CHI’22 Preprint Collection HCI + AI

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

Here’s a collection of CHI’22 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 Twitter and arXiv. Suggestions welcome!

Daniel Buschek (@DBuschek)

XAI: Explainability, Transparency, Trust, Bias, …

Jury Learning: Integrating Dissenting Voices into Machine Learning Models

• preprint

Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning

• preprint

Towards Relatable Explainable AI with the Perceptual Process

• preprint

ImageExplorer: Multi-Layered Touch Exploration to Encourage Skepticism Towards Imperfect AI-Generated Image Captions

• preprint
• website (incl. videos)

Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation

• preprint

“Look! It’s a Computer Program! It’s an Algorithm! It’s AI!”: Does Terminology Affect Human Perceptions and Evaluations of Intelligent Systems?

• preprint
• twitter

Computational (UI) Design and Adaptation

Learning to Denoise Raw Mobile UI Layouts for Improving Datasets at Scale

• preprint
• twitter

Guided Bug Crush: Assist Manual GUI Testing of Android Apps via Hint Moves

• preprint

Shape-Haptics: Planar & Passive Force Feedback Mechanisms for Physical Interfaces

• preprint

Open5x: Accessible 5-axis 3D printing and conformal slicing

• preprint

Exploring Spatial UI Transition Mechanisms with Head-Worn Augmented Reality

• preprint

Interaction with Agents, Bots & Robots

How do you Converse with an Analytical Chatbot? Revisiting Gricean Maxims for Designing Analytical Conversational Behavior

• preprint
• twitter
• website

ASTEROIDS: Exploring Swarms of Mini-Telepresence Robots for Physical Skill Demonstration

• preprint
• twitter (incl. videos)
• video

The Unboxing Experience: Exploration and Design of Initial Interactions Between Children and Social Robots

• preprint

Personalization Trade-offs in Designing a Dialogue-based Information System for Support-Seeking of Sexual Violence Survivors

• preprint

TalkTive: A Conversational Agent Using Backchannels to Engage Older Adults in Neurocognitive Disorders Screening

• preprint

UX Research on Conversational Human-AI Interaction: A Literature Review of the ACM Digital Library

• preprint

Text Interaction and Natural Language Processing

TaleBrush: Sketching Stories with Generative Pretrained Language Models

• preprint
• video
• twitter

CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model Capabilities

• preprint
• website (incl. dataset and a study “replayer”)

Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages

• twitter
• preprint

Investigating the Tradeoffs of Everyday Text-Entry Collection Methods

• preprint
• website
• twitter
• technical report

StoryBuddy: A Human-AI Collaborative Agent for Parent-Child Interactive Storytelling with Flexible Parent Involvement

• preprint
• twitter

Scaling Creative Inspiration with Fine-Grained Functional Aspects of Ideas

• preprint

Designing Word Filter Tools for Creator-led Comment Moderation

• preprint

Exploring the Effects of AI-assisted Emotional Support Processes in Online Mental Health Community

• preprint (LBW)

Supporting Serendipitous Discovery and Balanced Analysis of Unstructured Text with Interaction-Driven Metrics and Bias-Mitigating Suggestions

• preprint

Characterizing Practices, Limitations, and Opportunities Related to Text Information Extraction Workflows: A Human-in-the-loop Perspective

• preprint

Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation

• preprint
• twitter, twitter (2)

Images & Infovis

GANSlider: How Users Control Generative Models for Images using Multiple Sliders with and without Feedforward Information

• preprint
• twitter

FlatMagic: Improving Flat Colorization through AI-driven Design for Digital Comic Professionals

• preprint

Structure-aware Visualization Retrieval

• preprint

Recommendations for Visualization Recommendations: Exploring Preferences and Priorities in Public Health

• preprint
• twitter
• website

GAN’SDA Wrap: Geographic And Network Structured DAta on surfaces that Wrap around

• preprint
• website
• twitter

ImageExplorer: Multi-Layered Touch Exploration to Encourage Skepticism Towards Imperfect AI-Generated Image Captions

• preprint
• video
• teaser video
• talk
• twitter

Put a Label On It! Approaches for Constructing and Contextualizing Bar Chart Physicalizations

• twitter (incl. video)
• preprint

Making Data Tangible: A Cross-disciplinary Design Space for Data Physicalization

• preprint
• twitter (incl. video)

Marching with the Pink Parade: Evaluating Visual Search Recommendations for Non-binary Clothing Items

• preprint

Design Guidelines for Prompt Engineering Text-to-Image Generative Models

• preprint

Accessibility

“I Shake The Package To Check If It’s Mine”: A Study of Package Fetching Practices and Challenges of Blind and Low Vision People in China

• preprint

ProtoSound: A Personalized and Scalable Sound Recognition System for Deaf and Hard-of-Hearing Users

• preprint

“I Don’t Want People to Look At Me Differently”: Designing User-Defined Above-the-Neck Gestures for People with Upper Body Motor Impairments

• preprint

Improving Colour Patterns to Assist People with Colour Vision Deficiency

• twitter (incl. preprint)

AI & Data in Science, Practice, Life and Media

Understanding How Programmers Can Use Annotations on Documentation

• preprint

OtherTube: Facilitating Content Discovery and Reflection by Exchanging YouTube Recommendations with Strangers

• preprint
• twitter
• video

Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery

• preprint

Crystalline: Lowering the Cost for Developers to Collect and Organize Information for Decision Making

• preprint

From ‘Wow’ to ‘Why’: Guidelines for Creating the Opening of a Data Video with Cinematic Styles

• preprint

StickyLand: Breaking the Linear Presentation of Computational Notebooks

• preprint

Symphony: Composing Interactive Interfaces for Machine Learning

• preprint
• website
• twitter

Solving Separation-of-Concerns Problems in Collaborative Design of Human-AI Systems through Leaky Abstractions

• preprint
• twitter

Sensitive Pictures: Emotional Interpretation in the Museum

• preprint

Affective State Prediction from Smartphone Touch and Sensor Data in the Wild

• preprint

Forgetting practices in the data sciences

• preprint

Methodology, Metrics, Models

Rediscovering Affordance: A Reinforcement Learning Perspective

• preprint
• twitter, twitter (2)

Multifractal Mice: Operationalising Dimensions of Readiness-to-hand via a Feature of Hand Movement

• preprint
• twitter

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels

• preprint
• website
• twitter, twitter 2

Quantifying Proactive and Reactive Button Input

• preprint
• twitter

Speeding up Inference with User Simulators through Policy Modulation

• preprint

Iterative Design of Gestures During Elicitation: Understanding the Role of Increased Production

• preprint

Recruiting Participants With Programming Skills: A Comparison of Four Crowdsourcing Platforms and a CS Student Mailing List

• preprint

Unpacking Invisible Work Practices, Constraints, and Latent Power Relationships in Child Welfare through Casenote Analysis

• preprint

How to Train a (Bad) Algorithmic Caseworker: A Quantitative Deconstruction of Risk Assessments in Child-Welfare

• preprint

Data and (Usable) Privacy, Security, Safety

Care Infrastructures for Digital Security in Intimate Partner Violence

• preprint
• twitter

“You have to prove the threat is real”: Understanding the needs of Female Journalists and Activists to Document and Report Online Harassment

• preprint

To Self-Persuade or be Persuaded: Examining Interventions for Users’ Privacy Setting Selection

• preprint
• twitter

Human-GDPR Interaction: Practical Experiences of Accessing Personal Data

• preprint
• twitter

Education, Human Learning and Instructions

Promptiverse: Scalable Generation of Scaffolding Prompts Through Human-AI Hybrid Knowledge Graph Annotation

• preprint

Captivate! Contextual Language Guidance for Parent-Child Interaction

• preprint

Family as a Third Space for AI Literacies: How do children and parents learn about AI together?

• preprint
• twitter, twitter 2
• medium
• website

SoftVideo: Improving the Learning Experience of Software Tutorial Videos with Collective Interaction Data

• preprint