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E-grāmata: Artificial Intelligence in HCI: First International Conference, AI-HCI 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19-24, 2020, Proceedings

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Artificial Intelligence in HCI: First International Conference, AI-HCI 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19-24, 2020, ProceedingsPalielināt
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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 Perspective of AI in UX and ViceVersa.-
A Paradigm Shift in Design driven by AI.- Support Vector Machine Algorithm to
Classify Instagram Users' Accounts Based on Users' Interests.- Customer
Self-Remediation of Proactive Network Issue Detection and Notification.-
Cross-Scenario Performance Modelling for Big Data Ecosystems.- Interaction
with the Soundscape: Exploring Emotional Audio Generation for Improved
Individual Wellbeing.- A Feature Importance Study in Ballet Pose Recognition
with OpenPose.- Educators in the Loop: Using Scenario Simulation as a Tool to
Understand and Investigate Predictive Models of Student Dropout Risk in
Distance Learning.- Is My Home Smart or Just Connected?.- Design Intelligence
- Pitfalls and Challenges when Designing AI Algorithms in B2B Factory
Automation.- Socio-Technical Design of Hybrid Intelligence Systems the Case
of Predictive Maintenance.- EasySketchDesign: Product Sketch Design Assisted
with Interactive Sketch Retrieval.- Contextual Programming of Collaborative
Robots.- AI Mobility Solutions for an Active Ageing Society - Introducing
Aesthetic Affordances in the Design of Smart Wheelchairs.- Prediction-Based
Uncertainty Estimation for Adaptive Crowd Navigation.- A Heterogeneous
Ensemble Learning-based Acoustic Fall Detection Method for Elderly People in
Indoor Environment.- Multi-view Visual Question Answering Dataset for Real
Environment Applications.- Social Dynamics in Human-Robot Groups: Possible
Consequences of Unequal Adaptation to Group Members Through Machine Learning
in Human-Robot Groups.- What Emotions Make One or Five Stars? Understanding
Ratings of Online Product Reviews by Sentiment Analysis and XAI.- Joking AI
via Visual cues.- Interactive Method to Elicit Local Causal Knowledge for
Creating a Huge Causal Network.
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