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Artificial Intelligence in HCI

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Cover of 'Artificial Intelligence in HCI'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Towards Increased Transparency with Value Sensitive Design
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    Chapter 2 A Method for Quickly Establishing Personas
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    Chapter 3 The Role of Behavioral Anthropomorphism in Human-Automation Trust Calibration
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    Chapter 4 Transparency and Trust in Human-AI-Interaction: The Role of Model-Agnostic Explanations in Computer Vision-Based Decision Support
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    Chapter 5 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
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    Chapter 6 Rethinking Personas for Fairness: Algorithmic Transparency and Accountability in Data-Driven Personas
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    Chapter 7 Enriching Social Media Personas with Personality Traits: A Deep Learning Approach Using the Big Five Classes
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    Chapter 8 Color for Characters - Effects of Visual Explanations of AI on Trust and Observability
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    Chapter 9 Human-in-the-Loop Design Cycles – A Process Framework that Integrates Design Sprints, Agile Processes, and Machine Learning with Humans
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    Chapter 10 Beyond the Buzzwords: On the Perspective of AI in UX and Vice Versa
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    Chapter 11 A Paradigm Shift in Design Driven by AI
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    Chapter 12 Support Vector Machine Algorithm to Classify Instagram Users’ Accounts Based on Users’ Interests
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    Chapter 13 Customer Self-remediation of Proactive Network Issue Detection and Notification
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    Chapter 14 Cross-Scenario Performance Modelling for Big Data Ecosystems
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    Chapter 15 Interaction with the Soundscape: Exploring Emotional Audio Generation for Improved Individual Wellbeing
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    Chapter 16 A Feature Importance Study in Ballet Pose Recognition with OpenPose
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    Chapter 17 Educators in the Loop: Using Scenario Simulation as a Tool to Understand and Investigate Predictive Models of Student Dropout Risk in Distance Learning
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    Chapter 18 Is My Home Smart or Just Connected?
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    Chapter 19 Design Intelligence - Pitfalls and Challenges When Designing AI Algorithms in B2B Factory Automation
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    Chapter 20 Socio-Technical Design of Hybrid Intelligence Systems – The Case of Predictive Maintenance
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    Chapter 21 EasySketchDesign: Product Sketch Design Assisted with Interactive Sketch Retrieval
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    Chapter 22 Contextual Programming of Collaborative Robots
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    Chapter 23 AI Mobility Solutions for an Active Ageing Society. Introducing Aesthetic Affordances in the Design of Smart Wheelchairs
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    Chapter 24 Prediction-Based Uncertainty Estimation for Adaptive Crowd Navigation
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    Chapter 25 A Heterogeneous Ensemble Learning-Based Acoustic Fall Detection Method for Elderly People in Indoor Environment
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    Chapter 26 Multi-view Visual Question Answering Dataset for Real Environment Applications
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    Chapter 27 Social Dynamics in Human-Robot Groups – Possible Consequences of Unequal Adaptation to Group Members Through Machine Learning in Human-Robot Groups
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    Chapter 28 What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI
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    Chapter 29 Joking AI via Visual Cues
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    Chapter 30 Interactive Method to Elicit Local Causal Knowledge for Creating a Huge Causal Network
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Title
Artificial Intelligence in HCI
Published by
Springer International Publishing, August 2020
DOI 10.1007/978-3-030-50334-5
ISBNs
978-3-03-050333-8, 978-3-03-050334-5
Editors

Degen, Helmut, Reinerman-Jones, Lauren

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