Effects of Uncertainty and Cognitive Load on User Trust in Predictive Decision Making

An integrative model of organizational trust

Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995) · The Academy of Management Review · doi:10.2307/258792 · Cited by 10,736 · see citing works

Trust in Automation: Designing for Appropriate Reliance

Lee, J. D., & See, K. A. (2004) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1518/hfes.46.1.50_30392 · Cited by 6,605 · cited 2× · see citing works

Trust in Automation: Integrating Empirical Evidence on Factors That Influence Trust

Hoff, K. A., & Bashir, M. (2015) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720814547570 · Cited by 2,817 · see citing works

An integrative model of organizational trust: past, present, and future

Schoorman, F. D., Mayer, R. C., & Davis, J. H. (2007) · Academy of Management Review · doi:10.5465/amr.2007.24348410 · Cited by 2,794 · see citing works

Explaining prediction models and individual predictions with feature contributions

Štrumbelj, E., & Kononenko, I. (2014) · Knowledge and Information Systems · doi:10.1007/s10115-013-0679-x · Cited by 2,286 · see citing works

Situation Awareness, Mental Workload, and Trust in Automation: Viable, Empirically Supported Cognitive Engineering Constructs

Parasuraman, R., Sheridan, T., & Wickens, C. (2008) · Journal of Cognitive Engineering and Decision Making · doi:10.1518/155534308x284417 · Cited by 729 · see citing works

Intelligent agent transparency in human–agent teaming for multi-UxV management

Mercado, J. E., Rupp, M. A., Chen, J. Y. C., Barnes, M. J., Barber, D., & Procci, K. (2016) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720815621206 · Cited by 403 · see citing works

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models

Krause, J., Perer, A., & Ng, K. (2016) · Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems · doi:10.1145/2858036.2858529 · Cited by 390 · see citing works

Psychophysiology and adaptive automation

Byrne, E. A., & Parasuraman, R. (1996) · Biological Psychology · doi:10.1016/0301-0511(95)05161-9 · Cited by 360 · cited 1× · see citing works

Adaptive automation, trust, and self-confidence in fault management of time-critical tasks.

Moray, N. P., Inagaki, T., & Itoh, M. (2000) · Journal of Experimental Psychology Applied · doi:10.1037//1076-898x.6.1.44 · Cited by 345 · see citing works

The effect of cognitive load on economic decision making: A survey and new experiments

Deck, C., & Jahedi, S. (2015) · European Economic Review · doi:10.1016/j.euroecorev.2015.05.004 · Cited by 304 · see citing works

Improving the Driver–Automation Interaction

Beller, J., Heesen, M., & Vollrath, M. (2013) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720813482327 · Cited by 283 · see citing works

adaptive aiding for human/computer control

Rouse, W. B. (1988) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/001872088803000405 · Cited by 252 · see citing works

Adaptive automation, trust, and self-confidence in fault management of time-critical tasks.

Moray, N., Inagaki, T., & Itoh, M. (2000) · Journal of Experimental Psychology Applied · doi:10.1037/1076-898x.6.1.44 · Cited by 234 · see citing works

Adaptive Aiding of Human-Robot Teaming: Effects of Imperfect Automation on Performance, Trust, and Workload

de Visser, E., & Parasuraman, R. (2011) · Journal of Cognitive Engineering and Decision Making · doi:10.1177/1555343411410160 · Cited by 207 · see citing works

Robust Multimodal Cognitive Load Measurement

Chen, F., Zhou, J. J., Wang, Y., Yu, K., Arshad, S. Z., Khawaji, A., & Conway, D. (2016) · Human-computer interaction series · doi:10.1007/978-3-319-31700-7 · Cited by 193 · see citing works

The Cry Wolf Effect and Weather‐Related Decision Making

LeClerc, J. E., & Joslyn, S. L. (2015) · Risk Analysis · doi:10.1111/risa.12336 · Cited by 173 · see citing works

Graphical Communication of Uncertain Quantities to Nontechnical People

Ibrekk, H., & Morgan, M. G. (1987) · Risk Analysis · doi:10.1111/j.1539-6924.1987.tb00488.x · Cited by 159 · see citing works

Determinants of system transparency and its influence on trust in and reliance on unmanned robotic systems

Ososky, S., Sanders, T., Jentsch, F., Hancock, P., & Chen, J. Y. C. (2014) · Defense + Security Symposium · doi:10.1117/12.2050622 · Cited by 101 · see citing works

Effects of Information Availability on Command-and-Control Decision Making

Marusich, L. R., Bakdash, J. Z., Onal, E., Yu, M. S., Schaffer, J., O’Donovan, J., Höllerer, T., Buchler, N., & González, C. (2016) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720815619515 · Cited by 76 · see citing works

Water pipe condition assessment: a hierarchical beta process approach for sparse incident data

Li, Z., Zhang, B., Wang, Y., et al. (2013) · Machine Learning · doi:10.1007/s10994-013-5386-z · Cited by 71 · see citing works

Measurement of trust in complex and dynamic systems using a quantitative approach

Uggirala, A., Gramopadhye, A. K., Melloy, B. J., & Toler, J. E. (2004) · International Journal of Industrial Ergonomics · doi:10.1016/j.ergon.2004.03.005 · Cited by 55 · see citing works

Measurable Decision Making with GSR and Pupillary Analysis for Intelligent User Interface

Zhou, J. J., Sun, J., Chen, F., Wang, Y., Taib, R., Khawaji, A., & Li, Z. (2015) · ACM Transactions on Computer-Human Interaction · doi:10.1145/2687924 · Cited by 53 · see citing works

Visualizing Uncertainty

Kirschenbaum, S. S., Trafton, J. G., Schunn, C. D., et al. (2013) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720813498093 · Cited by 50 · see citing works

The Effect of Cognitive Load on Decision Making with Graphically Displayed Uncertainty Information

Allen, P., Edwards, J. A., Snyder, F. J., Makinson, K. A., & Hamby, D. M. (2013) · Risk Analysis · doi:10.1111/risa.12161 · Cited by 46 · see citing works

Optimal trust? Uncertainty as a determinant and limit to trust in inter‐firm alliances

Adobor, H. (2006) · Leadership & Organization Development Journal · doi:10.1108/01437730610692407 · Cited by 43 · see citing works

Investigating User Confidence for Uncertainty Presentation in Predictive Decision Making

Arshad, S. Z., Zhou, J., Bridon, C., Chen, F., & Wang, Y. (2015) · Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction · doi:10.1145/2838739.2838753 · Cited by 30 · see citing works

Making machine learning useable by revealing internal states update - a transparent approach

Zhou, J. J., Khawaja, M. A., Li, Z., Sun, J., Wang, Y., & Chen, F. (2016) · International Journal of Computational Science and Engineering · doi:10.1504/ijcse.2016.080214 · Cited by 27 · see citing works

Decision Making for Risk Management: A Comparison of Graphical Methods for Presenting Quantitative Uncertainty

Edwards, J. A., Snyder, F. J., Allen, P., Makinson, K. A., & Hamby, D. M. (2012) · Risk Analysis · doi:10.1111/j.1539-6924.2012.01839.x · Cited by 23 · see citing works

Trust and cognitive load in the text-chat environment: the role of mouse movement

Khawaji, A., Chen, F., Zhou, J., & Marcus, N. (2014) · Proceedings of the 26th Australian Computer-Human Interaction Conference on Designing Futures: the Future of Design · doi:10.1145/2686612.2686661 · Cited by 21 · see citing works

Making machine learning useable

Zhou, J. J., & Chen, F. (2015) · International Journal of Intelligent Systems Technologies and Applications · doi:10.1504/ijista.2015.074069 · Cited by 19 · see citing works

Human-Centered Design of Decision-Support Systems

Smith, P. J., Beatty, R., Hayes, C. C., Larson, A. D., Geddes, N. D., & Dorneich, M. C. (2012) · CRC Press eBooks · doi:10.1201/b11963-ch-26 · Cited by 18 · see citing works

The Importance of Communicating Uncertainties in Forecasts: Overestimating the Risks from Winter Storm Juno

Winkler, R. L. (2015) · Risk Analysis · doi:10.1111/risa.12398 · Cited by 16 · see citing works

Interactive Mouse Stream as Real-Time Indicator of User's Cognitive Load

Arshad, S., Wang, Y., & Chen, F. (2015) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/2702613.2732723 · Cited by 8 · see citing works

Improving Drug Discovery Decision Making using Machine Learning and Graph Theory in QSAR Modeling

Helgee, E. A. (2010) · Cited by 5 · see citing works

Human-Centered Design of Decision-Support Systems

Geddes, N. D., Smith, P., & Beatty, R. (2009) · Human factors and ergonomics · doi:10.1201/9781420088861.ch13 · Cited by 4 · see citing works

User Methods and Approaches to Design Cognitive Systems

Candello, H. C. D. S. P. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-40409-7_23 · Cited by 2 · see citing works

Trusted Autonomy: Concept Development in Technology Foresight

Wheeler, S. (2015) · Cited by 1 · see citing works

Evaluating the quality of machine learning explanations: a survey on methods and metrics

Zhou, J., Gandomi, A. H., Chen, F., & Holzinger, A. (2021) · Electronics · doi:10.3390/electronics10050593 · Cited by 606 · see citing works

Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff

Bansal, G., Nushi, B., Kamar, E., Weld, D. S., Lasecki, W. S., & Horvitz, E. (2019) · Proceedings of the AAAI Conference on Artificial Intelligence · doi:10.1609/aaai.v33i01.33012429 · Cited by 284 · see citing works

Chatbot breakthrough in the 2020s? An ethical reflection on the trend of automated consultations in health care

Parviainen, J., & Rantala, J. (2022) · Medicine, Health Care and Philosophy · doi:10.1007/s11019-021-10049-w · Cited by 146 · see citing works

The effects of domain knowledge on trust in explainable AI and task performance: A case of peer-to-peer lending

Dikmen, M., & Burns, C. (2022) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2022.102792 · Cited by 116 · see citing works

Overview of the New Types of Intelligent Decision Support System

Zhou, F., Yang, B., Li, L., et al. (2008) · International Conference on Innovative Computing, Information and Control · doi:10.1109/icicic.2008.412 · Cited by 34 · see citing works

Design of intelligent decision support system based on artificial intelligence

Yang, Z. (2023) · International Conference on Internet of Things and Smart City (IoTSC) · doi:10.1117/12.2683893 · Cited by 2 · see citing works

Journal of Soft Computing and Decision Support Systems

Nilashi, P. D. M. (2015) · ADVANCED SCIENCES INDEX · Cited by 70 · see citing works

The need for wise decision making support systems (WDMSS) in developing future intelligent systems plenary paper

Groumpos, P. P. (2016) · 2016 ELEKTRO · doi:10.1109/elektro.2016.7512023 · Cited by 5 · see citing works

The role of functional prototyping in model validation

Jeffries, A., Kemp, E., Todd, E., et al. (1996) · doi:10.1109/iscnz.1996.555308