CHI’22 Preprint Collection HCI + AI

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

Daniel Buschek
5 min readMar 7, 2022
Illustration of a woman in a lab coat looking through a spyglass with sheets of paper flying through the air.

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

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

Towards Relatable Explainable AI with the Perceptual Process

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

Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation

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

Computational (UI) Design and Adaptation

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

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

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

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

Exploring Spatial UI Transition Mechanisms with Head-Worn Augmented Reality

Interaction with Agents, Bots & Robots

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

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

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

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

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

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

Text Interaction and Natural Language Processing

TaleBrush: Sketching Stories with Generative Pretrained Language Models

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

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

Investigating the Tradeoffs of Everyday Text-Entry Collection Methods

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

Scaling Creative Inspiration with Fine-Grained Functional Aspects of Ideas

Designing Word Filter Tools for Creator-led Comment Moderation

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

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

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

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

Images & Infovis

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

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

Structure-aware Visualization Retrieval

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

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

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

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

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

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

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


“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

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

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

Improving Colour Patterns to Assist People with Colour Vision Deficiency

AI & Data in Science, Practice, Life and Media

Understanding How Programmers Can Use Annotations on Documentation

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

Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery

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

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

StickyLand: Breaking the Linear Presentation of Computational Notebooks

Symphony: Composing Interactive Interfaces for Machine Learning

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

Sensitive Pictures: Emotional Interpretation in the Museum

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

Forgetting practices in the data sciences

Methodology, Metrics, Models

Rediscovering Affordance: A Reinforcement Learning Perspective

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

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

Quantifying Proactive and Reactive Button Input

Speeding up Inference with User Simulators through Policy Modulation

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

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

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

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

Data and (Usable) Privacy, Security, Safety

Care Infrastructures for Digital Security in Intimate Partner Violence

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

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

Human-GDPR Interaction: Practical Experiences of Accessing Personal Data

Education, Human Learning and Instructions

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

Captivate! Contextual Language Guidance for Parent-Child Interaction

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

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



Daniel Buschek

Professor at University of Bayreuth, Germany. Human-computer interaction, intelligent user interfaces, interactive AI.