This book constitutes the refereed proceedings of the First International Conference on Artificial Intelligence in HCI, AI-HCI 2020, held as part of the 22nd International Conference on Human-Computer Interaction, HCII 2020, in July 2020. The conference was planned to be held in Copenhagen, Denmark, but had to change to a virtual conference mode due to the COVID-19 pandemic.
The conference presents results from academic and industrial research, as well as industrial experiences, on the use of Artificial Intelligence technologies to enhance Human-Computer Interaction.
From a total of 6326 submissions, a total of 1439 papers and 238 posters has been accepted for publication in the HCII 2020 proceedings. The 30 papers presented in this volume were organized in topical sections as follows: Human-Centered AI; and AI Applications in HCI.pical sections as follows: Human-Centered AI; and AI Applications in HCI.
Towards Increased Transparency with Value Sensitive Design.- A Method for Quickly Establishing Personas.- The Role of Behavioral Anthropomorphism in Human-Automation Trust Calibration.- Transparency and Trust in Human-AI-Interaction: The Role of Model-Agnostic Explanations in Computer Vision-Based Decision Support.- Defining a Human-Machine Teaming Model for AI-powered Human-centered Machine Translation Agent by Learning from Human-Human Group Discussion: Dialog Categories and Dialog Moves.- Rethinking Personas for Fairness: Algorithmic Transparency and Accountability in Data-Driven Personas.- Enriching Social Media Personas with Personality Traits: A Deep Learning Approach Using the Big Five Classes.- Color for Characters - Effects of Visual Explanations of AI on Trust and Observability,- Human-in-the-Loop Design Cycles A Process Framework that Integrates Design Sprints, Agile Processes, and Machine Learning with Humans.- Beyond the Buzzwords: On the Perl³\
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