A Cognitive Model and Computer Tutor for Programming Recursion. - Peter Pirolli (Hum. Comput. Interact., 1986)

Motivating the Notion of Generic Design within Information-Processing Theory: The Design Problem Space. - Vinod Goel; Peter Pirolli (AI Mag., 1989)

Measuring Learning Strategies and Understanding: A Research Framework. - Peter Pirolli; Mark Wilson (Intelligent Tutoring Systems, 1992)

Student Strategies for Learning Programming from a Computational Environment. - Margaret M. Recker; Peter Pirolli (Intelligent Tutoring Systems, 1992)

Kurt VanLehn, Mind Bugs: The Origins of Procedural Misconceptions. - Peter Pirolli (Artif. Intell., 1992)

The Structure of Design Problem Spaces. - Vinod Goel; Peter Pirolli (Cogn. Sci., 1992)

The cost structure of sensemaking. - Daniel M. Russell; Mark Stefik; Peter Pirolli; Stuart K. Card (INTERCHI, 1993)

The cost-of-knowledge characteristic function: display evaluation for direct-walk dynamic information visualizations. - Stuart K. Card; Peter Pirolli; Jock D. Mackinlay (CHI Conference Companion, 1994)

A Focus+Context Technique Based on Hyperbolic Geometry for Visualizing Large Hierarchies. - John Lamping; Ramana Rao; Peter Pirolli (CHI, 1995)

Information Foraging in Information Access Environments. - Peter Pirolli; Stuart K. Card (CHI, 1995)

Xerox Site Report: Four TREC-4 Tracks. - Marti A. Hearst; Jan O. Pedersen 001; Peter Pirolli; Hinrich Schütze; Gregory Grefenstette; David A. Hull (TREC, 1995)

Table lens as a tool for making sense of data. - Peter Pirolli; Ramana Rao (AVI, 1996)

Silk from a Sow's Ear: Extracting Usable Structures from the Web. - Peter Pirolli; James E. Pitkow; Ramana Rao (CHI, 1996)

Scatter/Gather Browsing Communicates the Topic Structure of a Very Large Text Collection. - Peter Pirolli; Patricia K. Schank; Marti A. Hearst; Christine Diehl (CHI, 1996)

Computational Models of Information Scent-Following in a Very Large Browsable Text Collection. - Peter Pirolli (CHI, 1997)

Life, Death, and Lawfulness on the Electronic Frontier. - James E. Pitkow; Peter Pirolli (CHI, 1997)

AVI'96: an international workshop. - Peter Pirolli (ACM SIGCHI Bull., 1997)

Information foraging models of browsers for very large document spaces. - Peter Pirolli; Stuart K. Card (AVI, 1998)

Visualizing the Evolution of Web Ecologies. - Ed Huai-hsin Chi; James E. Pitkow; Jock D. Mackinlay; Peter Pirolli; Rich Gossweiler; Stuart K. Card (CHI, 1998)

Exploring Browser Design Trade-Offs Using a Dynamical Model of Optimal Information Foraging. - Peter Pirolli (CHI, 1998)

Mining Longest Repeating Subsequences to Predict World Wide Web Surfing. - James E. Pitkow; Peter Pirolli (USENIX Symposium on Internet Technologies and Systems, 1999)

Distributions of Surfers' Paths Through the World Wide Web: Empirical Characterizations. - Peter Pirolli; James E. Pitkow (World Wide Web, 1999)

The Effect of Information Scent on Searching - Information Visualization of Large Tree Structures. - Peter Pirolli; Stuart K. Card; Mija M. Van Der Wege (Advanced Visual Interfaces, 2000)

The scent of a site: a system for analyzing and predicting information scent, usage, and usability of a Web site. - Ed Huai-hsin Chi; Peter Pirolli; James E. Pitkow (CHI, 2000)

Information scent as a driver of Web behavior graphs: results of a protocol analysis method for Web usability. - Stuart K. Card; Peter Pirolli; Mija M. Van Der Wege; Julie Bauer Morrison; Robert W. Reeder; Pamela K. Schraedley; Jenea Boshart (CHI, 2001)

Using information scent to model user information needs and actions and the Web. - Ed Huai-hsin Chi; Peter Pirolli; Kim Chen; James E. Pitkow (CHI, 2001)

A taxonomic analysis of what world wide web activities significantly impact people's decisions and actions. - Julie Bauer Morrison; Peter Pirolli; Stuart K. Card (CHI Extended Abstracts, 2001)

Visual information foraging in a focus + context visualization. - Peter Pirolli; Stuart K. Card; Mija M. Van Der Wege (CHI, 2001)

WebEyeMapper and WebLogger: tools for analyzing eye tracking data collected in web-use studies. - Robert W. Reeder; Peter Pirolli; Stuart K. Card (CHI Extended Abstracts, 2001)

Using thumbnails to search the Web. - Allison Woodruff; Andrew Faulring; Ruth Rosenholtz; Julie Morrsion; Peter Pirolli (CHI, 2001)

A user-tracing architecture for modeling interaction with the world wide web. - Peter Pirolli; Wai-Tat Fu; Robert W. Reeder; Stuart K. Card (AVI, 2002)

A comparison of the use of text summaries, plain thumbnails, and enhanced thumbnails for Web search tasks. - Allison Woodruff; Ruth Rosenholtz; Julie Bauer Morrison; Andrew Faulring; Peter Pirolli (J. Assoc. Inf. Sci. Technol., 2002)

SNIF-ACT: A Model of Information Foraging on the World Wide Web. - Peter Pirolli; Wai-Tat Fu (User Modeling, 2003)

The effects of information scent on visual search in the hyperbolic tree browser. - Peter Pirolli; Stuart K. Card; Mija M. Van Der Wege (ACM Trans. Comput. Hum. Interact., 2003)

Rational Analyses of Information Foraging on the Web. - Peter Pirolli (Cogn. Sci., 2005)

Navigation in degree of interest trees. - Raluca Budiu; Peter Pirolli; Michael Fleetwood (AVI, 2006)

"It's about the information stupid!": why we need a separate field of human-information interaction. - William Jones 001; Peter Pirolli; Stuart K. Card; Raya Fidel; Nahum D. Gershon; Peter Morville; Bonnie A. Nardi; Daniel M. Russell (CHI Extended Abstracts, 2006)

Towards a tool for predicting user exploration. - Leonghwee Teo; Bonnie E. John; Peter Pirolli (CHI Extended Abstracts, 2007)

Aspects of Augmented Social Cognition: Social Information Foraging and Social Search. - Ed Huai-hsin Chi; Peter Pirolli; Shyong K. Lam (HCI (15), 2007)

Modeling Information Scent: A Comparison of LSA, PMI and GLSA Similarity Measures on Common Tests and Corpora. - Raluca Budiu; Christiaan Royer; Peter Pirolli (RIAO, 2007)

SNIF-ACT: A Cognitive Model of User Navigation on the World Wide Web. - Wai-Tat Fu; Peter Pirolli (Hum. Comput. Interact., 2007)

Augmented Social Cognition. - Ed H. Chi; Peter Pirolli; Bongwon Suh; Aniket Kittur; Bryan A. Pendleton; Todd Mytkowicz (AAAI Spring Symposium: Social Information Processing, 2008)

A Probabilistic Model of Semantics in Social Information Foraging. - Peter Pirolli (AAAI Spring Symposium: Social Information Processing, 2008)

SparTag.us: a low cost tagging system for foraging of web content. - Lichan Hong; Ed Huai-hsin Chi; Raluca Budiu; Peter Pirolli; Les Nelson (AVI, 2008)

Sensemaking. - Daniel M. Russell; George W. Furnas; Mark Stefik; Stuart K. Card; Peter Pirolli (CHI Extended Abstracts, 2008)

The CACHE Study: Group Effects in Computer-supported Collaborative Analysis. - Gregorio Convertino; Dorrit Billman; Peter Pirolli; J. P. Massar; Jeff Shrager (Comput. Support. Cooperative Work., 2008)

Investigating the Roles of Knowledge and Cognitive Abilities in Older Adult Information Seeking on the Web. - Joseph Sharit; Mario A. Hernández; Sara J. Czaja; Peter Pirolli (ACM Trans. Comput. Hum. Interact., 2008)

Remembrance of things tagged: how tagging effort affects tag production and human memory. - Raluca Budiu; Peter Pirolli; Lichan Hong (CHI, 2009)

Exploring the cognitive consequences of social search. - Brynn M. Evans; Sanjay Kairam; Peter Pirolli (CHI Extended Abstracts, 2009)

Signpost from the masses: learning effects in an exploratory social tag search browser. - Yvonne Kammerer; Rowan Nairn; Peter Pirolli; Ed Huai-hsin Chi (CHI, 2009)

With a little help from my friends: examining the impact of social annotations in sensemaking tasks. - Les Nelson; Christoph Held; Peter Pirolli; Lichan Hong; Diane J. Schiano; Ed H. Chi (CHI, 2009)

An elementary social information foraging model. - Peter Pirolli (CHI, 2009)

So you know you're getting the best possible information: a tool that increases Wikipedia credibility. - Peter Pirolli; Evelin Wollny; Bongwon Suh (CHI, 2009)

Sensemaking workshop CHI 2009. - Daniel M. Russell; Peter Pirolli; George W. Furnas; Stuart K. Card; Mark Stefik (CHI Extended Abstracts, 2009)

Making Sense of Sensemaking in the Digital World. - Peter Pirolli (EC-TEL, 2009)

Activity Awareness and Social Sensemaking 2.0: Design of a Task Force Workspace. - Gregorio Convertino; Lichan Hong; Les Nelson; Peter Pirolli; Ed H. Chi (HCI (16), 2009)

Impact on Performance and Process by a Social Annotation System: A Social Reading Experiment. - Les Nelson; Gregorio Convertino; Peter Pirolli; Lichan Hong; Ed H. Chi (HCI (16), 2009)

The singularity is not near: slowing growth of Wikipedia. - Bongwon Suh; Gregorio Convertino; Ed H. Chi; Peter Pirolli (Int. Sym. Wikis, 2009)

Powers of 10: Modeling Complex Information-Seeking Systems at Multiple Scales. - Peter Pirolli (Computer, 2009)

Information Foraging. - Peter Pirolli (Encyclopedia of Database Systems, 2009)

Want to be Retweeted? Large Scale Analytics on Factors Impacting Retweet in Twitter Network. - Bongwon Suh; Lichan Hong; Peter Pirolli; Ed H. Chi (SocialCom/PASSAT, 2010)

Scientific Foundations: A Case for Technology- Mediated Social- Participation Theory. - Robert E. Kraut; Mary Lou Maher; Judith S. Olson; Thomas W. Malone; Peter Pirolli; John C. Thomas (Computer, 2010)

Cyberinfrastructure for Social Action on National Priorities. - Peter Pirolli; Jenny Preece; Ben Shneiderman (Computer, 2010)

Do your friends make you smarter?: An analysis of social strategies in online information seeking. - Brynn M. Evans; Sanjay Kairam; Peter Pirolli (Inf. Process. Manag., 2010)

Soccer Science and the Bayes Community: Exploring the Cognitive Implications of Modern Scientific Communication. - Jeff Shrager; Dorrit Billman; Gregorio Convertino; J. P. Massar; Peter Pirolli (Top. Cogn. Sci., 2010)

From slacktivism to activism: participatory culture in the age of social media. - Dana Rotman; Sarah Vieweg; Sarita Yardi; Ed Huai-hsin Chi; Jenny Preece; Ben Shneiderman; Peter Pirolli; Tom Glaisyer (CHI Extended Abstracts, 2011)

Finding Credible Information Sources in Social Networks Based on Content and Social Structure. - Kevin Robert Canini; Bongwon Suh; Peter Pirolli (SocialCom/PASSAT, 2011)

Realizing the value of social media requires innovative computing research. - Ben Shneiderman; Jennifer Preece; Peter Pirolli (Commun. ACM, 2011)

Introduction to this Special Issue on Sensemaking. - Peter Pirolli; Daniel M. Russell (Hum. Comput. Interact., 2011)

Unbiased learning of controversial topics. - V. G. Vinod Vydiswaran; ChengXiang Zhai; Dan Roth; Peter Pirolli (ASIST, 2012)

Understanding experts' and novices' expertise judgment of twitter users. - Qingzi Vera Liao; Claudia Wagner 001; Peter Pirolli; Wai-Tat Fu (CHI, 2012)

BiasTrust: teaching biased users about controversial topics. - V. G. Vinod Vydiswaran; ChengXiang Zhai; Dan Roth; Peter Pirolli (CIKM, 2012)

Cognitive Biases in a Geospatial Intelligence Analysis Task: An ACT-R Model. - Jaehyon Paik; Peter Pirolli; Christian Lebiere; Matthew Rutledge-Taylor (CogSci, 2012)

Why You Are More Engaged: Factors Influencing Twitter Engagement in Occupy Wall Street. - Jilin Chen; Peter Pirolli (ICWSM, 2012)

It's Not in Their Tweets: Modeling Topical Expertise of Twitter Users. - Claudia Wagner 001; Vera Liao; Peter Pirolli; Les Nelson; Markus Strohmaier (SocialCom/PASSAT, 2012)

Thermodynamic Principles in Social Collaborations - Huan-Kai Peng; Ying Zhang; Peter Pirolli; Tad Hogg (CoRR, 2012)

Informavores: Active information foraging and human cognition. - Douglas Markant; Todd M. Gureckis; Björn Meder; Jonathan D. Nelson; Peter Pirolli; Chen Yu 001 (CogSci, 2013)

A Functional Model of Sensemaking in a Neurocognitive Architecture. - Christian Lebiere; Peter Pirolli; Robert Thomson 001; Jaehyon Paik; Matthew Rutledge-Taylor; James Staszewski; John R. Anderson (Comput. Intell. Neurosci., 2013)

A knowledge-tracing model of learning from a social tagging system. - Peter Pirolli; Sanjay Kairam (User Model. User Adapt. Interact., 2013)

Learning to Prognostically Forage in a Neural Network Model of the Interactions between Neuromodulators and Prefrontal Cortex. - Suhas E. Chelian; Matthias D. Ziegler; Peter Pirolli; Rajan Bhattacharyya (BICA, 2014)

Interaction science SIG: overcoming challenges. - Andrew Howes 001; Benjamin R. Cowan; Christian P. Janssen; Anna Louise Cox; Paul A. Cairns; Anthony J. Hornof; Stephen J. Payne; Peter Pirolli (CHI Extended Abstracts, 2014)

Seeking answers, making sense, changing lifestyles: cognitive models of human-information interaction. - Peter Pirolli (IIiX, 2014)

Efficacy of a Smartphone System to Support Groups in Behavior Change Programs. - Honglu Du; G. Michael Youngblood; Peter Pirolli (Wireless Health, 2014)

Finding the Adaptive Sweet Spot: Balancing Compliance and Achievement in Automated Stress Reduction. - Artie Konrad; Victoria Bellotti; Nicole Crenshaw; Simon Tucker; Les Nelson; Honglu Du; Peter Pirolli; Steve Whittaker 001 (CHI, 2015)

Reinforcement learning and instance-based learning approaches to modeling human decision making in a prognostic foraging task. - Suhas E. Chelian; Jaehyon Paik; Peter Pirolli; Christian Lebiere; Rajan Bhattacharyya (ICDL-EPIROB, 2015)

ACT-R models of information foraging in geospatial intelligence tasks. - Jaehyon Paik; Peter Pirolli (Comput. Math. Organ. Theory, 2015)

Overcoming bias to learn about controversial topics. - V. G. Vinod Vydiswaran; ChengXiang Zhai; Dan Roth; Peter Pirolli (J. Assoc. Inf. Sci. Technol., 2015)

Reinforcement Learning and Counterfactual Reasoning Explain Adaptive Behavior in a Changing Environment. - Yunfeng Zhang; Jaehyon Paik; Peter Pirolli (Top. Cogn. Sci., 2015)

Acceptability of a team-based mobile health (mHealth) application for lifestyle self-management in individuals with chronic illnesses. - Andrea L. Hartzler; Anusha Venkatakrishnan; Shiwali Mohan; Michael Silva; Paula Lozano; James D. Ralston; Evette Ludman; Dori Rosenberg; Katherine M. Newton; Les Nelson; Peter Pirolli (EMBC, 2016)

From good intentions to healthy habits: Towards integrated computational models of goal striving and habit formation. - Peter Pirolli (EMBC, 2016)

On Designing a Social Coach to Promote Regular Aerobic Exercise. - Shiwali Mohan; Anusha Venkatakrishnan; Michael Silva; Peter Pirolli (AAAI, 2017)

Sensemaking in a Senseless World: 2018 Workshop Abstract. - Daniel M. Russell; Gregorio Convertino; Aniket Kittur; Peter Pirolli; Elizabeth Anne Watkins (CHI Extended Abstracts, 2018)

Multi-scale Resolution of Cognitive Architectures: A Paradigm for Simulating Minds and Society. - Mark G. Orr; Christian Lebiere; Andrea Stocco 002; Peter Pirolli; Bianica Pires; William G. Kennedy (SBP-BRiMS, 2018)

Adapting Information Search Tools for use by Health Consumers: Challenges and Lessons for Software Designers. - Mario A. Hernández; Joseph Sharit; Peter Pirolli; Sara J. Czaja (Int. J. Hum. Comput. Interact., 2018)

Information Foraging. - Peter Pirolli (Encyclopedia of Database Systems (2nd ed.), 2018)

Interpretable AI for Well-Being Using Mobile Health. - Peter Pirolli (AAAI Spring Symposium: Interpretable AI for Well-being, 2019)

Multi-scale resolution of neural, cognitive and social systems. - Mark G. Orr; Christian Lebiere; Andrea Stocco 002; Peter Pirolli; Bianica Pires; William G. Kennedy (Comput. Math. Organ. Theory, 2019)

Physical Exercise Recommendation and Success Prediction Using Interconnected Recurrent Neural Networks. - Arash Golibagh Mahyari; Peter Pirolli (ICDH, 2021)

Mining Online Social Media to Drive Psychologically Valid Agent Models of Regional Covid-19 Mask Wearing. - Peter Pirolli; Kathleen M. Carley; Adam Dalton 001; Bonnie J. Dorr; Christian Lebiere; Michael K. Martin; Brodie Mather; Konstantinos Mitsopoulos; Mark G. Orr; Tomek Strzalkowski (SBP-BRiMS, 2021)

Real-Time Learning from An Expert in Deep Recommendation Systems with Marginal Distance Probability Distribution. - Arash Golibagh Mahyari; Peter Pirolli; Jacqueline A. LeBlanc (CoRR, 2021)

Scaffolding the Mastery of Healthy Behaviors with Fittle+ Systems: Evidence-Based Interventions and Theory. - Peter Pirolli; G. Michael Youngblood; Honglu Du; Artie Konrad; Les Nelson; Aaron Springer (Hum. Comput. Interact., 2021)

Real-Time Learning from an Expert in Deep Recommendation Systems with Application to mHealth for Physical Exercises. - Arash Golibagh Mahyari; Peter Pirolli; Jacqueline A. LeBlanc (IEEE J. Biomed. Health Informatics, 2022)

Toward a Psychology of Deep Reinforcement Learning Agents Using a Cognitive Architecture. - Konstantinos Mitsopoulos; Sterling Somers; Joel Schooler; Christian Lebiere; Peter Pirolli; Robert Thomson 001 (Top. Cogn. Sci., 2022)

Masking Behaviors in Epidemiological Networks with Cognitively-plausible Reinforcement Learning. - Konstantinos Mitsopoulos; Lawrence Baker; Christian Lebiere; Peter Pirolli; Mark G. Orr; Raffaele Vardavas (CoRR, 2023)

Cognitive Models for Machine Theory of Mind. - Christian Lebiere; Peter Pirolli; Matthew Johnson; Michael K. Martin; Donald Morrison (Top. Cogn. Sci., 2025)