Questioning the AI: Informing Design Practices for Explainable AI User Experiences

8 January 2020

Papers citing "Questioning the AI: Informing Design Practices for Explainable AI User Experiences"

50 / 240 papers shown

Title
Human-AI Interaction in Industrial Robotics: Design and Empirical Evaluation of a User Interface for Explainable AI-Based Robot Program Optimization Benjamin Alt Johannes Zahn Claudius Kienle Julia Dvorak M. May Darko Katic Rainer Jäkel Tobias Kopp Michael Beetz Gisela Lanza 19 2 0 30 Apr 2024
Fiper: a Visual-based Explanation Combining Rules and Feature Importance Eleonora Cappuccio D. Fadda Rosa Lanzilotti Salvatore Rinzivillo FAtt 18 1 0 25 Apr 2024
Understanding Robot Minds: Leveraging Machine Teaching for Transparent Human-Robot Collaboration Across Diverse Groups Suresh Kumaar Jayaraman Reid G. Simmons Aaron Steinfeld H. Admoni 19 0 0 23 Apr 2024
Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults Tongze Zhang Tammy Chung Anind Dey Sang Won Bae 14 3 0 22 Apr 2024
Interaction as Explanation: A User Interaction-based Method for Explaining Image Classification Models Hyeonggeun Yun 37 0 0 15 Apr 2024
Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows G. Guo Dustin L. Arendt Alex Endert 25 1 0 02 Apr 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
Negotiating the Shared Agency between Humans & AI in the Recommender System Mengke Wu Weizi Liu Yanyun Wang M. Yao 16 0 0 23 Mar 2024
How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey Thu Nguyen Alessandro Canossa Jichen Zhu 27 3 0 21 Mar 2024
AI-Assisted Causal Pathway Diagram for Human-Centered Design Ruican Zhong Donghoon Shin Rosemary Meza P. Klasnja Lucas Colusso Gary Hsieh 28 5 0 12 Mar 2024
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement Zhijie Wang Yuheng Huang Da Song Lei Ma Tianyi Zhang DiffM 40 55 0 06 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Content-Centric Prototyping of Generative AI Applications: Emerging Approaches and Challenges in Collaborative Software Teams Hari Subramonyam Divy Thakkar Jurgen Dieber Anoop Sinha 36 1 0 27 Feb 2024
What is the focus of XAI in UI design? Prioritizing UI design principles for enhancing XAI user experience Dian Lei Yao He Jianyou Zeng 24 1 0 21 Feb 2024
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit Nur Yildirim Susanna Zlotnikov Deniz Sayar Jeremy M. Kahn L. Bukowski ... Venkatesh Sivaraman Adam Perer Sarah Preum James McCann John Zimmerman 29 14 0 21 Feb 2024
AINeedsPlanner: A Workbook to Support Effective Collaboration Between AI Experts and Clients Dae Hyun Kim Hyungyu Shin Shakhnozakhon Yadgarova J. Son Hariharan Subramonyam Juho Kim 19 3 0 14 Feb 2024
EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations Aditya Bhattacharya Simone Stumpf Lucija Gosak Gregor Stiglic K. Verbert 42 18 0 01 Feb 2024
Dissecting users' needs for search result explanations Prerna Juneja Wenjuan Zhang Alison Smith-Renner Hemank Lamba Joel R. Tetreault Alex Jaimes FAtt 8 5 0 29 Jan 2024
Design Principles for Generative AI Applications Justin D. Weisz Jessica He Michael J. Muller Gabriela Hoefer Rachel Miles Werner Geyer AI4CE 34 125 0 25 Jan 2024
Information That Matters: Exploring Information Needs of People Affected by Algorithmic Decisions Timothée Schmude Laura M. Koesten Torsten Moller Sebastian Tschiatschek 6 3 0 24 Jan 2024
Towards a Non-Ideal Methodological Framework for Responsible ML Ramaravind Kommiya Mothilal Shion Guha Syed Ishtiaque Ahmed 32 7 0 20 Jan 2024
Unpacking Human-AI interactions: From interaction primitives to a design space Konstantinos Tsiakas Dave Murray-Rust 19 3 0 10 Jan 2024
Effects of Multimodal Explanations for Autonomous Driving on Driving Performance, Cognitive Load, Expertise, Confidence, and Trust Robert Kaufman Jean Costa Everlyne Kimani 48 7 0 08 Jan 2024
Large Language Model (LLM) Bias Index -- LLMBI Abiodun Finbarrs Oketunji Muhammad Anas Deepthi Saina 30 11 0 22 Dec 2023
Conceptualizing the Relationship between AI Explanations and User Agency Iyadunni Adenuga Jonathan Dodge 19 1 0 05 Dec 2023
Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences Eleftheria Briakou Navita Goyal Marine Carpuat 17 1 0 04 Dec 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 14 10 0 20 Nov 2023
What Lies beyond the Pareto Front? A Survey on Decision-Support Methods for Multi-Objective Optimization Zuzanna Osika J. Z. Salazar D. Roijers F. Oliehoek P. Murukannaiah 10 4 0 19 Nov 2023
Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI Nick Bryan-Kinns Bingyuan Zhang Songyan Zhao Berker Banar DRL MGen 28 9 0 14 Nov 2023
Does Explainable AI Have Moral Value? Joshua L.M. Brand Luca Nannini XAI 11 0 0 05 Nov 2023
Exploring Practitioner Perspectives On Training Data Attribution Explanations Elisa Nguyen Evgenii Kortukov Jean Y. Song Seong Joon Oh TDI 377 1 0 31 Oct 2023
Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings Elena Sergeeva Anastasia Sergeeva Huiyun Tang Kerstin Bongard-Blanchy Peter Szolovits 10 1 0 22 Oct 2023
DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design Zhenhui Peng Qiaoyi Chen Zhiyu Shen Xiaojuan Ma Antti Oulasvirta 14 5 0 18 Oct 2023
An Information Bottleneck Characterization of the Understanding-Workload Tradeoff Lindsay M. Sanneman Mycal Tucker Julie A. Shah 24 2 0 11 Oct 2023
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences Fred Hohman Mary Beth Kery Donghao Ren Dominik Moritz 19 16 0 06 Oct 2023
The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice Fernando Delgado Stephen Yang Michael A. Madaio Qian Yang 71 100 0 02 Oct 2023
An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-oriented Systems Andreas Metzger Jon Bartel Jan Laufer 14 2 0 25 Sep 2023
May I Ask a Follow-up Question? Understanding the Benefits of Conversations in Neural Network Explainability Tong Zhang X. J. Yang Boyang Albert Li 11 3 0 25 Sep 2023
How Do Analysts Understand and Verify AI-Assisted Data Analyses? Ken Gu Ruoxi Shang Tim Althoff Chenglong Wang Steven Drucker AAML 38 25 0 19 Sep 2023
How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study Ken Gu Madeleine Grunde-McLaughlin Andrew M. McNutt Jeffrey Heer Tim Althoff 27 28 0 18 Sep 2023
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis Shao Zhang Jianing Yu Xuhai Xu Changchang Yin Yuxuan Lu ... Melanie Tory Lace M. Padilla Jeffrey Caterino Ping Zhang Dakuo Wang 21 40 0 17 Sep 2023
Outlining the design space of eXplainable swarm (xSwarm): experts perspective Mohammad Naiseh Mohammad D. Soorati Sarvapali Ramchurn 6 3 0 03 Sep 2023
ExD: Explainable Deletion K. Ramokapane A. Rashid 18 1 0 25 Aug 2023
Exploring XAI for the Arts: Explaining Latent Space in Generative Music Nick Bryan-Kinns Berker Banar Corey Ford Courtney N. Reed Yixiao Zhang S. Colton Jack Armitage 17 30 0 10 Aug 2023
Explainable AI applications in the Medical Domain: a systematic review Nicoletta Prentzas A. Kakas Constantinos S. Pattichis 16 11 0 10 Aug 2023
"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models Qian Wan Si-Yuan Hu Yu Zhang Pi-Hui Wang Bo Wen Zhicong Lu HAI LRM 17 27 0 20 Jul 2023
Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development Shalaleh Rismani Renee Shelby A. Smart Renelito Delos Santos AJung Moon Negar Rostamzadeh 30 9 0 19 Jul 2023
Identifying Explanation Needs of End-users: Applying and Extending the XAI Question Bank Lars Sipos Ulrike Schäfer Katrin Glinka Claudia Muller-Birn 15 7 0 18 Jul 2023
Towards Real Smart Apps: Investigating Human-AI Interactions in Smartphone On-Device AI Apps Jason Ching Yuen Siu Jieshan Chen Yujin Huang Zhenchang Xing Chunyang Chen 11 0 0 03 Jul 2023
Interactive Explanation with Varying Level of Details in an Explainable Scientific Literature Recommender System Mouadh Guesmi Mohamed Amine Chatti Shoeb Joarder Qurat Ul Ain R. Alatrash Clara Siepmann Tannaz Vahidi 11 9 0 09 Jun 2023