CHI’24 Preprint Collection HCI + AI

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

Daniel Buschek
Human-Centered AI

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Here’s a collection of CHI’24 preprints on topics related to computational HCI, data, algorithms, AI and related methodology. This is interpreted very broadly — this year in particular, one might think that there is hardly any paper that does not refer to AI in some way.

It’s not a comprehensive list and in no particular order. Found mostly via arXiv this year, with some additions from Twitter. Suggestions welcome!

Daniel Buschek (mastodon, twitter)

Explainability, Responsible AI, and Perception of AI

  • “AI enhances our performance, I have no doubt this one will do the same”: The Placebo effect is robust to negative descriptions of AI (arxiv)
  • The Who in Explainable AI: How AI Background Shapes Perceptions of AI Explanations (arxiv, twitter)
  • Farsight: Fostering Responsible AI Awareness During AI Application Prototyping (arxiv, twitter)
  • EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations (arxiv)
  • Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions (arxiv)
  • Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making (arxiv)
  • Towards a Non-Ideal Methodological Framework for Responsible ML (arxiv, twitter)
  • The “Colonial Impulse” of Natural Language Processing: An Audit of Bengali Sentiment Analysis Tools and Their Identity-based Biases (arxiv)
  • How Knowledge Workers Think Generative AI Will (Not) Transform Their Industries (arxiv)
  • “It Is a Moving Process”: Understanding the Evolution of Explainability Needs of Clinicians in Pulmonary Medicine (pdf)
  • Transparent AI Disclosure Obligations: Who, What, When, Where, Why, How (arxiv)
  • Counterspeakers’ Perspectives: Unveiling Barriers and AI Needs in the Fight against Online Hate (arxiv)
  • Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence (arxiv)
  • Which Artificial Intelligences Do People Care About Most? A Conjoint Experiment on Moral Consideration (arxiv)
  • From Fitting Participation to Forging Relationships: The Art of Participatory ML (arxiv)
  • A Canary in the AI Coal Mine: American Jews May Be Disproportionately Harmed by Intellectual Property Dispossession in Large Language Model Training (arxiv)
  • From Melting Pots to Misrepresentations: Exploring Harms in Generative AI (arxiv)
  • Data Ethics Emergency Drill: A Toolbox for Discussing Responsible AI for Industry Teams (arxiv)
  • “If the Machine Is As Good As Me, Then What Use Am I?” — How the Use of ChatGPT Changes Young Professionals’ Perception of Productivity and Accomplishment (pdf)
  • The Drawback of Insight: Detailed Explanations Can Reduce Agreement with XAI (arxiv)
  • Just Like Me: The Role of Opinions and Personal Experiences in The Perception of Explanations in Subjective Decision-Making (arxiv)
  • WordDecipher: Enhancing Digital Workspace Communication with Explainable AI for Non-native English Speakers (arxiv)
  • Incremental XAI: Memorable Understanding of AI with Incremental Explanations (arxiv)
  • Fair Machine Guidance to Enhance Fair Decision Making in Biased People (arxiv)
  • Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows (arxiv)
  • “Are You Really Sure?” Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making (arxiv)
  • Guidelines for Integrating Value Sensitive Design in Responsible AI Toolkits (arxiv)
  • User Characteristics in Explainable AI: The Rabbit Hole of Personalization? (arxiv)
  • Dealing with Uncertainty: Understanding the Impact of Prognostic Versus Diagnostic Tasks on Trust and Reliance in Human-AI Decision-Making (pdf)
  • Why the Fine, AI? The Effect of Explanation Level on Citizens’ Fairness Perception of AI-based Discretion in Public Administrations (RG)

Interaction with Text and Code, and Natural Language Processing

  • A Design Space for Intelligent and Interactive Writing Assistants (arxiv)
  • Writer-Defined AI Personas for On-Demand Feedback Generation (arxiv)
  • Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models (arxiv)
  • Enhancing Programming Error Messages in Real Time with Generative AI (arxiv)
  • Generative Echo Chamber? Effects of LLM-Powered Search Systems on Diverse Information Seeking (arxiv)
  • How Beginning Programmers and Code LLMs (Mis)read Each Other (arxiv)
  • An AI-Resilient Text Rendering Technique for Reading and Skimming Documents (arxiv)
  • Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation (arxiv)
  • From Text to Self: Users’ Perceptions of Potential of AI on Interpersonal Communication and Self (arxiv)
  • Selenite: Scaffolding Online Sensemaking with Comprehensive Overviews Elicited from Large Language Models (arxiv)
  • CloChat: Understanding How People Customize, Interact, and Experience Personas in Large Language Models (arxiv)
  • Digital Comprehensibility Assessment of Simplified Texts among Persons with Intellectual Disabilities (arxiv)
  • Learning Agent-based Modeling with LLM Companions: Experiences of Novices and Experts Using ChatGPT & NetLogo Chat (arxiv)
  • Is Stack Overflow Obsolete? An Empirical Study of the Characteristics of ChatGPT Answers to Stack Overflow Questions (arxiv)
  • ABScribe: Rapid Exploration of Multiple Writing Variations in Human-AI Co-Writing Tasks using Large Language Models (arxiv)
  • Art or Artifice? Large Language Models and the False Promise of Creativity (arxiv, twitter)
  • Meta-Manager: A Tool for Collecting and Exploring Meta Information about Code (pdf, twitter)
  • The Role of Inclusion, Control, and Ownership in Workplace AI-Mediated Communication (arxiv, twitter)
  • Help Me Reflect: Leveraging Self-Reflection Interface Nudges to Enhance Deliberativeness on Online Deliberation Platforms (arxiv, twitter)
  • Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming (arxiv, twitter)
  • ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing (arxiv)
  • Bridging the Gulf of Envisioning: Cognitive Challenges in Prompt Based Interactions with LLMs (RG)
  • The HaLLMark Effect: Supporting Provenance and Transparent Use of Large Language Models in Writing with Interactive Visualization (arxiv)
  • Understanding the Role of Large Language Models in Personalizing and Scaffolding Strategies to Combat Academic Procrastination (arxiv)
  • Supporting Sensemaking of Large Language Model Outputs at Scale (pdf)
  • Authors’ Values and Attitudes Towards AI-bridged Scalable Personalization of Creative Language Arts (arxiv)
  • OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines (arxiv)
  • PaperWeaver: Enriching Topical Paper Alerts by Contextualizing Recommended Papers with User-collected Papers (arxiv)
  • Ivie: Lightweight Anchored Explanations of Just-Generated Code (arxiv)
  • The Value, Benefits, and Concerns of Generative AI-Powered Assistance in Writing (arxiv)
  • A Browser Extension for in-place Signaling and Assessment of Misinformation (arxiv)
  • Luminate: Structured Generation and Exploration of Design Space with Large Language Models for Human-AI Co-Creation (arxiv)
  • Know Your Audience: The benefits and pitfalls of generating plain language summaries beyond the “general” audience (arxiv)
  • Evaluating Interactive Topic Models in Applied Settings (pdf)
  • Augmenting the Author: Exploring the Potential of AI Collaboration in Academic Writing (arxiv)
  • Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM (arxiv)
  • The Dearth of the Author in AI-Supported Writing (arxiv)
  • Deceptive Patterns of Intelligent and Interactive Writing Assistants (arxiv)
  • Leveraging Large Language Models (LLMs) to Support Collaborative Human-AI Online Risk Data Annotation (arxiv)
  • Exploring How Multiple Levels of GPT-Generated Programming Hints Support or Disappoint Novices (arxiv)
  • Exploring Augmentation and Cognitive Strategies for AI based Synthetic Personae (arxiv)
  • LLMs as Academic Reading Companions: Extending HCI Through Synthetic Personae (arxiv)
  • LLMs in HCI Data Work: Bridging the Gap Between Information Retrieval and Responsible Research Practices (arxiv)
  • VAL: Interactive Task Learning with GPT Dialog Parsing (arxiv)
  • BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies (ACM DL)

Interaction with Agents, Bots & Robots

  • Giving Robots a Voice: Human-in-the-Loop Voice Creation and open-ended Labeling (arxiv)
  • CognitiveOS: Large Multimodal Model based System to Endow Any Type of Robot with Generative AI (arxiv)
  • CUI@CHI 2024: Building Trust in CUIs-From Design to Deployment (arxiv)
  • Understanding Entrainment in Human Groups: Optimising Human-Robot Collaboration from Lessons Learned during Human-Human Collaboration (arxiv)
  • Listening to the Voices: Describing Ethical Caveats of Conversational User Interfaces According to Experts and Frequent Users (arxiv)
  • The Adaptive Architectural Layout: How the Control of a Semi-Autonomous Mobile Robotic Partition was Shared to Mediate the Environmental Demands and Resources of an Open-Plan Office (arxiv)
  • Understanding Public Perceptions of AI Conversational Agents: A Cross-Cultural Analysis (arxiv)
  • “Mango Mango, How to Let The Lettuce Dry Without A Spinner?’’: Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking Partner (arxiv)
  • Towards Designing a Question-Answering Chatbot for Online News: Understanding Perspectives and Questions (arxiv)
  • “As an AI language model, I cannot”: Investigating LLM Denials of User Requests (pdf)
  • “It’s a Fair Game’’, or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents (arxiv)
  • From Agent Autonomy to Casual Collaboration: A Design Investigation on Help-Seeking Urban Robots (pdf)
  • Memoro: Using Large Language Models to Realize a Concise Interface for Real-Time Memory Augmentation (arxiv)
  • Designing for Harm Reduction: Communication Repair for Multicultural Users’ Voice Interactions (arxiv)
  • Enhancing UX Evaluation Through Collaboration with Conversational AI Assistants: Effects of Proactive Dialogue and Timing (pdf)
  • “My agent understands me better”: Integrating Dynamic Human-like Memory Recall and Consolidation in LLM-Based Agents (arxiv)
  • Should I Help a Delivery Robot? Cultivating Prosocial Norms through Observations (arxiv)

VR, Computer Vision, Images, Videos

  • Navigating the Virtual Gaze: Social Anxiety’s Role in VR proxemics (osf)
  • EyeEcho: Continuous and Low-power Facial Expression Tracking on Glasses (arxiv)
  • PlantoGraphy: Incorporating Iterative Design Process into Generative Artificial Intelligence for Landscape Rendering (arxiv)
  • Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling (arxiv)
  • TeamCAD — A Multimodal Interface for Remote Computer Aided Design (arxiv)
  • Design Space of Visual Feedforward And Corrective Feedback in XR-Based Motion Guidance Systems (arxiv)
  • FocusFlow: 3D Gaze-Depth Interaction in Virtual Reality Leveraging Active Visual Depth Manipulation (arxiv)
  • Evaluating a VR System for Collecting Safety-Critical Vehicle-Pedestrian Interactions (arxiv)
  • Touching the Moon: Leveraging Passive Haptics, Embodiment and Presence for Operational Assessments in Virtual Reality (arxiv)
  • ChatDirector: Enhancing Video Conferencing with 3D Portraits, Shared Scene & Transitions (YT, twitter)
  • Viewer2Explorer: Designing a Map Interface for Spatial Navigation in Linear 360 Museum Exhibition Video (twitter)
  • CreativeConnect: Supporting Reference Recombination for Graphic Design Ideation with Generative AI (arxiv)
  • GenQuery: Supporting Expressive Visual Search with Generative Models (arxiv)
  • ARtVista: Gateway To Empower Anyone Into Artist (arxiv)
  • iCONTRA: Toward Thematic Collection Design Via Interactive Concept Transfer (arxiv)
  • DeepSee: Multidimensional Visualizations of Seabed Ecosystems (arxiv)
  • Exploring Interactive Color Palettes for Abstraction-Driven Exploratory Image Colorization (arxiv)
  • Piet: Facilitating Color Authoring for Motion Graphics Video (arxiv)
  • Towards A Diffractive Analysis of Prompt-Based Generative AI (arxiv)
  • Metamorpheus: Interactive, Affective, and Creative Dream Narration Through Metaphorical Visual Storytelling (arxiv)
  • PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement (arxiv)
  • Not All the Same: Understanding and Informing Similarity Estimation in Tile-Based Video Games (arxiv)
  • pARam: Leveraging Parametric Design in Extended Reality to Support the Personalization of Artifacts for Personal Fabrication (arxiv)
  • ShareYourReality: Investigating Haptic Feedback and Agency in Virtual Avatar Co-embodiment (arxiv)
  • Fast-Forward Reality: Authoring Error-Free Context-Aware Policies with Real-Time Unit Tests in Extended Reality (arxiv)
  • Exploring the Design Space of Optical See-through AR Head-Mounted Displays to Support First Responders in the Field (arxiv)
  • To Reach the Unreachable: Exploring the Potential of VR Hand Redirection for Upper Limb Rehabilitation (arxiv)
  • LightSword: A Customized Virtual Reality Exergame for Long-Term Cognitive Inhibition Training in Older Adults (arxiv)
  • ARTiST: Automated Text Simplification for Task Guidance in Augmented Reality (arxiv)
  • Generating Automatic Feedback on UI Mockups with Large Language Models (arxiv)
  • The Effects of Generative AI on Design Fixation and Divergent Thinking (arxiv)
  • Just Undo It: Exploring Undo Mechanics in Multi-User Virtual Reality (arxiv)
  • LLMR: Real-time Prompting of Interactive Worlds using Large Language Models (arxiv)
  • Don’t Look Now! Audio/Haptic Guidance for 3D Scanning of Landmarks (website incl. pdf)
  • Seizing the Means of Production: Exploring the Landscape of Crafting, Adapting and Navigating Generative AI Models in the Visual Arts (arxiv)
  • Revealing Aspects of Hawai’i Tourism Using Situated Augmented Reality (arxiv)
  • Augmented Voices: An Augmented Reality Experience Highlighting the Social Injustices of Gender-Based Violence in the Muslim South-Asian Diaspora (arxiv)
  • Virtual Takeovers in the Metaverse: Interrogating Power in Our Past and Future(s) with Multi-Layered Narratives (arxiv)
  • Penn & Slavery Project’s Augmented Reality Tour: Augmenting a Campus to Reveal a Hidden History (arxiv)
  • ARtivism: AR-Enabled Accessible Public Art and Advocacy (arxiv)
  • DinAR: Augmenting Reality for Sustainable Dining (arxiv)
  • Preserving History through Augmented Reality (arxiv)
  • Sociotechnical Considerations for SLAM Anchors in Location-Based AR (arxiv)
  • AR for Sexual Violence: Maintaining Ethical Balance While Enhancing Empathy (arxiv)
  • The Clarkston AR Gateways Project: Anchoring Refugee Presence and Narratives in a Small Town (arxiv)
  • RASSAR: Room Accessibility and Safety Scanning in Augmented Reality (arxiv)
  • Mixed Reality Heritage Performance As a Decolonising Tool for Heritage Sites (arxiv)
  • Evaluating Navigation and Comparison Performance of Computational Notebooks on Desktop and in Virtual Reality (arxiv)
  • With or Without Permission: Site-Specific Augmented Reality for Social Justice CHI 2024 Workshop Proceedings (arxiv)
  • Sora OpenAI’s Prelude: Social Media Perspectives on Sora OpenAI and the Future of AI Video Generation (arxiv)

Infovis

  • Cieran: Designing Sequential Colormaps via In-Situ Active Preference Learning (arxiv)
  • Do You See What I See? A Qualitative Study Eliciting High-Level Visualization Comprehension (arxiv)
  • Make Interaction Situated: Designing User Acceptable Interaction for Situated Visualization in Public Environments (arxiv)
  • From Exploration to End of Life: Unpacking Sustainability in Physicalization Practices (arxiv)
  • Erie: A Declarative Grammar for Data Sonification (arxiv)
  • Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models (arxiv)
  • DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing (pdf)
  • Understanding Reader Takeaways in Thematic Maps Under Varying Text, Detail, and Spatial Autocorrelation (arxiv)
  • MAIDR: Making Statistical Visualizations Accessible with Multimodal Data Representation (arxiv)
  • SalienTime: User-driven Selection of Salient Time Steps for Large-Scale Geospatial Data Visualization (arxiv)
  • Glanceable Data Visualizations for Older Adults: Establishing Thresholds and Examining Disparities Between Age Groups (arxiv)

Accessibility

  • A Contextual Inquiry of People with Vision Impairments in Cooking (arxiv)
  • Making Short-Form Videos Accessible with Hierarchical Video Summaries (arxiv)
  • FetchAid: Making Parcel Lockers More Accessible to Blind and Low Vision People With Deep-learning Enhanced Touchscreen Guidance, Error-Recovery Mechanism, and AR-based Search Support (arxiv)
  • Color Maker: a Mixed-Initiative Approach to Creating Accessible Color Maps (arxiv)
  • AccessLens: Auto-detecting Inaccessibility of Everyday Objects (arxiv)
  • From Provenance to Aberrations: Image Creator and Screen Reader User Perspectives on Alt Text for AI-Generated Images (pdf)
  • Umwelt: Accessible Structured Editing of Multimodal Data Representations (arxiv)
  • ”It’s the only thing I can trust”: Envisioning Large Language Model Use by Autistic Workers for Communication Assistance (arxiv)
  • “It’s Kind of Context Dependent”: Understanding Blind and Low Vision People’s Video Accessibility Preferences Across Viewing Scenarios (arxiv)
  • Surveyor: Facilitating Discovery Within Video Games for Blind and Low Vision Players (arxiv)
  • Understanding Use Cases for AI-Powered Visual Interpretation Services (pdf)
  • TADA: Making Node-link Diagrams Accessible to Blind and Low-Vision People (pdf)
  • Caption Royale: Exploring the Design Space of Affective Captions from the Perspective of Deaf and Hard-of-Hearing Individuals (RG)
  • WheelPose: Data Synthesis Techniques to Improve Pose Estimation Performance on Wheelchair Users (arxiv)
  • Towards Inclusive Video Commenting: Introducing Signmaku for the Deaf and Hard-of-Hearing (arxiv)
  • ”It Is Easy Using My Apps:” Understanding Technology Use and Needs of Adults with Down Syndrome (arxiv)
  • Assessment of Sign Language-Based versus Touch-Based Input for Deaf Users Interacting with Intelligent Personal Assistants (arxiv)
  • Tools and Tasks in Sensemaking: A Visual Accessibility Perspective (arxiv)
  • Designing Upper-Body Gesture Interaction with and for People with Spinal Muscular Atrophy in VR (arxiv)
  • Investigating Use Cases of AI-Powered Scene Description Applications for Blind and Low Vision People (arxiv)
  • Unblind Text Inputs: Predicting Hint-text of Text Input in Mobile Apps via LLM (arxiv)

AI & Data in Practice, Life, and Media

  • Third-Party Developers and Tool Development For Community Management on Live Streaming Platform Twitch (arxiv)
  • Situating Data Sets: Making Public Data Actionable for Housing Justice (arxiv)
  • User Experience Design Professionals’ Perceptions of Generative Artificial Intelligence (arxiv)
  • “It Is Hard to Remove from My Eye”: Design Makeup Residue Visualization System for Chinese Traditional Opera (Xiqu) Performers (arxiv)
  • “I Got Flagged for Supposed Bullying, Even Though It Was in Response to Someone Harassing Me About My Disability.”: A Study of Blind TikTokers’ Content Moderation Experiences (arxiv)
  • The Cadaver in the Machine: The Social Practices of Measurement and Validation in Motion Capture Technology (arxiv)
  • “It doesn’t tell me anything about how my data is used’’: User Perceptions of Data Collection Purposes (arxiv)
  • In-Between Visuals and Visible: The Impacts of Text-to-Image Generative AI Tools on Digital Image-making Practices in the Global South (pdf)
  • Wrist-bound Guanxi, Jiazu, and Kuolie: Unpacking Chinese Adolescent Smartwatch-Mediated Socialization (arxiv)
  • ”There is a Job Prepared for Me Here”: Understanding How Short Video and Live-streaming Platforms Empower Ageing Job Seekers in China (arxiv)
  • #PoetsOfInstagram: Navigating The Practices And Challenges Of Novice Poets On Instagram (arxiv)
  • DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers (arxiv)
  • “This is not a data problem”: Algorithms and Power in Public Higher Education in Canada (arxiv)
  • (Beyond) Reasonable Doubt: Challenges that Public Defenders Face in Scrutinizing AI in Court (arxiv)
  • Persuasion or Insulting? Unpacking Discursive Strategies of Gender Debate in Everyday Feminism in China (arxiv)
  • “At the end of the day, I am accountable”: Gig Workers’ Self-Tracking for Multi-Dimensional Accountability Management (arxiv)
  • How Users Experience Closed Captions on Live Television: Quality Metrics Remain a Challenge (arxiv)

(Usable) Privacy, Security, Safety

  • The Effects of Group Discussion and Role-playing Training on Self-efficacy, Support-seeking, and Reporting Phishing Emails: Evidence from a Mixed-design Experiment (arxiv)
  • Digital Deception: Generative Artificial Intelligence in Social Engineering and Phishing (arxiv)
  • An Empathy-Based Sandbox Approach to Bridge Attitudes, Goals, Knowledge, and Behaviors in the Privacy Paradox (arxiv)
  • Understanding Underground Incentivized Review Services (arxiv, twitter)
  • Deepfakes, Phrenology, Surveillance, and More! A Taxonomy of AI Privacy Risks (pdf, twitter)
  • Personalizing Smart Home Privacy Protection With Individuals’ Regulatory Focus: Would You Preserve or Enhance Your Information Privacy? (arxiv)
  • Shortchanged: Uncovering and Analyzing Intimate Partner Financial Abuse in Consumer Complaints (arxiv)
  • Kinetic Signatures: A Systematic Investigation of Movement-Based User Identification in Virtual Reality (RG)

Education, Learning and Instructions

  • ChatScratch: An AI-Augmented System Toward Autonomous Visual Programming Learning for Children Aged 6–12 (arxiv)
  • Mathemyths: Leveraging Large Language Models to Teach Mathematical Language through Child-AI Co-Creative Storytelling (arxiv)
  • CodeAid: Evaluating a Classroom Deployment of an LLM-based Programming Assistant that Balances Student and Educator Needs (arxiv)
  • Interactions with Prompt Problems: A New Way to Teach Programming with Large Language Models (arxiv)
  • ChaCha: Leveraging Large Language Models to Prompt Children to Share Their Emotions about Personal Events (arxiv)
  • Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students (arxiv)
  • Saharaline: A Collective Social Support Intervention for Teachers in Low-Income Indian Schools (arxiv)
  • Examining the Role of Peer Acknowledgements on Social Annotations: Unraveling the Psychological Underpinnings (arxiv, twitter)
  • More than Model Documentation: Uncovering Teachers’ Bespoke Information Needs for Informed Classroom Integration of ChatGPT (arxiv)
  • Teach AI How to Code: Using Large Language Models as Teachable Agents for Programming Education (arxiv)
  • TutoAI: A Cross-domain Framework for AI-assisted Mixed-media Tutorial Creation on Physical Tasks (arxiv)
  • AQuA: Automated Question-Answering in Software Tutorial Videos with Visual Anchors (arxiv)
  • Empowering Personalized Learning through a Conversation-based Tutoring System with Student Modeling (arxiv)
  • A Piece of Theatre: Investigating How Teachers Design LLM Chatbots to Assist Adolescent Cyberbullying Education (RG)
  • Designing Safe and Engaging AI Experiences for Children: Towards the Definition of Best Practices in UI/UX Design (arxiv)
  • Teaching Linguistic Justice through Augmented Reality (arxiv)
  • Inclusive Practices for Child-Centered AI Design and Testing (arxiv)

Health and Wellbeing

  • Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology (arxiv)
  • Investigating Why Clinicians Deviate from Standards of Care: Liberating Patients from Mechanical Ventilation in the ICU (arxiv)
  • Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit (arxiv)
  • Understanding the Impact of Long-Term Memory on Self-Disclosure with Large Language Model-Driven Chatbots for Public Health Intervention (arxiv)
  • InteractOut: Leveraging Interaction Proxies as Input Manipulation Strategies for Reducing Smartphone Overuse (arxiv)
  • MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients’ Journaling (arxiv)
  • Artful Path to Healing: Using Machine Learning for Visual Art Recommendation to Prevent and Reduce Post-Intensive Care (arxiv)
  • “When He Feels Cold, He Goes to the Seahorse”-Blending Generative AI into Multimaterial Storymaking for Family Expressive Arts Therapy (arxiv)
  • Momentary Stressor Logging and Reflective Visualizations: Implications for Stress Management with Wearables (arxiv)
  • “It’s Sink or Swim’’: Exploring Patients’ Challenges and Tool Needs for Self-Management of Postoperative Acute Pain (arxiv)
  • Interactive Shape Sonification for Tumor Localization in Breast Cancer Surgery (arxiv)
  • Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis (arxiv)
  • Understanding Human-AI Collaboration in Music Therapy Through Co-Design with Therapists (arxiv)
  • Evaluating the Experience of LGBTQ+ People Using Large Language Model Based Chatbots for Mental Health Support (arxiv, twitter)
  • Sensible and Sensitive AI for Worker Wellbeing: Factors that Inform Adoption and Resistance for Information Workers (pdf)
  • Patient Perspectives on AI-Driven Predictions of Schizophrenia Relapses: Understanding Concerns and Opportunities for Self-Care and Treatment (twitter)
  • Multi-stakeholder Perspectives on Mental Health Screening Tools for Children (pdf)
  • Looking Together $\neq$ Seeing the Same Thing: Understanding Surgeons’ Visual Needs During Intra-operative Coordination and Instruction (arxiv)
  • Societal-Scale Human-AI Interaction Design? How Hospitals and Companies are Integrating Pervasive Sensing into Mental Healthcare (RG)
  • Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing (arxiv)
  • Designing AI-Enabled Games to Support Social-Emotional Learning for Children with Autism Spectrum Disorders (arxiv)
  • Toward Safe Evolution of Artificial Intelligence (AI) based Conversational Agents to Support Adolescent Mental and Sexual Health Knowledge Discovery (arxiv)
  • PD-Insighter: A Visual Analytics System to Monitor Daily Actions for Parkinson’s Disease Treatment (arxiv)

Perspectives, Surveys, and Reflections

  • Design Principles for Generative AI Applications (arxiv)
  • The illusion of artificial inclusion (arxiv)
  • Understanding Nonlinear Collaboration between Human and AI Agents: A Co-design Framework for Creative Design (arxiv)
  • A Human-Centered Review of Algorithms in Homelessness Research (arxiv)
  • Cruising Queer HCI on the DL: A Literature Review of LGBTQ+ People in HCI (arxiv, twitter)
  • The Metacognitive Demands and Opportunities of Generative AI (arxiv)
  • How Culture Shapes What People Want From AI (arxiv)
  • Air/time Travel: Rethinking Appropriation in Global HCI and Futures of Electronic Exchange (RG)
  • (Un)making AI Magic: a Design Taxonomy (pdf)
  • Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration (pdf)
  • Generative AI in the Wild: Prospects, Challenges, and Strategies (arxiv)

Methodology, Metrics, and Research Tools

  • If in a Crowdsourced Data Annotation Pipeline, a GPT-4 (arxiv)
  • Wikibench: Community-Driven Data Curation for AI Evaluation on Wikipedia (arxiv)
  • A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations (arxiv)
  • CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models (arxiv)
  • Observer Effect in Social Media Use(pdf, twitter)
  • EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria (arxiv)
  • From Paper to Card: Transforming Design Implications with Generative AI (arxiv)
  • AI-Assisted Causal Pathway Diagram for Human-Centered Design (arxiv)
  • DiaryHelper: Exploring the Use of an Automatic Contextual Information Recording Agent for Elicitation Diary Study (arxiv)
  • No Risk, No Reward: Towards An Automated Measure of Psychological Safety from Online Communication (arxiv)
  • CheckEval: Robust Evaluation Framework using Large Language Model via Checklist (arxiv)
  • Exploring Vulnerabilities in Remote VR User Studies (arxiv)
  • Supporting Task Switching with Reinforcement Learning (arxiv)

Automotive, City, Navigation

  • Portobello: Extending Driving Simulation from the Lab to the Road (arxiv)
  • Driving with Guidance: Exploring the Trade-Off Between GPS Utility and Privacy Concerns Among Drivers (arxiv)
  • “It Must Be Gesturing Towards Me”: Gesture-Based Interaction between Autonomous Vehicles and Pedestrians (arxiv)
  • What’s the Rush?: Alternative Values in Navigation Technologies for Urban Placemaking (twitter)
  • An Eye Gaze Heatmap Analysis of Uncertainty Head-Up Display Designs for Conditional Automated Driving (arxiv)
  • PlayFutures: Imagining Civic Futures with AI and Puppets (arxiv)
  • Research Challenges for Adaptive Architecture: Empowering Occupants of Multi-Occupancy Buildings (arxiv)

Other

  • Mapping the Design Space of Teachable Social Media Feed Experiences (arxiv)
  • Charting Ethical Tensions in Multispecies Technology Research through Beneficiary-Epistemology Space (arxiv)
  • Designing Multispecies Worlds for Robots, Cats, and Humans (arxiv)
  • EmoWear: Exploring Emotional Teasers for Voice Message Interaction on Smartwatches (arxiv)
  • Exploring Collaborative Dance Improvisation Towards the Design of LuminAI — a Co-Creative AI Dance Partner (twitter)
  • DungeonMaker: Embedding Tangible Creation and Destruction in Hybrid Board Games through Personal Fabrication Technology (arxiv)
  • Seeking Soulmate via Voice: Understanding Promises and Challenges of Online Synchronized Voice-Based Mobile Dating (arxiv)
  • SoniWeight Shoes: Investigating Effects and Personalization of a Wearable Sound Device for Altering Body Perception and Behavior (arxiv)
  • Mitigating Barriers to Public Social Interaction with Meronymous Communication (arxiv)
  • GustosonicSense: Towards understanding the design of playful gustosonic eating experiences (arxiv)
  • Designing and Evaluating an Advanced Dance Video Comprehension Tool with In-situ Move Identification Capabilities (RG)
  • A Situated-Infrastructuring of WhatsApp for Business in India (arxiv)
  • Food Development through Co-creation with AI: bread with a “taste of love” (arxiv)
  • Circle Back Next Week: The Effect of Meeting-Free Weeks on Distributed Workers’ Unstructured Time and Attention Negotiation (arxiv)
  • AdapTics: A Toolkit for Creative Design and Integration of Real-Time Adaptive Mid-Air Ultrasound Tactons (arxiv)
  • Cymatics Cup: Shape-Changing Drinks by Leveraging Cymatics (arxiv)
  • Fragmented Moments, Balanced Choices: How Do People Make Use of Their Waiting Time? (arxiv)
  • Ephemeral Myographic Motion: Repurposing the Myo Armband to Control Disposable Pneumatic Sculptures (arxiv)

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Daniel Buschek
Human-Centered AI

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