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 [1st ed.] 9783030503338, 9783030503345

Table of contents :
Front Matter ....Pages i-xix
Front Matter ....Pages 1-1
Towards Increased Transparency with Value Sensitive Design (Jacob Dexe, Ulrik Franke, Anneli Avatare Nöu, Alexander Rad)....Pages 3-15
A Method for Quickly Establishing Personas (Wen-jun Hou, Xiang-yuan Yan, Jia-xin Liu)....Pages 16-32
The Role of Behavioral Anthropomorphism in Human-Automation Trust Calibration (Theodore Jensen, Mohammad Maifi Hasan Khan, Yusuf Albayram)....Pages 33-53
Transparency and Trust in Human-AI-Interaction: The Role of Model-Agnostic Explanations in Computer Vision-Based Decision Support (Christian Meske, Enrico Bunde)....Pages 54-69
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 (Ming Qian, Davis Qian)....Pages 70-81
Rethinking Personas for Fairness: Algorithmic Transparency and Accountability in Data-Driven Personas (Joni Salminen, Soon-gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen)....Pages 82-100
Enriching Social Media Personas with Personality Traits: A Deep Learning Approach Using the Big Five Classes (Joni Salminen, Rohan Gurunandan Rao, Soon-gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen)....Pages 101-120
Color for Characters - Effects of Visual Explanations of AI on Trust and Observability (Tim Schrills, Thomas Franke)....Pages 121-135
Human-in-the-Loop Design Cycles – A Process Framework that Integrates Design Sprints, Agile Processes, and Machine Learning with Humans (Chaehan So)....Pages 136-145
Beyond the Buzzwords: On the Perspective of AI in UX and Vice Versa (Dieter P. Wallach, Lukas A. Flohr, Annika Kaltenhauser)....Pages 146-166
A Paradigm Shift in Design Driven by AI (Qiong Wu, Cun Jun Zhang)....Pages 167-176
Front Matter ....Pages 177-177
Support Vector Machine Algorithm to Classify Instagram Users’ Accounts Based on Users’ Interests (Al-Batool Al-Ghamdi, Ameenah Al-Sulami, Nouf Al-Jadani, Maha Aljohani)....Pages 179-196
Customer Self-remediation of Proactive Network Issue Detection and Notification (Donald M. Allen, Dmitry Goloubew)....Pages 197-210
Cross-Scenario Performance Modelling for Big Data Ecosystems (Fatimah Alsayoud, Ali Miri)....Pages 211-228
Interaction with the Soundscape: Exploring Emotional Audio Generation for Improved Individual Wellbeing (Alice Baird, Meishu Song, Björn Schuller)....Pages 229-242
A Feature Importance Study in Ballet Pose Recognition with OpenPose (Margaux Fourie, Dustin van der Haar)....Pages 243-254
Educators in the Loop: Using Scenario Simulation as a Tool to Understand and Investigate Predictive Models of Student Dropout Risk in Distance Learning (Rômulo Freitas, Luciana Salgado)....Pages 255-272
Is My Home Smart or Just Connected? (Susanne Furman, Julie Haney)....Pages 273-287
Design Intelligence - Pitfalls and Challenges When Designing AI Algorithms in B2B Factory Automation (Jennifer Heier, Jan Willmann, Karsten Wendland)....Pages 288-297
Socio-Technical Design of Hybrid Intelligence Systems – The Case of Predictive Maintenance (Thomas Herrmann)....Pages 298-309
EasySketchDesign: Product Sketch Design Assisted with Interactive Sketch Retrieval (Yukun Hu, Suihuai Yu, Jianjie Chu, Yichen Yang, Chen Chen, Fangmin Cheng)....Pages 310-320
Contextual Programming of Collaborative Robots (Chien-Ming Huang)....Pages 321-338
AI Mobility Solutions for an Active Ageing Society. Introducing Aesthetic Affordances in the Design of Smart Wheelchairs (Setsu Ito, Shinobu Ito, Irina Suteu)....Pages 339-352
Prediction-Based Uncertainty Estimation for Adaptive Crowd Navigation (Kapil D. Katyal, Katie Popek, Gregory D. Hager, I-Jeng Wang, Chien-Ming Huang)....Pages 353-368
A Heterogeneous Ensemble Learning-Based Acoustic Fall Detection Method for Elderly People in Indoor Environment (XiaoLing Li, JiaWei Li, JiaRui Lai, ZiMing Zheng, WeiWei Jia, Bin Liu)....Pages 369-383
Multi-view Visual Question Answering Dataset for Real Environment Applications (Yue Qiu, Yutaka Satoh, Ryota Suzuki, Kenji Iwata)....Pages 384-395
Social Dynamics in Human-Robot Groups – Possible Consequences of Unequal Adaptation to Group Members Through Machine Learning in Human-Robot Groups (Astrid Rosenthal-von der Pütten, Anna M. H. Abrams)....Pages 396-411
What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI (Chaehan So)....Pages 412-421
Joking AI via Visual Cues (Ryota Suzuki, Kota Yoshida, Munetaka Minoguchi, Kazuki Tsubura, Takumu Ikeya, Akio Nakamura et al.)....Pages 422-436
Interactive Method to Elicit Local Causal Knowledge for Creating a Huge Causal Network (Genki Yamashita, Taro Kanno, Kazuo Furuta)....Pages 437-446
Back Matter ....Pages 447-448