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Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs

Proceedings of the ACM on human-computer interaction, 2020-05, Vol.4 (CSCW1), p.1-26, Article 68

2020

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Toward the operationalization of visual metaphor

Journal of the American Society for Information Science and Technology, 2017-10, Vol.68 (10), p.2338-2349

2017

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SparQs: Visual Analytics for Sparking Creativity in Social Media Exploration

Social Computing and Social Media. Applications and Analytics, p.394-405

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Understanding the experience of neurodivergent workers in image and text data annotation

Computers in human behavior reports, 2023-08, Vol.11, p.100318, Article 100318

2023

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Collaborative Visual Analysis of Sentiment in Twitter Events

Cooperative Design, Visualization, and Engineering, p.1-8

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Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment

Proceedings of the ACM on human-computer interaction, 2022-11, Vol.6 (CSCW2), p.1-28, Article 489

2022

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AILA: Attentive Interactive Labeling Assistant for Document Classification through Attention-Based Deep Neural Networks

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019, p.1-12

2019

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3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration Design

Proceedings of the ACM on human-computer interaction, 2024-04, Vol.8 (CSCW1), p.1-33, Article 11

2024

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Efficient Elicitation Approaches to Estimate Collective Crowd Answers

Proceedings of the ACM on human-computer interaction, 2019-11, Vol.3 (CSCW), p.1-25

2019

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Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations

Proceedings of the ACM on human-computer interaction, 2023-10, Vol.7 (CSCW2), p.1-32, Article 338

2023

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Design for Collaborative Information-Seeking: Understanding User Challenges and Deploying Collaborative Dynamic Queries

Proceedings of the ACM on human-computer interaction, 2019-11, Vol.3 (CSCW), p.1-24

2019

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Visus: An Interactive System for Automatic Machine Learning Model Building and Curation

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019, p.1-7

2019

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Touchscreen prompts for preschoolers: designing developmentally appropriate techniques for teaching young children to perform gestures

Proceedings of the 14th International Conference on Interaction Design and Children, 2015, p.109-118

2015

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Supporting Collaborative Sequencing of Small Groups through Visual Awareness

Proceedings of the ACM on human-computer interaction, 2021-04, Vol.5 (CSCW1), p.1-29, Article 176

2021

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Understanding Human-side Impact of Sampling Image Batches in Subjective Attribute Labeling

Proceedings of the ACM on human-computer interaction, 2021-10, Vol.5 (CSCW2), p.1-26, Article 296

2021

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To Distort or Not to Distort: Distance Cartograms in the Wild

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018, p.1-12

2018

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Designing tools to support advanced users in new forms of social media interaction

Proceedings of the 33rd Annual International Conference on the Design of Communication, 2015, p.1-10

2015

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RES: A Robust Framework for Guiding Visual Explanation

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022, p.432-442

2022

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Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems

Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024, p.405-418

2024

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Collaborative Job Seeking for People with Autism: Challenges and Design Opportunities

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024, p.1-17

2024

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Coco's Videos: An Empirical Investigation of Video-Player Design Features and Children's Media Use

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018, p.1-13

2018

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

Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems, 2022, p.1-17

2022

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Can Conversational Agents Change the Way Children Talk to People?

Interaction Design and Children, 2021, p.338-349

2021

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Collaborative Dynamic Queries: Supporting Distributed Small Group Decision-making

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018, p.1-12

2018

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SHAI 2023: Workshop on Designing for Safety in Human-AI Interactions

Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023, p.199-201

2023

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Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs

Toward the operationalization of visual metaphor

SparQs: Visual Analytics for Sparking Creativity in Social Media Exploration

Understanding the experience of neurodivergent workers in image and text data annotation

Collaborative Visual Analysis of Sentiment in Twitter Events

Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment

AILA: Attentive Interactive Labeling Assistant for Document Classification through Attention-Based Deep Neural Networks

3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration Design

Efficient Elicitation Approaches to Estimate Collective Crowd Answers

Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations

Design for Collaborative Information-Seeking: Understanding User Challenges and Deploying Collaborative Dynamic Queries

Visus: An Interactive System for Automatic Machine Learning Model Building and Curation

Touchscreen prompts for preschoolers: designing developmentally appropriate techniques for teaching young children to perform gestures

Supporting Collaborative Sequencing of Small Groups through Visual Awareness

Understanding Human-side Impact of Sampling Image Batches in Subjective Attribute Labeling

To Distort or Not to Distort: Distance Cartograms in the Wild

Designing tools to support advanced users in new forms of social media interaction

RES: A Robust Framework for Guiding Visual Explanation

Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems

Collaborative Job Seeking for People with Autism: Challenges and Design Opportunities

Coco's Videos: An Empirical Investigation of Video-Player Design Features and Children's Media Use

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

Can Conversational Agents Change the Way Children Talk to People?

Collaborative Dynamic Queries: Supporting Distributed Small Group Decision-making

SHAI 2023: Workshop on Designing for Safety in Human-AI Interactions

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