Publications

2013

An open source approach to information scent

Bonnie E John, Calvin Swart, Rachel KE Bellamy, Marilyn Hughes Blackmon, Richard Brown
CHI’13 Extended Abstracts on Human Factors in Computing Systems, pp. 355–360, 2013

Human performance regression testing

Amanda Swearngin, Myra B Cohen, Bonnie E John, Rachel KE Bellamy
Proceedings of the 2013 International Conference on Software Engineering, pp. 152–161

2012

Tools for Predicting the Duration and Variability of Skilled Performance without Skilled Performers

B.E. John, E.W. Patton, W.D. Gray, D.F. Morrison
Proceedings of the Human Factors and Ergonomics Society Annual Meeting, pp. 985–989, 2012

Easing the generation of predictive human performance models from legacy systems

A. Swearngin, M. Cohen, B. John, R. Bellamy
Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems, pp. 2489–2498

Experiences with collaborative, distributed predictive human performance modeling

B. John, S. Starr, B. Utesch
Proceedings of the 2012 ACM annual conference extended abstracts on Human Factors in Computing Systems Extended Abstracts, pp. 437–452

Understanding the role of age and fluid intelligence in information search

S Trewin, J Richards, V Hanson, D Sloan, B John, C Swart, J Thomas
Proc. 14th International ACM SIGACCESS Conference on Computers and Accessibility, pp. 119-126, ACM, 2012

Age-specific predictive models of human performance

S Trewin, B John, J Richards, D Sloan, V Hanson, R Bellamy, J Thomas, C Swart
Proceedings of the 2012 annual conference extended abstracts on Human factors in computing systems, pp. 2267–2272

CogTool-Explorer: a model of goal-directed user exploration that considers information layout

L.H. Teo, B. John, M. Blackmon
Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems, pp. 2479–2488

Automated CPM-GOMS modeling from human data

E.W. Patton, W.D. Gray, B.E. John
Proceedings of the Human Factors and Ergonomics Society Annual Meeting, pp. 1005–1009, 2012

2011

Festschrift panel in honor of Stuart K. Card

E. Chi, P. Pirolli, B. John, J. Olson, D. Russel, T. Moran
Proceedings of the 2011 annual conference on Human factors in computing systems

Extending predictive models of exploratory behavior to broader populations

Shari Trewin, John Richards, Rachel Bellamy, Bonnie E John, Cal Swart, David Sloan
Universal Access in Human-Computer Interaction. Design for All and eInclusion, pp. 149–158, Springer, 2011

Deploying CogTool: Integrating quantitative usability assessment into real-world software development

R. Bellamy, B. John, S. Kogan
Software Engineering (ICSE), 2011 33rd International Conference on, pp. 691–700, ACM

Cognitive Crash Dummies: Predicting Performance from Early Prototypes (Tutorial)

Bonnie E. John
HCI International, 2011

#### Cognitive Crash Dummies: Predictive Human Performance Modeling for Interactive System Design (Tutorial)

Bonnie E. John
2011 Annual Conference on Human Factors in Computing Systems (CHI2011), ACM

A Quantitative Usability Assessment Method for Inclusion in Software Engineering Courses (Tutorial)

B E John
24th IEEE-CS Conference on Software Engineering Education and Training, 2011

Using predictive human performance models to inspire and support UI design recommendations

B E John
Proceedings of the 2011 Annual Conference on Human Factors in Computing Systems (CHI2011), pp. 983–986

The Evolution of a Goal-Directed Exploration Model: Effects of Information Scent and GoBack Utility on Successful Exploration

Leonghwee Teo, Bonnie E. John
Topics in Cognitive Science 3(1), 154-165, Wiley Online Library, 2011

2010

Towards a Tool for Keystroke Level Modeling of Skilled Screen Reading

S Trewin, B.E. John, J Richards, C Swart, J Brezin, and J Thomas
ASSETS ’10: Proc. 12th International ACM SIGACCESS Conference on Computers and Accessibility, pp. 27–34, 2010

Using CogTool to Model Programming Tasks

John Richards, Rachel Bellamy, Bonnie John, Cal Swart, John Thomas
Psychology of Programming Interest Group: Work in Progress, pp. 1, 2010

Towards a tool for keystroke level modeling of skilled screen reading

Shari Trewin, Bonnie E John, John Richards, Cal Swart, Jonathan Brezin, Rachel Bellamy, John Thomas
Proceedings of the 12th international ACM SIGACCESS conference on Computers and accessibility, pp. 27–34, ACM, 2010

The evolution of a goal-directed exploration model: Effects of information scent and go-back utility on successful exploration

L Teo, B E John
Proceedings of the 10th International Conference on Cognitive Modeling, pp. 253–258, 2010

Exploration of costs and benefits of predictive human performance modeling for design

B E John, T S Jastrzembski
Proceedings of the 10th International Conference on Cognitive Modeling, pp. 115–120, 2010

Using CogTool to model programming tasks

Rachel Bellamy, Bonnie John, John Richards, John Thomas
Evaluation and Usability of Programming Languages and Tools, pp. 1:1–1:6, ACM, 2010

Reducing the Variability between Novice Modelers: Results of a Tool for Human Performance Modeling Produced through Human-Centered Design

B E John
Behavior Representation in Modeling and Simulation (BRIMS), 2010

Designing for auditory web access: accessibility and cellphone users

Shari Trewin, Rachel Bellamy, John Thomas, Jonathan Brezin, John Richards, Cal Swart, Bonnie E John
W4A ’10: Proceedings of the 2010 International Cross Disciplinary Conference on Web Accessibility (W4A), pp. 1–4, ACM

Human performance modeling for all: importing UI prototypes into cogtool

Brett N Harris, Bonnie E John, Jonathan Brezin
Proceedings of the 28th of the international conference extended abstracts on Human factors in computing systems, pp. 3481–3486, ACM, 2010

Toward modeling auditory information seeking strategies on the web

Shari Trewin, John Richards, Rachel Bellamy, Bonnie E John, John Thomas, Cal Swart, Jonathan Brezin
CHI EA ’10: Proceedings of the 28th of the international conference extended abstracts on Human factors in computing systems, pp. 3973–3978, ACM, 2010

2009

Toward Cognitive Modeling for Predicting Usability

B John, S Suzuki
Human-Computer Interaction. New Trends, 267–276, Springer, 2009

2008

Models of Motor Control and Performance

W D Gray, D A Rosenbaum, B J Martin, M D Byrne, B E John, U Raschke
Human Factors and Ergonomics Society Annual Meeting Proceedings, pp. 903–906, 2008

Cogtool-explorer: towards a tool for predicting user interaction

L Teo, B E John
CHI’08 extended abstracts on Human factors in computing systems, pp. 2793–2798, 2008

Towards a tool for predicting goal-directed exploratory behavior

L Teo, B E John
Human Factors and Ergonomics Society Annual Meeting Proceedings, pp. 950–954, 2008

2007

Towards a tool for predicting user exploration

L Teo, B E John, P Pirolli
CHI’07 extended abstracts on Human factors in computing systems, pp. 2692, 2007

2006

Comparisons of keystroke-level model predictions to observed data

L Teo, B E John
CHI’06 extended abstracts on Human factors in computing systems, pp. 1426, 2006

High-level behavior representation languages revisited

F E Ritter, S R Haynes, M Cohen, A Howes, B John, B Best, C Lebiere, R M Jones, J Crossman, R L Lewis, others
Proceedings of ICCM-2006-Seventh International Conference on Cognitive Modeling, pp. 404–407

2005

Cognitive Human Performance Modeling by Demonstration

B E John
Human Factors and Ergonomics Society Annual Meeting Proceedings, pp. 1153–1156, 2005

Automating human-performance modeling at the millisecond level

A H Vera, B E John, R Remington, M Matessa, M A Freed
Human-Computer Interaction 20(3), 225–265, Taylor & Francis, 2005

#### Multipurpose prototypes for assessing user interfaces in pervasive computing systems

BE John, DD Salvucci
IEEE pervasive computing 4(4), 27–34, 2005