Robert R. Hoffman

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 21

Top Topics

Expert Knowledge

Interaction Design

Generating Explanations

Causal Explanation

Top Venues

IEEE Intell. Syst.

Frontiers Comput. Sci.

Publications

Robert R. Hoffman, Shane T. Mueller, Gary Klein, Jordan Litman
Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance. Frontiers Comput. Sci. 5 (2023)
Robert R. Hoffman, Tim Miller, Gary Klein, Shane T. Mueller, William J. Clancey
Increasing the Value of XAI for Users: A Psychological Perspective. Künstliche Intell. 37 (2) (2023)
Robert R. Hoffman, Mohammadreza Jalaeian, Connor Tate, Gary Klein, Shane T. Mueller
Evaluating machine-generated explanations: a "Scorecard" method for XAI measurement science. Frontiers Comput. Sci. 5 (2023)
Robert R. Hoffman, Shane T. Mueller, Gary Klein, Mohammadreza Jalaeian, Connor Tate
Explainable AI: roles and stakeholders, desirements and challenges. Frontiers Comput. Sci. 5 (2023)
Gary Klein, Robert R. Hoffman, William J. Clancey, Shane T. Mueller, Florian Jentsch, Mohammadreza Jalaeian
"Minimum Necessary Rigor" in empirically evaluating human-AI work systems. AI Mag. 44 (3) (2023)
Tim Miller, Robert R. Hoffman, Ofra Amir, Andreas Holzinger
Special issue on Explainable Artificial Intelligence (XAI). Artif. Intell. 307 (2022)
Tauseef Ibne Mamun, Robert R. Hoffman, Shane T. Mueller
Collaborative Explainable AI: A Non-algorithmic Approach to Generating Explanations of AI. HCI (44) (2021)
Shane T. Mueller, Elizabeth S. Veinott, Robert R. Hoffman, Gary Klein, Lamia Alam, Tauseef Mamun, William J. Clancey
Principles of Explanation in Human-AI Systems. CoRR (2021)
Robert R. Hoffman, William J. Clancey, Shane T. Mueller
Explaining AI as an Exploratory Process: The Peircean Abduction Model. CoRR (2020)
Shane T. Mueller, Robert R. Hoffman, William J. Clancey, Abigail Emrey, Gary Klein
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI. CoRR (2019)
Robert R. Hoffman, Shane T. Mueller, Gary Klein, Jordan Litman
Metrics for Explainable AI: Challenges and Prospects. CoRR (2018)
Robert R. Hoffman, Tim Miller, Shane T. Mueller, Gary Klein, William J. Clancey
Explaining Explanation, Part 4: A Deep Dive on Deep Nets. IEEE Intell. Syst. 33 (3) (2018)
Robert R. Hoffman, Shane T. Mueller, Gary Klein
Explaining Explanation, Part 2: Empirical Foundations. IEEE Intell. Syst. 32 (4) (2017)
Robert R. Hoffman, Gary Klein
Explaining Explanation, Part 1: Theoretical Foundations. IEEE Intell. Syst. 32 (3) (2017)
Robert R. Hoffman, Peter A. Hancock
Measuring Resilience. Hum. Factors 59 (4) (2017)
Gary Klein, Ben Shneiderman, Robert R. Hoffman, Kenneth M. Ford
Why Expertise Matters: A Response to the Challenges. IEEE Intell. Syst. 32 (6) (2017)
Neil McBride, Robert R. Hoffman
Bridging the Ethical Gap: From Human Principles to Robot Instructions. IEEE Intell. Syst. 31 (5) (2016)
Robert R. Hoffman, Matthieu Branlat
To Know or Not to Know, What Is the Need? IEEE Intell. Syst. 31 (1) (2016)
Richard G. Schafermeyer, Robert R. Hoffman
Using Knowledge Libraries to Transfer Expert Knowledge. IEEE Intell. Syst. 31 (2) (2016)
David Z. Hambrick, Robert R. Hoffman
Expertise: A Second Look. IEEE Intell. Syst. 31 (4) (2016)
Patrick Crispen, Robert R. Hoffman
How Many Experts? IEEE Intell. Syst. 31 (6) (2016)
Robert R. Hoffman, Paul Ward
Mentoring: A Leverage Point for Intelligent Systems? IEEE Intell. Syst. 30 (5) (2015)
Peter A. Hancock, Robert R. Hoffman
Keeping Up with Intelligent Technology. IEEE Intell. Syst. 30 (1) (2015)
Larry Bunch, Jeffrey M. Bradshaw, Robert R. Hoffman, Matthew Johnson
Principles for Human-Centered Interaction Design, Part 2: Can Humans and Machines Think Together? IEEE Intell. Syst. 30 (3) (2015)
Kevin B. Bennett, Robert R. Hoffman
Principles for Interaction Design, Part 3: Spanning the Creativity Gap. IEEE Intell. Syst. 30 (6) (2015)
Randolph G. Bias, Brian M. Moon, Robert R. Hoffman
Concept Mapping Usability Evaluation: An Exploratory Study of a New Usability Inspection Method. Int. J. Hum. Comput. Interact. 31 (9) (2015)
Robert R. Hoffman, John K. Hawley, Jeffrey M. Bradshaw
Myths of Automation, Part 2: Some Very Human Consequences. IEEE Intell. Syst. 29 (2) (2014)
Matthew Johnson, Jeffrey M. Bradshaw, Robert R. Hoffman, Paul J. Feltovich, David D. Woods
Seven Cardinal Virtues of Human-Machine Teamwork: Examples from the DARPA Robotic Challenge. IEEE Intell. Syst. 29 (6) (2014)
Gary Klein, Louise Rasmussen, Mei-Hua Lin, Robert R. Hoffman, Jason Case
Influencing Preferences for Different Types of Causal Explanation of Complex Events. Hum. Factors 56 (8) (2014)
Thomas C. Eskridge, David Still, Robert R. Hoffman
Principles for Human-Centered Interaction Design, Part 1: Performative Systems. IEEE Intell. Syst. 29 (4) (2014)
Robert R. Hoffman, Matthew Johnson, Jeffrey M. Bradshaw, Al Underbrink
Trust in Automation. IEEE Intell. Syst. 28 (1) (2013)
Jeffrey M. Bradshaw, Robert R. Hoffman, David D. Woods, Matthew Johnson
The Seven Deadly Myths of "Autonomous Systems". IEEE Intell. Syst. 28 (3) (2013)
Elizabeth S. Veinott, James Leonard, Elizabeth Lerner Papautsky, Brandon Perelman, Aleksandra 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
The effect of camera perspective and session duration on training decision making in a serious video game. IGIC (2013)
Randolph G. Bias, Robert R. Hoffman
Where's the Rigor in the Field of Usability Analysis? IEEE Intell. Syst. 28 (6) (2013)
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
Heuristica: Designing a serious game for improving decision making. IGIC (2013)
Robert R. Hoffman, Michael J. McCloskey
Envisioning Desirements. IEEE Intell. Syst. 28 (4) (2013)
Wayne Zachary, Robert R. Hoffman, Beth Crandall, Tom Miller, Christopher Nemeth
"Rapidized" cognitive task analysis. IEEE Intell. Syst. 27 (2) (2012)
Marco M. Carvalho, Jeffrey M. Bradshaw, Larry Bunch, Thomas C. Eskridge, Paul J. Feltovich, Robert R. Hoffman, Dan Kidwell
Command and Control Requirements for Moving-Target Defense. IEEE Intell. Syst. 27 (3) (2012)
Emily S. Patterson, Robert R. Hoffman
Visualization framework of macrocognition functions. Cogn. Technol. Work. 14 (3) (2012)
Thomas C. Eskridge, Robert R. Hoffman
Ontology Creation as a Sensemaking Activity. IEEE Intell. Syst. 27 (5) (2012)
Robert R. Hoffman, David Ziebell, Paul J. Feltovich, Brian M. Moon, Stephen M. Fiore
Franchise Experts. IEEE Intell. Syst. 26 (5) (2011)
Robert R. Hoffman, David D. Woods
Beyond Simon's Slice: Five Fundamental Trade-Offs that Bound the Performance of Macrocognitive Work Systems. IEEE Intell. Syst. 26 (6) (2011)
Robert R. Hoffman, Gary Klein, Janet Miller
Naturalistic investigations and models of reasoning about complex indeterminate causation. Inf. Knowl. Syst. Manag. 10 (1-4) (2011)
Matthew Johnson, Jeffrey M. Bradshaw, Paul J. Feltovich, Robert R. Hoffman, Catholijn M. Jonker, Birna van Riemsdijk, Maarten Sierhuis
Beyond Cooperative Robotics: The Central Role of Interdependence in Coactive Design. IEEE Intell. Syst. 26 (3) (2011)
Robert R. Hoffman, Peter A. Hancock, Jeffrey M. Bradshaw
Metrics, Metrics, Metrics, Part 2: Universal Metrics? IEEE Intell. Syst. 25 (6) (2010)
Steven V. Deal, Robert R. Hoffman
The Practitioner's Cycles, Part 1: Actual World Problems. IEEE Intell. Syst. 25 (2) (2010)
Steven V. Deal, Robert R. Hoffman
The Practitioner's Cycles, Part 3: Implementation Opportunities. IEEE Intell. Syst. 25 (5) (2010)
Robert R. Hoffman, Steven V. Deal, Scott Potter, Emilie M. Roth
The Practitioner's Cycles, Part 2: Solving Envisioned World Problems. IEEE Intell. Syst. 25 (3) (2010)
Robert R. Hoffman, Kelly Neville, Jennifer Fowlkes
Using cognitive task analysis to explore issues in the procurement of intelligent decision support systems. Cogn. Technol. Work. 11 (1) (2009)
Robert R. Hoffman, Douglas O. Norman, Juris Vagners
"Complex Sociotechnical Joint Cognitive Work Systems"? IEEE Intell. Syst. 24 (3) (2009)
Pieter Jan Stappers, Robert R. Hoffman
Once More, Into the Soup. IEEE Intell. Syst. 24 (5) (2009)
Robert R. Hoffman, John D. Lee, David D. Woods, Nigel Shadbolt, Janet Miller, Jeffrey M. Bradshaw
The Dynamics of Trust in Cyberdomains. IEEE Intell. Syst. 24 (6) (2009)
Robert R. Hoffman, Paul J. Feltovich, Stephen M. Fiore, Gary Klein, David Ziebell
Accelerated Learning (?). IEEE Intell. Syst. 24 (2) (2009)
Robert R. Hoffman, David Ziebell, Stephen M. Fiore, Irma Becerra-Fernandez
Knowledge Management Revisited. IEEE Intell. Syst. 23 (3) (2008)
Kelly Neville, Robert R. Hoffman, Charlotte Linde, William C. Elm, Jennifer Fowlkes
The Procurement Woes Revisited. IEEE Intell. Syst. 23 (1) (2008)
Robert R. Hoffman, Peter A. Hancock, Morris Marx
Metrics, Metrics, Metrics: Negative Hedonicity. IEEE Intell. Syst. 23 (2) (2008)
Robert R. Hoffman
Influencing versus Informing Design, Part 2: Macrocognitive Modeling. IEEE Intell. Syst. 23 (6) (2008)
Robert R. Hoffman
Human Factors Contributions to Knowledge Elicitation. Hum. Factors 50 (3) (2008)
Robert R. Hoffman, Steven V. Deal
Influencing versus Informing Design, Part 1: A Gap Analysis. IEEE Intell. Syst. 23 (5) (2008)
Phillip A. Laplante, Robert R. Hoffman, Gary Klein
Antipatterns in the Creation of Intelligent Systems. IEEE Intell. Syst. 22 (1) (2007)
Jennifer Fowlkes, Kelly Neville, Robert R. Hoffman, Wayne Zachary
The Problem of Designing Complex Systems. Software Engineering Research and Practice (2007)
Wayne Zachary, Robert R. Hoffman, Kelly Neville, Jennifer Fowlkes
Human Total Cost of Ownership: The Penny Foolish Principle at Work. IEEE Intell. Syst. 22 (2) (2007)
Robert R. Hoffman, Stephen M. Fiore
Perceptual (Re)learning: A Leverage Point for Human-Centered Computing. IEEE Intell. Syst. 22 (3) (2007)
Gary Klein, Brian M. Moon, Robert R. Hoffman
Making Sense of Sensemaking 2: A Macrocognitive Model. IEEE Intell. Syst. 21 (5) (2006)
Gary Klein, Brian M. Moon, Robert R. Hoffman
Making Sense of Sensemaking 1: Alternative Perspectives. IEEE Intell. Syst. 21 (4) (2006)
John W. Coffey, Robert R. Hoffman, Alberto J. Cañas
Concept map-based knowledge modeling: perspectives from information and knowledge visualization. Inf. Vis. 5 (3) (2006)
Robert R. Hoffman, William C. Elm
HCC Implications for the Procurement Process. IEEE Intell. Syst. 21 (1) (2006)
Robert R. Hoffman, David D. Woods
Toward a Theory of Complex and Cognitive Systems. IEEE Intell. Syst. 20 (1) (2005)
Robert R. Hoffman, J. Frank Yates
Decision Making. IEEE Intell. Syst. 20 (4) (2005)
Robert R. Hoffman, Axel Roesler, Brian M. Moon
What Is Design in the Context of Human-Centered Computing? IEEE Intell. Syst. 19 (4) (2004)
Gary Klein, David D. Woods, Jeffrey M. Bradshaw, Robert R. Hoffman, Paul J. Feltovich
Ten Challenges for Making Automation a "Team Player" in Joint Human-Agent Activity. IEEE Intell. Syst. 19 (6) (2004)
Robert R. Hoffman, Patrick J. Hayes
The Pleasure Principle. IEEE Intell. Syst. 19 (1) (2004)
Paul J. Feltovich, Robert R. Hoffman, David D. Woods, Axel Roesler
Keeping It Too Simple: How the Reductive Tendency Affects Cognitive Engineering. IEEE Intell. Syst. 19 (3) (2004)
Robert R. Hoffman, Gavan Lintern, Susan Eitelman
The Janus Principle. IEEE Intell. Syst. 19 (2) (2004)
Philip Koopman, Robert R. Hoffman
Work-arounds, Make-work, and Kludges. IEEE Intell. Syst. 18 (6) (2003)
Robert R. Hoffman, Lewis F. Hanes
The Boiled Frog Problem. IEEE Intell. Syst. 18 (4) (2003)
Sidney W. A. Dekker, James M. Nyce, Robert R. Hoffman
From Contextual Inquiry to Designable Futures: What Do We Need to Get There? IEEE Intell. Syst. 18 (2) (2003)
John W. Coffey, Robert R. Hoffman
Knowledge modeling for the preservation of institutional memory. J. Knowl. Manag. 7 (3) (2003)
Robert R. Hoffman, Jeffrey M. Bradshaw, Patrick J. Hayes, Kenneth M. Ford
The Borg Hypothesis. IEEE Intell. Syst. 18 (5) (2003)
Gary Klein, Karol G. Ross, Brian M. Moon, Devorah E. Klein, Robert R. Hoffman, Erik Hollnagel
Macrocognition. IEEE Intell. Syst. 18 (3) (2003)
John M. Flach, Robert R. Hoffman
The Limitations of Limitations. IEEE Intell. Syst. 18 (1) (2003)
Mica R. Endsley, Robert R. Hoffman
The Sacagawea Principle. IEEE Intell. Syst. 17 (6) (2002)
Michael G. Shafto, Robert R. Hoffman
Guest Editors' Introduction: Human-Centered Computing at NASA. IEEE Intell. Syst. 17 (5) (2002)
Robert R. Hoffman, Paul J. Feltovich, Kenneth M. Ford, David D. Woods, Gary Klein, Anne Feltovich
A Rose by Any Other Name...Would Probably Be Given an Acronym. IEEE Intell. Syst. 17 (4) (2002)
Robert R. Hoffman, Patrick J. Hayes, Kenneth M. Ford, Peter A. Hancock
The Triples Rule. IEEE Intell. Syst. 17 (3) (2002)
Robert R. Hoffman, John W. Coffey, Patrick J. Hayes, Alberto J. Cañas, Kenneth M. Ford, Mary J. Carnot
One Small Step for a Diagram, One Giant Leap for Meaning. Diagrams (2002)
Robert R. Hoffman
Institutionalizing the Field of Expertise Studies and Its Applications to Computer Science. FLAIRS Conference (2002)
Robert R. Hoffman, Gary Klein, K. Ronald Laughery Jr.
The State of Cognitive Systems Engineering. IEEE Intell. Syst. 17 (1) (2002)
Robert R. Hoffman, Patrick J. Hayes, Kenneth M. Ford
Human-Centered Computing: Thinking In and Out of the Box. IEEE Intell. Syst. 16 (5) (2001)
Jeffrey M. Bradshaw, Niranjan Suri, Alberto J. Cañas, Robert Davis, Kenneth M. Ford, Robert R. Hoffman, Renia Jeffers, Thomas Reichherzer
Terraforming Cyberspace. Computer 34 (7) (2001)
Robert R. Hoffman, David D. Woods
Studying Cognitive Systems in Context: Preface to the Special Section. Hum. Factors 42 (1) (2000)
Robert R. Hoffman
AI models of verbal/conceptual analogy. J. Exp. Theor. Artif. Intell. 10 (2) (1998)
Robert R. Hoffman, Beth Crandall, Nigel Shadbolt
Use of the Critical Decision Method to Elicit Expert Knowledge: A Case Study in the Methodology of Cognitive Task Analysis. Hum. Factors 40 (2) (1998)
Robert R. Hoffman
Monster Analogies. AI Mag. 16 (3) (1995)
Robert R. Hoffman
The 1994 Florida AI Research Symposium. AI Mag. 15 (4) (1994)
Robert R. Hoffman
Constructivism versus realism, or constructivism and realism. J. Exp. Theor. Artif. Intell. 6 (4) (1994)
Robert R. Hoffman, Eric Dietrich
Expertise in Context: Report on the Third International Workshop on Human and Machine Cognition. AI Mag. 15 (4) (1994)
Robert R. Hoffman
A survey of methods for eliciting the knowledge of experts. SIGART Newsl. 108 (1989)
Robert R. Hoffman
The Problem of Extracting the Knowledge of Experts from the Perspective of Experimental Psychology. AI Mag. 8 (2) (1987)