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HCI 2020: Copenhagen, Denmark
- Helmut Degen, Lauren Reinerman-Jones:
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. Lecture Notes in Computer Science 12217, Springer 2020, ISBN 978-3-030-50333-8
Human-Centered AI
- Jacob Dexe
, Ulrik Franke
Towards Increased Transparency with Value Sensitive Design. 3-15 - Wen-jun Hou, Xiang-yuan Yan
A Method for Quickly Establishing Personas. 16-32 - Theodore Jensen, Mohammad Maifi Hasan Khan, Yusuf Albayram:
The Role of Behavioral Anthropomorphism in Human-Automation Trust Calibration. 33-53 - Christian Meske
Transparency and Trust in Human-AI-Interaction: The Role of Model-Agnostic Explanations in Computer Vision-Based Decision Support. 54-69 - Ming Qian, Davis Qian:
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. 70-81 - Joni Salminen, Soon-Gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen:
Rethinking Personas for Fairness: Algorithmic Transparency and Accountability in Data-Driven Personas. 82-100 - Joni Salminen, Rohan Gurunandan Rao, Soon-Gyo Jung, Shammur A. Chowdhury, Bernard J. Jansen:
Enriching Social Media Personas with Personality Traits: A Deep Learning Approach Using the Big Five Classes. 101-120 - Tim Schrills, Thomas Franke:
Color for Characters - Effects of Visual Explanations of AI on Trust and Observability. 121-135 - Chaehan So:
Human-in-the-Loop Design Cycles - A Process Framework that Integrates Design Sprints, Agile Processes, and Machine Learning with Humans. 136-145 - Dieter P. Wallach
Beyond the Buzzwords: On the Perspective of AI in UX and Vice Versa. 146-166 - Qiong Wu, Cun Jun Zhang:
A Paradigm Shift in Design Driven by AI. 167-176
AI Applications in HCI
- Al-Batool Al-Ghamdi, Ameenah Al-Sulami, Nouf Al-Jadani, Maha Aljohani:
Support Vector Machine Algorithm to Classify Instagram Users' Accounts Based on Users' Interests. 179-196 - Donald M. Allen, Dmitry Goloubew:
Customer Self-remediation of Proactive Network Issue Detection and Notification. 197-210 - Fatimah Alsayoud
Cross-Scenario Performance Modelling for Big Data Ecosystems. 211-228 - Alice Baird, Meishu Song, Björn W. Schuller:
Interaction with the Soundscape: Exploring Emotional Audio Generation for Improved Individual Wellbeing. 229-242 - Margaux Fourie
A Feature Importance Study in Ballet Pose Recognition with OpenPose. 243-254 - Rômulo Freitas, Luciana Salgado:
Educators in the Loop: Using Scenario Simulation as a Tool to Understand and Investigate Predictive Models of Student Dropout Risk in Distance Learning. 255-272 - Susanne Furman, Julie M. Haney:
Is My Home Smart or Just Connected? 273-287 - Jennifer Heier, Jan Willmann, Karsten Wendland:
Design Intelligence - Pitfalls and Challenges When Designing AI Algorithms in B2B Factory Automation. 288-297 - Thomas Herrmann
Socio-Technical Design of Hybrid Intelligence Systems - The Case of Predictive Maintenance. 298-309 - Yukun Hu, Suihuai Yu, Jianjie Chu, Yichen Yang, Chen Chen, Fangmin Cheng:
EasySketchDesign: Product Sketch Design Assisted with Interactive Sketch Retrieval. 310-320 - Chien-Ming Huang
Contextual Programming of Collaborative Robots. 321-338 - Setsu Ito, Shinobu Ito, Irina Suteu:
AI Mobility Solutions for an Active Ageing Society. Introducing Aesthetic Affordances in the Design of Smart Wheelchairs. 339-352 - Kapil D. Katyal, Katie M. Popek, Gregory D. Hager, I-Jeng Wang, Chien-Ming Huang
Prediction-Based Uncertainty Estimation for Adaptive Crowd Navigation. 353-368 - Xiaoling Li, Jiawei Li, Jiarui Lai, Ziming Zheng, Weiwei Jia, Bin Liu:
A Heterogeneous Ensemble Learning-Based Acoustic Fall Detection Method for Elderly People in Indoor Environment. 369-383 - Yue Qiu, Yutaka Satoh, Ryota Suzuki, Kenji Iwata:
Multi-view Visual Question Answering Dataset for Real Environment Applications. 384-395 - Astrid Marieke Rosenthal-von der Pütten
Social Dynamics in Human-Robot Groups - Possible Consequences of Unequal Adaptation to Group Members Through Machine Learning in Human-Robot Groups. 396-411 - Chaehan So:
What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI. 412-421 - Ryota Suzuki, Kota Yoshida, Munetaka Minoguchi, Kazuki Tsubura, Takumu Ikeya, Akio Nakamura, Hirokatsu Kataoka:
Joking AI via Visual Cues. 422-436 - Genki Yamashita, Taro Kanno
Interactive Method to Elicit Local Causal Knowledge for Creating a Huge Causal Network. 437-446
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