CHI’23 Preprint Collection HCI + AI

Looking for current research on HCI + AI? Here’s a list.

Here’s a collection of CHI’23 preprints on topics related to computational HCI, data, algorithms, AI and related methodology, inclusively interpreted. It’s not a comprehensive list and in no particular order. Found via Mastodon, Twitter and arXiv. Suggestions welcome!

Daniel Buschek (mastodon, twitter)

XAI: Explainability, Transparency, Trust, Bias, …

“Help Me Help the AI”: Understanding How Explainability Can Support Human-AI Interaction

• preprint

Out of Context: Investigating the Bias and Fairness Concerns of “Artificial Intelligence as a Service”

• preprint

Contestable Camera Cars: A Speculative Design Exploration of Public AI That Is Open and Responsive to Dispute

• preprint

Toward Human-Centered Responsible Artificial Intelligence: A Review of CHI Research and Industry Toolkits

• preprint

Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience

• preprint
• twitter

Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems

• preprint
• twitter

“Finding the Magic Sauce”: Exploring Perspectives of Recruiters and Job Seekers on Recruitment Bias and Automated Tools

• preprint

Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability

• preprint

Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care

• preprint
• twitter

Measuring and Understanding Trust Calibrations for Automated Systems: A Survey of the State-Of-The-Art and Future Directions

• preprint

GAM Coach: Towards Interactive and User-centered Algorithmic Recourse

• preprint

Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness

• preprint

“If I Had All the Time in the World”: Ophthalmologists’ Perceptions of Anchoring Bias Mitigation in Clinical AI Support

• preprint, also on arxiv
• twitter

Disentangling Fairness Perceptions in Algorithmic
Decision-Making: the Efects of Explanations, Human Oversight,
and Contestability

• preprint

“It is currently hodgepodge”: Examining AI/ML Practitioners’ Challenges during Co-production of Responsible AI Values

• preprint

Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making

• preprint

The Placebo Effect of Artificial Intelligence in Human–Computer Interaction

• paper (TOCHI, to be presented at CHI’23)

Designing Responsible AI: Adaptations of UX Practice to Meet Responsible AI Challenges

• preprint

Interaction with Text and Code, and Natural Language Processing

Choice Over Control: How Users Write with Large Language Models using Diegetic and Non-Diegetic Prompting

• preprint

Co-Writing with Opinionated Language Models Affects Users’ Views

• preprint

On the Design of AI-powered Code Assistants for Notebooks

• preprint

CatAlyst: Domain-Extensible Intervention for Preventing Task Procrastination Using Large Generative Models

• preprint

Studying the effect of AI Code Generators on Supporting Novice Learners in Introductory Programming

• preprint

RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions

• preprint

The Walking Talking Stick: Understanding Automated Note-Taking in Walking Meetings

• preprint

A Study of Editor Features in a Creative Coding Classroom

• preprint

Inform the uninformed: Improving Online Informed Consent Reading with an AI-Powered Chatbot

• preprint

KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base Construction

• preprint

Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models

• twitter

Synthetic Lies: Understanding AI-Generated Misinformation and Evaluating Applicability of Algorithmic and Human Solutions

• twitter

Rethinking ‘Risk’ in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare

• twitter

StoryChat: Designing a Narrative-Based Viewer Participation Tool for Live Streaming Chatrooms

• website
• twitter

Why Johnny Can’t Prompt: How Non-AI Experts Try (and Fail) to Design LLM Prompts

• preprint
• twitter

Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions

• preprint

Adding Domain-Specific Features to a Text-Editor to Support Diverse, Real-World Approaches to Time Management Planning

• preprint
• twitter

Enabling Conversational Interaction with Mobile UI using Large Language Models

• preprint
• twitter

DeepLens: Interactive Out-of-distribution Data Detection in NLP Models

• preprint

Investigating the Role of Context in the Delivery of Text Messages for Supporting Psychological Wellbeing

• preprint

Understanding the Benefits and Challenges of Deploying Conversational AI Leveraging Large Language Models for Public Health Intervention

• preprint
• twitter

Evaluating Large Language Models in Generating Synthetic HCI Research Data: a Case Study

• preprint

Who’s Thinking? A Push for Human-Centered Evaluation of LLMs using the XAI Playbook

• workshop paper

Parachute: Evaluating Interactive Human-LM Co-writing Systems

• workshop paper

Interaction with Agents, Bots & Robots

Legal Obligation and Ethical Best Practice: Towards Meaningful Verbal Consent for Voice Assistants

• preprint

Situated Participatory Design: A Method for In Situ Design of Robotic Interaction with Older Adults

• preprint

Explainable Human-Robot Training and Cooperation with Augmented Reality

• preprint
• twitter

A Mixed-Methods Approach to Understanding User Trust after Voice Assistant Failures

• preprint

Can Voice Assistants Be Microaggressors? Cross-Race Psychological Responses to Failures of Automatic Speech Recognition

• preprint

How to Communicate Robot Motion Intent: A Scoping Review

• preprint
• mastodon
• twitter

Exploring the Use of Personalized AI for Identifying Misinformation on Social Media

• preprint
• mastodon
• twitter

Do You Mind? User Perceptions of Machine Consciousness

• preprint
• twitter

Assertiveness-based Agent Communication for a Personalized Medicine on Medical Imaging Diagnosis

• twitter

I Know Your Feelings Before You Do: Predicting Future Affective Reactions in Human-Computer Dialogue

• preprint (LBW)
• twitter

Stargazer: An Interactive Camera Robot for Capturing How-To Videos Based on Subtle Instructor Cues

• preprint

Collaboration with Conversational AI Assistants for UX Evaluation: Questions and How to Ask them (Voice vs. Text)

• preprint

VR, Computer Vision, Images

Faulty or Ready? Handling Failures in Deep-Learning Computer Vision Models until Deployment: A Study of Practices, Challenges, and Needs

• twitter

The Entoptic Field Camera as Metaphor-Driven Research-through-Design with AI Technologies

• preprint
• twitter

LipLearner: Customizable Silent Speech Interactions on Mobile Devices

• preprint
• twitter, twitter 2

ThingShare: Ad-Hoc Digital Copies of Physical Objects for Sharing Things in Video Meetings

• website (incl. preprint)
• twitter

VRGit: A Version Control System for Collaborative Content Creation in Virtual Reality

• preprint
• video
• twitter

fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks

• preprint
• twitter

The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings

• preprint
• code
• twitter

HOOV: Hand Out-Of-View Tracking for Proprioceptive Interaction using Inertial Sensing

• website (incl. preprint)
• twitter

WebUI: A Dataset for Enhancing Visual UI Understanding with Web Semantics

• preprint

Deep Learning Super-Resolution Network Facilitating Fiducial Tangibles on Capacitive Touchscreens

• preprint

When XR and AI Meet — A Scoping Review on Extended Reality and Artificial Intelligence

• preprint

Collaborating Across Realities: Analytical Lenses for Understanding Dyadic Collaboration in Transitional Interfaces

• preprint
• twitter

ReBound: An Open-Source 3D Bounding Box Annotation Tool for Active Learning

• preprint

Designing Ocean Vision AI: An Investigation of Community Needs for Imaging-based Ocean Conservation

• preprint

HandyCast: Phone-based Bimanual Input for Virtual Reality in Mobile and Space-Constrained Setings via Pose-and-Touch Transfer

• preprint
• twitter

Infovis

Who Do We Mean When We Talk About Visualization Novices?

• preprint
• twitter

VizProg: Identifying Misunderstandings By Visualizing Students’ Coding Progress

• preprint
• twitter

MetaExplorer: Facilitating Reasoning with Epistemic Uncertainty in Meta-analysis

• preprint

Interactive Context-Preserving Color Highlighting for Multiclass Scatterplots

• preprint

When do data visualizations persuade? The impact of prior attitudes on learning about correlations from scatterplot visualizations

• preprint

Deimos: A Grammar of Dynamic Embodied Immersive Visualisation Morphs and Transitions

• preprint

Causalvis: Visualizations for Causal Inference

• website (incl. video and preprint)
• twitter

ProxSituated Visualization: An Extended Model of Situated Visualisation using Proxies for Physical Referents

• preprint
• twitter

DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation

• preprint

DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction

• preprint

DataParticles: Block-based and Language-oriented Authoring of Animated Unit Visualizations

• preprint
• twitter

Perceptual Pat: A Virtual Human System for Iterative Visualization Design

• preprint
• twitter

GeoCamera: Telling Stories in Geographic Visualizations with Camera Movements

• preprint

NetworkNarratives: Data Tours for Visual Network Exploration and Analysis

• preprint

Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks

• preprint

Accessibility

Accessible Data Representation with Natural Sound

• preprint
• mastodon
• twitter
• video

ImageAssist: Tools for Enhancing Touchscreen-Based Image Exploration Systems for Blind and Low Vision Users

• preprint

From User Perceptions to Technical Improvement: Enabling People Who Stutter to Better Use Speech Recognition

• preprint

AVscript: Accessible Video Editing with Audio-Visual Scripts

• preprint

CoPracTter: Toward Integrating Personalized Practice Scenarios, Timely Feedback and Social Support into An Online Support Tool for Coping with Stuttering in China

• preprint

Bridging the Generational Gap: Exploring How Virtual Reality Supports Remote Communication Between Grandparents and Grandchildren

• preprint

Understanding Discussions Around Culture Within Courses Covering Topics on Accessibility and Disability at U.S. Universities

• preprint
• twitter

WESPER: Zero-shot and Realtime Whisper to Normal Voice Conversion for Whisper-based Speech Interactions

• preprint

Contributing to Accessibility Datasets: Reflections on Sharing Study Data by Blind People

• preprint

Data, Data, Everywhere: Uncovering Everyday Data Experiences for People with Intellectual and Developmental Disabilities

• preprint

Enhancing Older Adults’ Gesture Typing Experience Using the T9 Keyboard on Small Touchscreen Devices

• preprint

AI & Data in Science, Practice, Life and Media

How does HCI Understand Human Autonomy and Agency?

• preprint
• mastodon

Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook

• preprint

Online Dating as Context to Design Sexual Consent Technology with Women and LGBTQ+ Stakeholders

• preprint
• mastodon
• twitter

Augmenting Pathologists with NaviPath: Design and Evaluation of a Human-AI Collaborative Navigation System

• preprint

Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making

• preprint

Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK

• preprint
• twitter

Teachable Reality: Prototyping Tangible Augmented Reality with Everyday Objects by Leveraging Interactive Machine Teaching

• preprint
• twitter

A hunt for the Snark: Annotator Diversity in Data Practices

• twitter

Co-designing Community-based Sharing of Smarthome Devices for the Purpose of Co-monitoring In-home Emergencies

• twitter

Algorithmic Power or Punishment: Information Worker Perspectives on Passive Sensing Enabled AI Phenotyping of Performance and Wellbeing

• preprint
• twitter

This Watchface Fits with my Tattoos: Investigating Customisation Needs and Preferences in Personal Tracking

• website (incl. preprint)
• twitter

SwitchTube: A Proof-of-Concept System Introducing “Adaptable
Commitment Interfaces” as a Tool for Digital Wellbeing

• preprint
• mastodon

Message Ritual: A Posthuman Account of Living with Lamp

• preprint

Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools

• preprint

It Made Me Feel So Much More at Home Here: Patient Perspectives on Smart Home Technology Deployed at Scale in a Rehabilitation Hospital

• preprint
• twitter

“We Cried on Each Other’s Shoulders”: How LGBTQ+ Individuals Experience Social Support in Social Virtual Reality

• preprint
• twitter

Towards Leveraging AI-based Moderation to Address Emergent Harassment in Social Virtual Reality

• preprint
• twitter

Decolonizing Content Moderation: Does Uniform Global Community Standard Resemble Utopian Equality or Western Power Hegemony?

• preprint
• twitter

Short-Form Videos Degrade Our Capacity to Retain Intentions: Effect of Context Switching On Prospective Memory

• preprint

Understanding Human Intervention in the Platform Economy: A case study of an indie food delivery service

• preprint

Rethinking the Role of AI with Physicians in Oncology: Revealing Perspectives from Clinical and Research Workflows

• preprint

Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practice

• preprint

Understanding Frontline Workers’ and Unhoused Individuals’ Perspectives on AI Used in Homeless Services

• preprint

Meta, Methodology, Metrics, Models, Tools

Breaking Out of the Ivory Tower: A Large-scale Analysis of Patent Citations to HCI Research

• preprint

Interface Design for Crowdsourcing Hierarchical Multi-Label Text Annotations

• preprint

AI Shall Have No Dominion: on How to Measure Technology Dominance in AI-supported Human Decision Making

• twitter

Rapsai: Rapid Application Prototyping System for AI

• website (incl. video and preprint)

Thought Bubbles: A Proxy into Players’ Mental Model Development

• preprint

AutoVis: Enabling Mixed-Immersive Analysis of Automotive User Interface Interaction Studies

• preprint
• twitter

Towards a Deep(er) Understanding of Interaction through Modeling, Simulation, and Optimization

• workshop paper

Troubling Collaboration: Maters of Care for Visualization Design Study

• website (incl. preprint)
• mastodon
• twitter

Visual Belief Elicitation Reduces the Incidence of False Discovery

• preprint

Stakeholder-Centered AI Design: Co-Designing Worker Tools with Gig Workers through Data Probes

• preprint

Understanding and Supporting Debugging Workflows in Multiverse Analysis

• preprint

PaTAT: Human-AI Collaborative Qalitative Coding with Explainable Interactive Rule Synthesis

• preprint

SparseIMU: Computational Design of Sparse IMU Layouts for Sensing Fine-Grained Finger Microgestures

• paper (TOCHI)
• twitter

Data and (Usable) Privacy, Security, Safety

Stuck in the Permissions With You: Developer & End-User Perspectives on App Permissions & Their Privacy Ramifications

• preprint

Work with AI and Work for AI: Autonomous Vehicle Safety Drivers’ Lived Experiences

• preprint
• twitter

Education, Human Learning and Instructions

Understanding Personal Data Tracking and Sensemaking Practices for Self-Directed Learning in Non-classroom and Non-computer-based Contexts

• twitter

ChameleonControl: Teleoperating Real Human Surrogates through Mixed Reality Gestural Guidance for Remote Hands-on Classrooms

• preprint
• twitter (incl. video)

“What else can I do?” Examining the Impact of Community Data on Adaptation and Quality of Reflection in an Educational Game

• twitter

MR.Brick: Designing A Remote Mixed-reality Educational Game System for Promoting Children’s Social & Collaborative Skills

• preprint

DAPIE: Interactive Step-by-Step Explanatory Dialogues to Answer Children’s Why and How Qestions

• preprint