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

AvHelmut Degen,Lauren Reinerman-Jones

Häftad, Engelska, 2020

Del 12217 i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2020-06-18
Mått:155 x 235 x 26 mm
Vikt:703 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:448
Förlag:Springer Nature Switzerland AG
ISBN:9783030503338

Utforska kategorier

Människa – datorinteraktion inom Data och IT
Hårdvara inom Data och IT
Tillämpad datateknik inom Data och IT

Innehållsförteckning

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.