
BIASeD: Bringing Irrationality into Automated System Design Aditya Gulati M. Lozano Bruno Lepri Nuria Oliver 37 7 0 01 Oct 2022
Advancing Human-AI Complementarity: The Impact of User Expertise and Algorithmic Tuning on Joint Decision Making K. Inkpen Shreya Chappidi Keri Mallari Besmira Nushi Divya Ramesh Pietro Michelucci Vani Mandava Libuvse Hannah Vepvrek Gabrielle Quinn 23 45 0 16 Aug 2022
Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging Riccardo Fogliato Shreya Chappidi M. Lungren Michael Fitzke Mark Parkinson Diane U Wilson Paul Fisher Eric Horvitz K. Inkpen Besmira Nushi 19 69 0 19 May 2022
Modeling Human Behavior Part II -- Cognitive approaches and Uncertainty Andrew Fuchs A. Passarella M. Conti 11 4 0 13 May 2022
A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML Complementarity Charvi Rastogi Liu Leqi Kenneth Holstein Hoda Heidari 33 9 0 22 Apr 2022
Role of Human-AI Interaction in Selective Prediction Elizabeth Bondi Raphael Köster Hannah R. Sheahan Martin Chadwick Yoram Bachrach taylan. cemgil Ulrich Paquet Krishnamurthy Dvijotham 17 35 0 13 Dec 2021
Human-Centered Explainable AI (XAI): From Algorithms to User Experiences Q. V. Liao R. Varshney 15 224 0 20 Oct 2021
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 251 3,683 0 28 Feb 2017