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Human-AI Collaboration for UX Evaluation: Effects of Explanation and Synchronization

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/acp.1190openalex-snapshot
Paraverbal indicators of deception: a meta‐analytic synthesis
inferredcites →https://doi.org/10.1016/j.artint.2018.07.007openalex-snapshot
Explanation in artificial intelligence: Insights from the social sciences
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A machine learning-based usability evaluation method for eLearning systems
inferredcites →https://doi.org/10.1016/j.enbuild.2017.12.043openalex-snapshot
Deep learning for automatic usability evaluations based on images: A case study of the usability heuristics of thermostats
inferredcites →https://doi.org/10.1016/j.ijhcs.2016.09.009openalex-snapshot
Automatic detection of usability smells in web applications
inferredcites →https://doi.org/10.1016/j.ijhcs.2019.10.001openalex-snapshot
Detecting usability problems in mobile applications on the basis of dissimilarity in user behavior
inferredcites →https://doi.org/10.1016/s0378-7206(99)00015-4openalex-snapshot
Task and technology fit: a comparison of two technologies for synchronous and asynchronous group communication
inferredcites →https://doi.org/10.1037/0033-295x.106.4.643openalex-snapshot
Information foraging.
inferredcites →https://doi.org/10.1037/h0027443openalex-snapshot
Concurrent verbal activity.
inferredcites →https://doi.org/10.1080/10447318.2020.1741118openalex-snapshot
Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy
inferredcites →https://doi.org/10.1080/10447319509526110openalex-snapshot
IBM computer usability satisfaction questionnaires: Psychometric evaluation and instructions for use
inferredcites →https://doi.org/10.1080/10447319609526147openalex-snapshot
Cognitive engineering principles for enhancing human‐computer performance
inferredcites →https://doi.org/10.1108/09504120510580208openalex-snapshot
Sage Dictionary of Statistics: A Practical Resource for Students in the Social Sciences
inferredcites →https://doi.org/10.1109/3468.844354openalex-snapshot
A model for types and levels of human interaction with automation
inferredcites →https://doi.org/10.1109/access.2018.2870052openalex-snapshot
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
inferredcites →https://doi.org/10.1109/dsaa.2018.00018openalex-snapshot
Explaining Explanations: An Overview of Interpretability of Machine Learning
inferredcites →https://doi.org/10.1109/iccv.2017.618openalex-snapshot
Localizing Moments in Video with Natural Language
inferredcites →https://doi.org/10.1109/tpc.2011.2182569openalex-snapshot
Exploring Think-Alouds in Usability Testing: An International Survey
inferredcites →https://doi.org/10.1109/tvcg.2006.65openalex-snapshot
Designing for social data analysis
inferredcites →https://doi.org/10.1109/tvcg.2009.162openalex-snapshot
Lark: Coordinating Co-located Collaboration with Information Visualization
inferredcites →https://doi.org/10.1109/tvcg.2014.2346573openalex-snapshot
Supporting Communication and Coordination in Collaborative Sensemaking
inferredcites →https://doi.org/10.1109/tvcg.2016.2598466openalex-snapshot
Visualizing Dimension Coverage to Support Exploratory Analysis
inferredcites →https://doi.org/10.1109/tvcg.2016.2598543openalex-snapshot
Annotation Graphs: A Graph-Based Visualization for Meta-Analysis of Data Based on User-Authored Annotations
inferredcites →https://doi.org/10.1109/tvcg.2017.2745279openalex-snapshot
Supporting Handoff in Asynchronous Collaborative Sensemaking Using Knowledge-Transfer Graphs
inferredcites →https://doi.org/10.1109/vast.2010.5652880openalex-snapshot
An exploratory study of co-located collaborative visual analytics around a tabletop display
inferredcites →https://doi.org/10.1111/cgf.13402openalex-snapshot
Chart Constellations: Effective Chart Summarization for Collaborative and Multi‐User Analyses
inferredcites →https://doi.org/10.1145/1111449.1111475openalex-snapshot
Trust building with explanation interfaces
inferredcites →https://doi.org/10.1145/1240624.1240781openalex-snapshot
Voyagers and voyeurs
inferredcites →https://doi.org/10.1145/1240624.1240838openalex-snapshot
What happened to remote usability testing?
inferredcites →https://doi.org/10.1145/192844openalex-snapshot
Proceedings of the 1994 ACM conference on Computer supported cooperative work - CSCW '94
inferredcites →https://doi.org/10.1145/1978942.1979407openalex-snapshot
CommentSpace
inferredcites →https://doi.org/10.1145/2030112.2030168openalex-snapshot
Investigating intelligibility for uncertain context-aware applications
inferredcites →https://doi.org/10.1145/2145204.2145325openalex-snapshot
Tracking changes in collaborative writing
inferredcites →https://doi.org/10.1145/2207676.2208365openalex-snapshot
Analysis in practical usability evaluation
inferredcites →https://doi.org/10.1145/2396636.2396673openalex-snapshot
Branch-explore-merge
inferredcites →https://doi.org/10.1145/2669485.2669518openalex-snapshot
PolyChrome
inferredcites →https://doi.org/10.1145/286498.286736openalex-snapshot
Remote usability evaluation
inferredcites →https://doi.org/10.1145/2939672.2939778openalex-snapshot
"Why Should I Trust You?"
inferredcites →https://doi.org/10.1145/3098279.3098558openalex-snapshot
Customizable automatic detection of bad usability smells in mobile accessed web applications
inferredcites →https://doi.org/10.1145/3173574.3173951openalex-snapshot
'It's Reducing a Human Being to a Percentage'
inferredcites →https://doi.org/10.1145/3287560.3287590openalex-snapshot
On Human Predictions with Explanations and Predictions of Machine Learning Models
inferredcites →https://doi.org/10.1145/3290605.3300234openalex-snapshot
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making
inferredcites →https://doi.org/10.1145/3290605.3300468openalex-snapshot
Unremarkable AI
inferredcites →https://doi.org/10.1145/3290605.3300641openalex-snapshot
Will You Accept an Imperfect AI?
inferredcites →https://doi.org/10.1145/3290605.3300789openalex-snapshot
Explaining Decision-Making Algorithms through UI
inferredcites →https://doi.org/10.1145/3301275.3302316openalex-snapshot
Automated rationale generation
inferredcites →https://doi.org/10.1145/3301423openalex-snapshot
Automated Usability Evaluation of Virtual Reality Applications
inferredcites →https://doi.org/10.1145/3306618.3314273openalex-snapshot
TED
inferredcites →https://doi.org/10.1145/3306618.3314293openalex-snapshot
Explanatory Interactive Machine Learning
inferredcites →https://doi.org/10.1145/3313831.3376590openalex-snapshot
Questioning the AI: Informing Design Practices for Explainable AI User Experiences
inferredcites →https://doi.org/10.1145/3313831.3376873openalex-snapshot
"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans
inferredcites →https://doi.org/10.1145/3319616openalex-snapshot
Local Decision Pitfalls in Interactive Machine Learning
inferredcites →https://doi.org/10.1145/3325281openalex-snapshot
Concurrent Think-Aloud Verbalizations and Usability Problems
inferredcites →https://doi.org/10.1145/3351095openalex-snapshot
FAT* '20: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency, Barcelona, January 27-30, 2020
inferredcites →https://doi.org/10.1145/3359152openalex-snapshot
The Principles and Limits of Algorithm-in-the-Loop Decision Making
inferredcites →https://doi.org/10.1145/3359206openalex-snapshot
"Hello AI": Uncovering the Onboarding Needs of Medical Practitioners for Human-AI Collaborative Decision-Making
inferredcites →https://doi.org/10.1145/3359297openalex-snapshot
Discovering the Sweet Spot of Human-Computer Configurations
inferredcites →https://doi.org/10.1145/3359313openalex-snapshot
Human-AI Collaboration in Data Science
inferredcites →https://doi.org/10.1145/3366423.3380254openalex-snapshot
OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation
inferredcites →https://doi.org/10.1145/3377325openalex-snapshot
Proceedings of the 25th International Conference on Intelligent User Interfaces
inferredcites →https://doi.org/10.1145/3411764.3445717openalex-snapshot
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
inferredcites →https://doi.org/10.1145/3432934openalex-snapshot
Explainable Active Learning (XAL)
inferredcites →https://doi.org/10.1145/604045.604056openalex-snapshot
Interactive machine learning
inferredcites →https://doi.org/10.1177/1473871611412817openalex-snapshot
Collaborative visualization: Definition, challenges, and research agenda
inferredcites →https://doi.org/10.1177/2053951717718855openalex-snapshot
Algorithms in practice: Comparing web journalism and criminal justice
inferredcites →https://doi.org/10.1177/2053951718756684openalex-snapshot
Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management
inferredcites →https://doi.org/10.1207/s15327590ijhc1304_05openalex-snapshot
The Evaluator Effect: A Chilling Fact About Usability Evaluation Methods
inferredcites →https://doi.org/10.1504/ijvd.2007.014908openalex-snapshot
Driving automation: learning from aviation about design philosophies
inferredcites →https://doi.org/10.1609/aaai.v33i01.33012429openalex-snapshot
Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff
inferredcites →https://doi.org/10.1609/aimag.v35i4.2513openalex-snapshot
Power to the People: The Role of Humans in Interactive Machine Learning
inferredcites →https://doi.org/10.1609/icwsm.v8i1.14550openalex-snapshot
VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text
inferredcites →https://doi.org/10.21437/eurospeech.2003-80openalex-snapshot
Emotion recognition by speech signals
inferredcites →https://doi.org/10.2307/259290openalex-snapshot
Initial Trust Formation in New Organizational Relationships
inferredcites →https://doi.org/10.48550/arxiv.1711.11279openalex-snapshot
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Human-AI Interaction for Semantic Knowledge Enrichment of AI Model Output
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Assessing the Accessibility and Usability of Web Archives for Blind Users
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When AI Becomes a Co-evaluator: Novice Designers’ Perceptions of AI Persona Feedback in UX Evaluation
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The role of artificial intelligence in usability testing and its potential impact on designing inclusive medical devices and digital health tools
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Evaluating the performance of ChatGPT-3.5 and ChatGPT-4 on the Taiwan plastic surgery board examination
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The Changing Nature of Human-AI Relations: A Scoping Review on Terminology and Evolvement in the Scientific Literature
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Integrating Generative Artificial Intelligence and Human Design: The Impact of Automation Level on Human Creative Experience and Efficiency
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Asking AI to Eat Its Own Cooking: Artificial Experience vs. Hypothetical Experience in Playtesting
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The Role of Shared Mental Models in Driving Knowledge Complementarity: Enhancing Human–AI Team Effectiveness
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MultiUX : A Human-AI Collaborative Tool to Facilitate Multiple Usability Test Video Analyses
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Beyond Chat: A Design Strategy for Enhancing Alignment Between User Requirements and AI Support in Online Decision-Making
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ECG-Based AI Emotion Recognition for User Journey Mapping in UX Evaluation
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Standardizing the Evaluation of Usability Test Results: Criteria Development and Human-AI Collaborative Performance
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A Hybrid Evaluation Framework for Designer-AI Co-Creation: Integrating Fuzzy Kansei Assessment and Design Cognition Strategies
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Older Adults’ Concurrent and Retrospective Think-Aloud Verbalizations for Identifying User Experience Problems of VR Games
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An Intelligent Framework for Learnability Prediction Using Enhanced Cognitive Walkthroughs and Machine Learning
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Toward AI Standardization: A Triadic Human-AI Collaboration Framework for Multi-Level Autonomous Mobility
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Systematic Literature Review on the Impact of Artificial Intelligence on UI/UX Design
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The Influence of Artificial Intelligence on User Experience Design: Systematic Literature Review
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Multimodal LLM-Based Automated Assessment of VR User Interface Layouts
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”Mirror, Mirror, on the Wall” - Promoting Self-Regulated Learning using Affective States Recognition via Facial Movements
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“It Feels Like Being Locked in A Cage”: Understanding Blind or Low Vision Streamers’ Perceptions of Content Curation Algorithms
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Collaboration with Conversational AI Assistants for UX Evaluation: Questions and How to Ask them (Voice vs. Text)
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Crafting Human-AI Collaborative Analysis for User Experience Evaluation
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Preparing Future Designers for Human-AI Collaboration in Persona Creation
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Human-LLM Collaborative Annotation Through Effective Verification of LLM Labels
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Enhancing UX Evaluation Through Collaboration with Conversational AI Assistants: Effects of Proactive Dialogue and Timing
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A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration
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The Soul of Work: Evaluation of Job Meaningfulness and Accountability in Human-AI Collaboration
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Exploring the Impact of Artificial Intelligence-Generated Content (AIGC) Tools on Social Dynamics in UX Collaboration
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Exploring Designer-Generative AI Collaborative Personas: A Case Study on ChatGPT
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The Explanation That Hits Home: The Characteristics of Verbal Explanations That Affect Human Perception in Subjective Decision-Making
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Human-Centered AI Communication in Co-Creativity: An Initial Framework and Insights
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Understanding Socio-technical Factors Configuring AI Non-Use in UX Work Practices
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AI-Powered Automated and Remote UX Evaluation Methods: A Systematic Literature Review
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From Sociotechnical Gaps to Solutions: Designing AI Tools with Parents to Address Special Education Advocacy Barriers in IEP Processes
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iRULER: Intelligible Rubric-Based User-Defined LLM Evaluation for Revision
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Criticmate: Stagewise Human–AI Co-Critique in Single-Screen UI Evaluation
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User Autonomy in Human-LLM Interaction: A Scoping Review
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Designing With AI: A Systematic Literature Review on the Use, Development, and Perception of AI‐Enabled UX Design Tools
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AI in Automated and Remote UX Evaluation: A Systematic Review (2014–2024)
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Knotworking With Artificial Intelligence: A Case Study of Emergent Student User-Experience Composition With AI-Assisted Cocreation
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Design and Optimization of Human-AI Collaborative Control Systems for Interactive Spatial Narratives in Virtual Reality
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The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective
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The Enduring Relevance of Manual Testing in Usability and Accessibility Evaluation: A Critical Examination of Human-Centered Quality Assurance
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WEB PROGRAMMING AND MOBILE DEVELOPMENT: UX/UI SOLUTIONS FOR PROTECTING USERS' PERSONAL DATA
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Human-AI collaboration is not very collaborative yet: a taxonomy of interaction patterns in AI-assisted decision making from a systematic review
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Defining human-AI teaming the human-centered way: a scoping review and network analysis
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The silent accumulation: AI as mental contaminant
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AI Lifecycle Zero-Touch Orchestration within the Edge-to-Cloud Continuum for Industry 5.0
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Analysis of Factors Affecting Ai-Powered Design Tool Adoption in Ux Design in Sri Lanka
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Will AI also replace inspectors? Investigating the potential of generative AIs in usability inspection
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User-centric AI: evaluating the usability of generative AI applications through user reviews on app stores
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