Transitioning to Human Interaction with AI Systems: New Challenges and Opportunities for HCI Professionals to Enable Human-Centered AI

A Review of Recent Deep Learning Approaches in Human-Centered Machine Learning

(2021) Tharindu Kaluarachchi et al.   SENSORS

A Survey of Human‐Centered Evaluations in Human‐Centered Machine Learning

(2021) F. Sperrle et al.   COMPUTER GRAPHICS FORUM

Improving the Design of Ambient Intelligence Systems: Guidelines Based on a Systematic Review

(2021) Juliana Damasio Oliveira et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

The Ethics of AI Ethics: An Evaluation of Guidelines

(2020) Thilo Hagendorff   MINDS AND MACHINES

A survey of surveys on the use of visualization for interpreting machine learning models

(2020) Angelos Chatzimparmpas et al.   Information Visualization

Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy

(2020) Ben Shneiderman   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

Human–Autonomy Teaming: A Review and Analysis of the Empirical Literature

(2020) Thomas O’Neill et al.   HUMAN FACTORS

Viewpoint: Human-in-the-loop Artificial Intelligence

(2019) Fabio Massimo Zanzotto   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Applications of an interaction, process, integration, and intelligence (IPII) design approach for ergonomics solutions

(2019) Wei Xu et al.   ERGONOMICS

Hybrid Intelligence

(2019) Dominik Dellermann et al.   Business & Information Systems Engineering

No AI Is an Island: The Case for Teaming Intelligence

(2019) Matthew Johnson et al.   AI MAGAZINE

The horse has bolted! Why human factors and ergonomics has to catch up with autonomous vehicles (and other advanced forms of automation)

(2019) Paul M. Salmon   ERGONOMICS

Machine behaviour

(2019) Iyad Rahwan et al.   NATURE

Seven HCI Grand Challenges

(2019) Constantine Stephanidis et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

Lethal Autonomous Weapons: Meaningful Human Control or Meaningful Human Certification? [Opinion]

(2019) M.L. Cummings   IEEE TECHNOLOGY AND SOCIETY MAGAZINE

From ‘automation’ to ‘autonomy’: the importance of trust repair in human–machine interaction

(2018) Ewart J. de Visser et al.   ERGONOMICS

Some Pitfalls in the Promises of Automated and Autonomous Vehicles

(2018) P.A. Hancock   ERGONOMICS

Computational Modeling of Touchscreen Drag Gestures Using a Cognitive Architecture and Motion Tracking

(2018) Heejin Jeong et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

Cooperating with machines

(2018) Jacob W. Crandall et al.   Nature Communications

A conceptual model of team dynamical behaviors and performance in human-autonomy teaming

(2018) Mustafa Demir et al.   Cognitive Systems Research

Team Coordination and Effectiveness in Human-Autonomy Teaming

(2018) Mustafa Demir et al.   IEEE Transactions on Human-Machine Systems

Explaining Explanation, Part 2: Empirical Foundations

(2017) Robert R. Hoffman et al.   IEEE INTELLIGENT SYSTEMS

AI, people, and society

(2017) Eric Horvitz   SCIENCE

Hybrid-augmented intelligence: collaboration and cognition

(2017) Nan-ning Zheng et al.   Frontiers of Information Technology & Electronic Engineering

User Interface Goals, AI Opportunities

(2017) Henry Lieberman   AI MAGAZINE

Power to the People: The Role of Humans in Interactive Machine Learning

(2017) Saleema Amershi et al.   AI MAGAZINE

From Here to Autonomy

(2016) Mica R. Endsley   HUMAN FACTORS

Interdisciplinary research has consistently lower funding success

(2016) Lindell Bromham et al.   NATURE

Cognitive Orthoses: Toward Human-Centered AI

(2015) Kenneth M. Ford et al.   AI MAGAZINE

Research Priorities for Robust and Beneficial Artificial Intelligence

(2015) Stuart Russell et al.   AI MAGAZINE

Influencing Trust for Human–Automation Collaborative Scheduling of Multiple Unmanned Vehicles

(2015) Andrew S. Clare et al.   HUMAN FACTORS

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

The Parable of Google Flu: Traps in Big Data Analysis

(2014) D. Lazer et al.   SCIENCE

Human Performance Consequences of Stages and Levels of Automation

(2013) Linda Onnasch et al.   HUMAN FACTORS