Shane T. Mueller

38 papers B 6Misc 1Journal 19Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Instructional applications and pedagogical alignment of digital technologies in construction education: A structured review. Adv. Eng. Informatics Xiaoyu Hou, Yifan Wang, Bo Xiao, Hexu Liu, Shane T. Mueller
2025	—	`conf`	Using LLMs, Knowledge Space Representations and Worked Examples to Support Adaptive Cybertraining in Construction Education. HCI (48) Shane T. Mueller, Katrina Carlson, Yifan Wang, Xiaoyu Hou, Zaid Alwashah, Hexu Liu, Bo Xiao
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	—	`conf`	Examining the Effectiveness of Different Assessments and Forecasts for Accurate Judgments of Learning in Engineering Classes. CSEDU (1) Christopher Cischke, Shane T. Mueller
2022	J	`jnl`	When Self-Driving Fails: Evaluating Social Media Posts Regarding Problems and Misconceptions about Tesla's FSD Mode. Multimodal Technol. Interact. Anne Linja, Tauseef Ibne Mamun, Shane T. Mueller
2021	—	`conf`	Assessing Clustering Methods to Establish Reliability and Consensus in Card Sorting Tasks. AHFE (17) Lamia Alam, Shane T. Mueller
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	—	`conf`	Developing an Adaptive Framework to Support Intelligence Analysis. HCI (31) Ashley F. McDermott, Elizabeth S. Veinott, Leonard Eusebi, Elizabeth T. Whitaker, Ethan Brantley Trewhitt, Shane T. Mueller, David A. Illingworth, Rick Thomas, Michael R. Dougherty, Sean L. Guarino
2021	J	`jnl`	Examining the effect of explanation on satisfaction and trust in AI diagnostic systems. BMC Medical Informatics Decis. Mak. Lamia Alam, 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`	Cognitive Anthropomorphism of AI: How Humans and Computers Classify Images. CoRR Shane T. Mueller
2020	J	`jnl`	Explaining AI as an Exploratory Process: The Peircean Abduction Model. CoRR Robert R. Hoffman, William J. Clancey, Shane T. Mueller
2019	—	`conf`	Development and Evaluation of a Model of Human Comfort and Cognitive Ability for Moderate Differences in Thermal Environment. HCI (LBP) Shane T. Mueller, Yin-Yin (Sarah) Tan, Isaac Flint
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
2019	B	`conf`	What makes a good explanation? Cognitive dimensions of explaining intelligent machines. CogSci Roberto Confalonieri, Tarek R. Besold, Tillman Weyde, Kathleen Creel, Tania Lombrozo, Shane T. Mueller, Patrick Shafto
2018	J	`jnl`	Cognitive perspectives on opinion dynamics: the role of knowledge in consensus formation, opinion divergence, and group polarization. J. Comput. Soc. Sci. Shane T. Mueller, Yin-Yin (Sarah) Tan
2018	B	`conf`	Equality in Dictator Games: Methodological Concerns in Interpreting Default-Mode Strategies and Norms for Equity. CogSci Caden Sumner, Samantha Verran, Shane T. Mueller
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
2018	B	`conf`	Testing the effectiveness of crossword games on immediate and delayed memory for scientific vocabulary and concepts. CogSci Shane T. Mueller, Elizabeth S. Veinott
2018	—	`conf`	The Tracer Method: The Dynamic Duo Combining Cognitive Task Analysis and Eye Tracking. CHI PLAY (Companion) Kaitlyn M. Roose, Elizabeth S. Veinott, Shane T. Mueller
2017	Misc	`conf`	Evaluating path planning in human-robot teams: Quantifying path agreement and mental model congruency. CogSIMA Brandon S. Perelman, Shane T. Mueller, Kristin E. Schaefer
2017	J	`jnl`	Explaining Explanation, Part 2: Empirical Foundations. IEEE Intell. Syst. Robert R. Hoffman, Shane T. Mueller, Gary Klein
2015	J	`jnl`	Development of the PEBL Traveling Salesman Problem Computerized Testbed. J. Probl. Solving Shane T. Mueller, Brandon S. Perelman, Yin-Yin Tan, Kejkaew Thanasuan
2015	B	`conf`	Improving Lexical Memory Access and Decision Making Processes Using Cognitive Word Games. CogSci Kejkaew Thanasuan, Shane T. Mueller
2012	B	`conf`	An Exploration of Crossword Skill. CogSci Kejkaew Thanasuan, Shane T. Mueller
2011	J	`jnl`	Adapting the task-taxon-task methodology to model the impact of chemical protective gear. Comput. Math. Organ. Theory Shane T. Mueller, Benjamin Simpkins, George Anno, Corey K. Fallon, Owen Price, Gene E. McClellan
2011	J	`jnl`	Improving Users' Mental Models of Intelligent Software Tools. IEEE Intell. Syst. Shane T. Mueller, Gary Klein
2011	B	`conf`	Tutorial on using the Psychology Experiment Building Language (PEBL) in the laboratory, the field, and the classroom. CogSci Shane T. Mueller
2010	—	`conf`	The calibration of trust in an automated system: A sensemaking process. CTS Corey K. Fallon, Anne K. G. Murphy, Laura Zimmerman, Shane T. Mueller
2009	—	`conf`	Cultural variations in collaborative decision making: driven by beliefs or social norms? IWIC Winston R. Sieck, Shane T. Mueller
2009	—	`conf`	Preface. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures Alexei V. Samsonovich, David C. Noelle, Shane T. Mueller
2008	—	`conf`	Adapting the Turing Test for Embodied Neurocognitive Evaluation of Biologically-Inspired Cognitive Agents. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures Shane T. Mueller, Brandon S. Minnery
2008	—	`conf`	Preface: Toward a Growing Computational Replica of the Human Mind. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures Alexei V. Samsonovich, Shane T. Mueller