Robert R. Hoffman

99 papers C 1Misc 1Journal 93Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
"Minimum Necessary Rigor" in empirically evaluating human-AI work systems.
AI Mag.
Gary Klein, Robert R. Hoffman, William J. Clancey, Shane T. Mueller, Florian Jentsch, Mohammadreza Jalaeian
2023 J jnl
Evaluating machine-generated explanations: a "Scorecard" method for XAI measurement science.
Frontiers Comput. Sci.
Robert R. Hoffman, Mohammadreza Jalaeian, Connor Tate, Gary Klein, Shane T. Mueller
2023 J jnl
Explainable AI: roles and stakeholders, desirements and challenges.
Frontiers Comput. Sci.
Robert R. Hoffman, Shane T. Mueller, Gary Klein, Mohammadreza Jalaeian, Connor Tate
2023 J jnl
Increasing the Value of XAI for Users: A Psychological Perspective.
Künstliche Intell.
Robert R. Hoffman, Tim Miller, Gary Klein, Shane T. Mueller, William J. Clancey
2023 J jnl
Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance.
Frontiers Comput. Sci.
Robert R. Hoffman, Shane T. Mueller, Gary Klein, Jordan Litman
2022 J jnl
Special issue on Explainable Artificial Intelligence (XAI).
Artif. Intell.
Tim Miller, Robert R. Hoffman, Ofra Amir, Andreas Holzinger
2021 — conf
Collaborative Explainable AI: A Non-algorithmic Approach to Generating Explanations of AI.
HCI (44)
Tauseef Ibne Mamun, Robert R. Hoffman, Shane T. Mueller
2021 J jnl
Principles of Explanation in Human-AI Systems.
CoRR
Shane T. Mueller, Elizabeth S. Veinott, Robert R. Hoffman, Gary Klein, Lamia Alam, Tauseef Mamun, William J. Clancey
2020 J jnl
Explaining AI as an Exploratory Process: The Peircean Abduction Model.
CoRR
Robert R. Hoffman, William J. Clancey, Shane T. Mueller
2019 J jnl
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI.
CoRR
Shane T. Mueller, Robert R. Hoffman, William J. Clancey, Abigail Emrey, Gary Klein
2018 J jnl
Explaining Explanation, Part 4: A Deep Dive on Deep Nets.
IEEE Intell. Syst.
Robert R. Hoffman, Tim Miller, Shane T. Mueller, Gary Klein, William J. Clancey
2018 J jnl
Metrics for Explainable AI: Challenges and Prospects.
CoRR
Robert R. Hoffman, Shane T. Mueller, Gary Klein, Jordan Litman
2017 J jnl
Explaining Explanation, Part 1: Theoretical Foundations.
IEEE Intell. Syst.
Robert R. Hoffman, Gary Klein
2017 J jnl
Explaining Explanation, Part 2: Empirical Foundations.
IEEE Intell. Syst.
Robert R. Hoffman, Shane T. Mueller, Gary Klein
2017 J jnl
Measuring Resilience.
Hum. Factors
Robert R. Hoffman, Peter A. Hancock
2017 J jnl
Why Expertise Matters: A Response to the Challenges.
IEEE Intell. Syst.
Gary Klein, Ben Shneiderman, Robert R. Hoffman, Kenneth M. Ford
2016 J jnl
Bridging the Ethical Gap: From Human Principles to Robot Instructions.
IEEE Intell. Syst.
Neil McBride, Robert R. Hoffman
2016 J jnl
Expertise: A Second Look.
IEEE Intell. Syst.
David Z. Hambrick, Robert R. Hoffman
2016 J jnl
How Many Experts?
IEEE Intell. Syst.
Patrick Crispen, Robert R. Hoffman
2016 J jnl
To Know or Not to Know, What Is the Need?
IEEE Intell. Syst.
Robert R. Hoffman, Matthieu Branlat
2016 J jnl
Using Knowledge Libraries to Transfer Expert Knowledge.
IEEE Intell. Syst.
Richard G. Schafermeyer, Robert R. Hoffman
2015 J jnl
Concept Mapping Usability Evaluation: An Exploratory Study of a New Usability Inspection Method.
Int. J. Hum. Comput. Interact.
Randolph G. Bias, Brian M. Moon, Robert R. Hoffman
2015 J jnl
Keeping Up with Intelligent Technology.
IEEE Intell. Syst.
Peter A. Hancock, Robert R. Hoffman
2015 J jnl
Mentoring: A Leverage Point for Intelligent Systems?
IEEE Intell. Syst.
Robert R. Hoffman, Paul Ward
2015 J jnl
Principles for Human-Centered Interaction Design, Part 2: Can Humans and Machines Think Together?
IEEE Intell. Syst.
Larry Bunch, Jeffrey M. Bradshaw, Robert R. Hoffman, Matthew Johnson
2015 J jnl
Principles for Interaction Design, Part 3: Spanning the Creativity Gap.
IEEE Intell. Syst.
Kevin B. Bennett, Robert R. Hoffman
2014 J jnl
Influencing Preferences for Different Types of Causal Explanation of Complex Events.
Hum. Factors
Gary Klein, Louise Rasmussen, Mei-Hua Lin, Robert R. Hoffman, Jason Case
2014 J jnl
Myths of Automation, Part 2: Some Very Human Consequences.
IEEE Intell. Syst.
Robert R. Hoffman, John K. Hawley, Jeffrey M. Bradshaw
2014 J jnl
Principles for Human-Centered Interaction Design, Part 1: Performative Systems.
IEEE Intell. Syst.
Thomas C. Eskridge, David Still, Robert R. Hoffman
2014 J jnl
Seven Cardinal Virtues of Human-Machine Teamwork: Examples from the DARPA Robotic Challenge.
IEEE Intell. Syst.
Matthew Johnson, Jeffrey M. Bradshaw, Robert R. Hoffman, Paul J. Feltovich, David D. Woods
2013 J jnl
Envisioning Desirements.
IEEE Intell. Syst.
Robert R. Hoffman, Michael J. McCloskey
2013 — conf
Heuristica: Designing a serious game for improving decision making.
IGIC
Gwen Mullinix, Oliver Gray, Juan Colado, Elizabeth S. Veinott, James Leonard, Elizabeth Lerner Papautsky, Chris Argenta, Marcia Clover, Steven Sickles, Edward Castronova, Peter M. Todd, Travis L. Ross, Jared Lorince, Jared M. Hotaling, Sharon Mayell, Chris Hale, Elizabeth T. Whitaker, Robert R. Hoffman, Olivia Fox, John M. Flach
2013 J jnl
The Seven Deadly Myths of "Autonomous Systems".
IEEE Intell. Syst.
Jeffrey M. Bradshaw, Robert R. Hoffman, David D. Woods, Matthew Johnson
2013 — conf
The effect of camera perspective and session duration on training decision making in a serious video game.
IGIC
Elizabeth S. Veinott, James Leonard, Elizabeth Lerner Papautsky, Brandon Perelman, Aleksandra S. Stankovic, Jared Lorince, Jared M. Hotaling, Travis L. Ross, Peter M. Todd, Edward Castronova, Jerome R. Busemeyer, Chris Hale, Richard Catrambone, Elizabeth T. Whitaker, Olivia Fox, John M. Flach, Robert R. Hoffman
2013 J jnl
Trust in Automation.
IEEE Intell. Syst.
Robert R. Hoffman, Matthew Johnson, Jeffrey M. Bradshaw, Al Underbrink
2013 J jnl
Where's the Rigor in the Field of Usability Analysis?
IEEE Intell. Syst.
Randolph G. Bias, Robert R. Hoffman
2012 J jnl
"Rapidized" cognitive task analysis.
IEEE Intell. Syst.
Wayne Zachary, Robert R. Hoffman, Beth Crandall, Tom Miller, Christopher P. Nemeth
2012 J jnl
Command and Control Requirements for Moving-Target Defense.
IEEE Intell. Syst.
Marco M. Carvalho, Jeffrey M. Bradshaw, Larry Bunch, Thomas C. Eskridge, Paul J. Feltovich, Robert R. Hoffman, Dan Kidwell
2012 J jnl
Ontology Creation as a Sensemaking Activity.
IEEE Intell. Syst.
Thomas C. Eskridge, Robert R. Hoffman
2012 J jnl
Visualization framework of macrocognition functions.
Cogn. Technol. Work.
Emily S. Patterson, Robert R. Hoffman
2011 J jnl
Beyond Cooperative Robotics: The Central Role of Interdependence in Coactive Design.
IEEE Intell. Syst.
Matthew Johnson, Jeffrey M. Bradshaw, Paul J. Feltovich, Robert R. Hoffman, Catholijn M. Jonker, Birna van Riemsdijk, Maarten Sierhuis
2011 J jnl
Beyond Simon's Slice: Five Fundamental Trade-Offs that Bound the Performance of Macrocognitive Work Systems.
IEEE Intell. Syst.
Robert R. Hoffman, David D. Woods
2011 J jnl
Franchise Experts.
IEEE Intell. Syst.
Robert R. Hoffman, David Ziebell, Paul J. Feltovich, Brian M. Moon, Stephen M. Fiore
2011 J jnl
Naturalistic investigations and models of reasoning about complex indeterminate causation.
Inf. Knowl. Syst. Manag.
Robert R. Hoffman, Gary Klein, Janet Miller
2010 J jnl
Metrics, Metrics, Metrics, Part 2: Universal Metrics?
IEEE Intell. Syst.
Robert R. Hoffman, Peter A. Hancock, Jeffrey M. Bradshaw
2010 J jnl
The Practitioner's Cycles, Part 1: Actual World Problems.
IEEE Intell. Syst.
Steven V. Deal, Robert R. Hoffman
2010 J jnl
The Practitioner's Cycles, Part 2: Solving Envisioned World Problems.
IEEE Intell. Syst.
Robert R. Hoffman, Steven V. Deal, Scott Potter, Emilie M. Roth
2010 J jnl
The Practitioner's Cycles, Part 3: Implementation Opportunities.
IEEE Intell. Syst.
Steven V. Deal, Robert R. Hoffman
2009 J jnl
"Complex Sociotechnical Joint Cognitive Work Systems"?
IEEE Intell. Syst.
Robert R. Hoffman, Douglas O. Norman, Juris Vagners
2009 J jnl
Accelerated Learning (?).
IEEE Intell. Syst.
Robert R. Hoffman, Paul J. Feltovich, Stephen M. Fiore, Gary Klein, David Ziebell
2009 J jnl
Once More, Into the Soup.
IEEE Intell. Syst.
Pieter Jan Stappers, Robert R. Hoffman
2009 J jnl
The Dynamics of Trust in Cyberdomains.
IEEE Intell. Syst.
Robert R. Hoffman, John D. Lee, David D. Woods, Nigel Shadbolt, Janet Miller, Jeffrey M. Bradshaw
2009 J jnl
Using cognitive task analysis to explore issues in the procurement of intelligent decision support systems.
Cogn. Technol. Work.
Robert R. Hoffman, Kelly Neville, Jennifer Fowlkes
2008 J jnl
Human Factors Contributions to Knowledge Elicitation.
Hum. Factors
Robert R. Hoffman
2008 J jnl
Influencing versus Informing Design, Part 1: A Gap Analysis.
IEEE Intell. Syst.
Robert R. Hoffman, Steven V. Deal
2008 J jnl
Influencing versus Informing Design, Part 2: Macrocognitive Modeling.
IEEE Intell. Syst.
Robert R. Hoffman
2008 J jnl
Knowledge Management Revisited.
IEEE Intell. Syst.
Robert R. Hoffman, David Ziebell, Stephen M. Fiore, Irma Becerra-Fernandez
2008 J jnl
Metrics, Metrics, Metrics: Negative Hedonicity.
IEEE Intell. Syst.
Robert R. Hoffman, Peter A. Hancock, Morris Marx
2008 J jnl
The Procurement Woes Revisited.
IEEE Intell. Syst.
Kelly Neville, Robert R. Hoffman, Charlotte Linde, William C. Elm, Jennifer Fowlkes
2007 J jnl
Antipatterns in the Creation of Intelligent Systems.
IEEE Intell. Syst.
Phillip A. Laplante, Robert R. Hoffman, Gary Klein
2007 J jnl
Human Total Cost of Ownership: The Penny Foolish Principle at Work.
IEEE Intell. Syst.
Wayne Zachary, Robert R. Hoffman, Kelly Neville, Jennifer Fowlkes
2007 J jnl
Perceptual (Re)learning: A Leverage Point for Human-Centered Computing.
IEEE Intell. Syst.
Robert R. Hoffman, Stephen M. Fiore
2007 — conf
The Problem of Designing Complex Systems.
Software Engineering Research and Practice
Jennifer Fowlkes, Kelly Neville, Robert R. Hoffman, Wayne Zachary
2006 J jnl
Concept map-based knowledge modeling: perspectives from information and knowledge visualization.
Inf. Vis.
John W. Coffey, Robert R. Hoffman, Alberto J. Cañas
2006 J jnl
HCC Implications for the Procurement Process.
IEEE Intell. Syst.
Robert R. Hoffman, William C. Elm
2006 J jnl
Making Sense of Sensemaking 1: Alternative Perspectives.
IEEE Intell. Syst.
Gary Klein, Brian M. Moon, Robert R. Hoffman
2006 J jnl
Making Sense of Sensemaking 2: A Macrocognitive Model.
IEEE Intell. Syst.
Gary Klein, Brian M. Moon, Robert R. Hoffman
2005 J jnl
Decision Making.
IEEE Intell. Syst.
Robert R. Hoffman, J. Frank Yates
2005 J jnl
Toward a Theory of Complex and Cognitive Systems.
IEEE Intell. Syst.
Robert R. Hoffman, David D. Woods
2004 J jnl
Keeping It Too Simple: How the Reductive Tendency Affects Cognitive Engineering.
IEEE Intell. Syst.
Paul J. Feltovich, Robert R. Hoffman, David D. Woods, Axel Roesler
2004 J jnl
Ten Challenges for Making Automation a "Team Player" in Joint Human-Agent Activity.
IEEE Intell. Syst.
Gary Klein, David D. Woods, Jeffrey M. Bradshaw, Robert R. Hoffman, Paul J. Feltovich
2004 J jnl
The Janus Principle.
IEEE Intell. Syst.
Robert R. Hoffman, Gavan Lintern, Susan Eitelman
2004 J jnl
The Pleasure Principle.
IEEE Intell. Syst.
Robert R. Hoffman, Patrick J. Hayes
2004 J jnl
What Is Design in the Context of Human-Centered Computing?
IEEE Intell. Syst.
Robert R. Hoffman, Axel Roesler, Brian M. Moon
2003 J jnl
From Contextual Inquiry to Designable Futures: What Do We Need to Get There?
IEEE Intell. Syst.
Sidney W. A. Dekker, James M. Nyce, Robert R. Hoffman
2003 J jnl
Knowledge modeling for the preservation of institutional memory.
J. Knowl. Manag.
John W. Coffey, Robert R. Hoffman
2003 J jnl
Macrocognition.
IEEE Intell. Syst.
Gary Klein, Karol G. Ross, Brian M. Moon, Devorah E. Klein, Robert R. Hoffman, Erik Hollnagel
2003 J jnl
The Boiled Frog Problem.
IEEE Intell. Syst.
Robert R. Hoffman, Lewis F. Hanes
2003 J jnl
The Borg Hypothesis.
IEEE Intell. Syst.
Robert R. Hoffman, Jeffrey M. Bradshaw, Patrick J. Hayes, Kenneth M. Ford
2003 J jnl
The Limitations of Limitations.
IEEE Intell. Syst.
John M. Flach, Robert R. Hoffman
2003 J jnl
Work-arounds, Make-work, and Kludges.
IEEE Intell. Syst.
Philip Koopman, Robert R. Hoffman
2002 J jnl
A Rose by Any Other Name...Would Probably Be Given an Acronym.
IEEE Intell. Syst.
Robert R. Hoffman, Paul J. Feltovich, Kenneth M. Ford, David D. Woods, Gary Klein, Anne Feltovich
2002 J jnl
Guest Editors' Introduction: Human-Centered Computing at NASA.
IEEE Intell. Syst.
Michael G. Shafto, Robert R. Hoffman
2002 Misc conf
Institutionalizing the Field of Expertise Studies and Its Applications to Computer Science.
FLAIRS
Robert R. Hoffman
2002 C conf
One Small Step for a Diagram, One Giant Leap for Meaning.
Diagrams
Robert R. Hoffman, John W. Coffey, Patrick J. Hayes, Alberto J. Cañas, Kenneth M. Ford, Mary J. Carnot
2002 J jnl
The Sacagawea Principle.
IEEE Intell. Syst.
Mica R. Endsley, Robert R. Hoffman
2002 J jnl
The State of Cognitive Systems Engineering.
IEEE Intell. Syst.
Robert R. Hoffman, Gary Klein, K. Ronald Laughery Jr.
2002 J jnl
The Triples Rule.
IEEE Intell. Syst.
Robert R. Hoffman, Patrick J. Hayes, Kenneth M. Ford, Peter A. Hancock
2001 J jnl
Human-Centered Computing: Thinking In and Out of the Box.
IEEE Intell. Syst.
Robert R. Hoffman, Patrick J. Hayes, Kenneth M. Ford
2001 J jnl
Terraforming Cyberspace.
Computer
Jeffrey M. Bradshaw, Niranjan Suri, Alberto J. Cañas, Robert Davis, Kenneth M. Ford, Robert R. Hoffman, Renia Jeffers, Thomas Reichherzer
2000 J jnl
Studying Cognitive Systems in Context: Preface to the Special Section.
Hum. Factors
Robert R. Hoffman, David D. Woods
1998 J jnl
AI models of verbal/conceptual analogy.
J. Exp. Theor. Artif. Intell.
Robert R. Hoffman
1998 J jnl
Use of the Critical Decision Method to Elicit Expert Knowledge: A Case Study in the Methodology of Cognitive Task Analysis.
Hum. Factors
Robert R. Hoffman, Beth Crandall, Nigel Shadbolt
1995 J jnl
Monster Analogies.
AI Mag.
Robert R. Hoffman
1994 J jnl
Constructivism versus realism, or constructivism and realism.
J. Exp. Theor. Artif. Intell.
Robert R. Hoffman
1994 J jnl
Expertise in Context: Report on the Third International Workshop on Human and Machine Cognition.
AI Mag.
Robert R. Hoffman, Eric Dietrich
1994 J jnl
The 1994 Florida AI Research Symposium.
AI Mag.
Robert R. Hoffman
1989 J jnl
A survey of methods for eliciting the knowledge of experts.
SIGART Newsl.
Robert R. Hoffman
1987 J jnl
The Problem of Extracting the Knowledge of Experts from the Perspective of Experimental Psychology.
AI Mag.
Robert R. Hoffman