Peter Pirolli

Orcid: 0000-0002-9018-4880

According to our database1, Peter Pirolli authored at least 104 papers between 1986 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Masking Behaviors in Epidemiological Networks with Cognitively-plausible Reinforcement Learning.
CoRR, 2023

2022
Toward a Psychology of Deep Reinforcement Learning Agents Using a Cognitive Architecture.
Top. Cogn. Sci., 2022

Real-Time Learning from an Expert in Deep Recommendation Systems with Application to mHealth for Physical Exercises.
IEEE J. Biomed. Health Informatics, 2022

2021
Scaffolding the Mastery of Healthy Behaviors with Fittle+ Systems: Evidence-Based Interventions and Theory.
Hum. Comput. Interact., 2021

Real-Time Learning from An Expert in Deep Recommendation Systems with Marginal Distance Probability Distribution.
CoRR, 2021

Mining Online Social Media to Drive Psychologically Valid Agent Models of Regional Covid-19 Mask Wearing.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2021

Physical Exercise Recommendation and Success Prediction Using Interconnected Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Digital Health, 2021

2019
Multi-scale resolution of neural, cognitive and social systems.
Comput. Math. Organ. Theory, 2019

Interpretable AI for Well-Being Using Mobile Health.
Proceedings of the Symposium Interpretable AI for Well-being: Understanding Cognitive Bias and Social Embeddedness co-located with Association for the Advancement of Artificial Intelligence 2019 Spring Symposium (AAAI-Spring Symposium 2019), 2019

2018
Information Foraging.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Adapting Information Search Tools for use by Health Consumers: Challenges and Lessons for Software Designers.
Int. J. Hum. Comput. Interact., 2018

Multi-scale Resolution of Cognitive Architectures: A Paradigm for Simulating Minds and Society.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2018

Sensemaking in a Senseless World: 2018 Workshop Abstract.
Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
On Designing a Social Coach to Promote Regular Aerobic Exercise.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
From good intentions to healthy habits: Towards integrated computational models of goal striving and habit formation.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Acceptability of a team-based mobile health (mHealth) application for lifestyle self-management in individuals with chronic illnesses.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Reinforcement Learning and Counterfactual Reasoning Explain Adaptive Behavior in a Changing Environment.
Top. Cogn. Sci., 2015

Overcoming bias to learn about controversial topics.
J. Assoc. Inf. Sci. Technol., 2015

ACT-R models of information foraging in geospatial intelligence tasks.
Comput. Math. Organ. Theory, 2015

Reinforcement learning and instance-based learning approaches to modeling human decision making in a prognostic foraging task.
Proceedings of the 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2015

Finding the Adaptive Sweet Spot: Balancing Compliance and Achievement in Automated Stress Reduction.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014
Efficacy of a Smartphone System to Support Groups in Behavior Change Programs.
Proceedings of the Wireless Health 2014, 2014

Seeking answers, making sense, changing lifestyles: cognitive models of human-information interaction.
Proceedings of the Fifth Information Interaction in Context Symposium, 2014

Interaction science SIG: overcoming challenges.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

Learning to Prognostically Forage in a Neural Network Model of the Interactions between Neuromodulators and Prefrontal Cortex.
Proceedings of the 5th Annual International Conference on Biologically Inspired Cognitive Architectures, 2014

2013
A knowledge-tracing model of learning from a social tagging system.
User Model. User Adapt. Interact., 2013

A Functional Model of Sensemaking in a Neurocognitive Architecture.
Comput. Intell. Neurosci., 2013

Informavores: Active information foraging and human cognition.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012
Thermodynamic Principles in Social Collaborations
CoRR, 2012

It's Not in Their Tweets: Modeling Topical Expertise of Twitter Users.
Proceedings of the 2012 International Conference on Privacy, 2012

Why You Are More Engaged: Factors Influencing Twitter Engagement in Occupy Wall Street.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Cognitive Biases in a Geospatial Intelligence Analysis Task: An ACT-R Model.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

BiasTrust: teaching biased users about controversial topics.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Understanding experts' and novices' expertise judgment of twitter users.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Unbiased learning of controversial topics.
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012

2011
Introduction to this Special Issue on Sensemaking.
Hum. Comput. Interact., 2011

Realizing the value of social media requires innovative computing research.
Commun. ACM, 2011

Finding Credible Information Sources in Social Networks Based on Content and Social Structure.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

From slacktivism to activism: participatory culture in the age of social media.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Soccer Science and the Bayes Community: Exploring the Cognitive Implications of Modern Scientific Communication.
Top. Cogn. Sci., 2010

Do your friends make you smarter?: An analysis of social strategies in online information seeking.
Inf. Process. Manag., 2010

Cyberinfrastructure for Social Action on National Priorities.
Computer, 2010

Scientific Foundations: A Case for Technology- Mediated Social- Participation Theory.
Computer, 2010

Want to be Retweeted? Large Scale Analytics on Factors Impacting Retweet in Twitter Network.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

2009
Information Foraging.
Proceedings of the Encyclopedia of Database Systems, 2009

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

The singularity is not near: slowing growth of Wikipedia.
Proceedings of the 2009 International Symposium on Wikis, 2009

Impact on Performance and Process by a Social Annotation System: A Social Reading Experiment.
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009

Activity Awareness and Social Sensemaking 2.0: Design of a Task Force Workspace.
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009

Making Sense of Sensemaking in the Digital World.
Proceedings of the Learning in the Synergy of Multiple Disciplines, 2009

Sensemaking workshop CHI 2009.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

So you know you're getting the best possible information: a tool that increases Wikipedia credibility.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

An elementary social information foraging model.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

With a little help from my friends: examining the impact of social annotations in sensemaking tasks.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Signpost from the masses: learning effects in an exploratory social tag search browser.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Exploring the cognitive consequences of social search.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Remembrance of things tagged: how tagging effort affects tag production and human memory.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2008
Investigating the Roles of Knowledge and Cognitive Abilities in Older Adult Information Seeking on the Web.
ACM Trans. Comput. Hum. Interact., 2008

The CACHE Study: Group Effects in Computer-supported Collaborative Analysis.
Comput. Support. Cooperative Work., 2008

Sensemaking.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

SparTag.us: a low cost tagging system for foraging of web content.
Proceedings of the working conference on Advanced Visual Interfaces, 2008

A Probabilistic Model of Semantics in Social Information Foraging.
Proceedings of the Social Information Processing, 2008

Augmented Social Cognition.
Proceedings of the Social Information Processing, 2008

2007
SNIF-ACT: A Cognitive Model of User Navigation on the World Wide Web.
Hum. Comput. Interact., 2007

Modeling Information Scent: A Comparison of LSA, PMI and GLSA Similarity Measures on Common Tests and Corpora.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30, 2007

Aspects of Augmented Social Cognition: Social Information Foraging and Social Search.
Proceedings of the Online Communities and Social Computing, 2007

Towards a tool for predicting user exploration.
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006
"It's about the information stupid!": why we need a separate field of human-information interaction.
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

Navigation in degree of interest trees.
Proceedings of the working conference on Advanced visual interfaces, 2006

2005
Rational Analyses of Information Foraging on the Web.
Cogn. Sci., 2005

2003
The effects of information scent on visual search in the hyperbolic tree browser.
ACM Trans. Comput. Hum. Interact., 2003

SNIF-ACT: A Model of Information Foraging on the World Wide Web.
Proceedings of the User Modeling 2003, 2003

2002
A comparison of the use of text summaries, plain thumbnails, and enhanced thumbnails for Web search tasks.
J. Assoc. Inf. Sci. Technol., 2002

A user-tracing architecture for modeling interaction with the world wide web.
Proceedings of the Working Conference on Advanced Visual Interfaces, 2002

2001
Using thumbnails to search the Web.
Proceedings of the CHI 2001 Conference on Human Factors in Computing Systems, Seattle, WA, USA, March 31, 2001

WebEyeMapper and WebLogger: tools for analyzing eye tracking data collected in web-use studies.
Proceedings of the CHI 2001 Extended Abstracts on Human Factors in Computing Systems, 2001

Visual information foraging in a focus + context visualization.
Proceedings of the CHI 2001 Conference on Human Factors in Computing Systems, Seattle, WA, USA, March 31, 2001

A taxonomic analysis of what world wide web activities significantly impact people's decisions and actions.
Proceedings of the CHI 2001 Extended Abstracts on Human Factors in Computing Systems, 2001

Using information scent to model user information needs and actions and the Web.
Proceedings of the CHI 2001 Conference on Human Factors in Computing Systems, Seattle, WA, USA, March 31, 2001

Information scent as a driver of Web behavior graphs: results of a protocol analysis method for Web usability.
Proceedings of the CHI 2001 Conference on Human Factors in Computing Systems, Seattle, WA, USA, March 31, 2001

2000
The scent of a site: a system for analyzing and predicting information scent, usage, and usability of a Web site.
Proceedings of the CHI 2000 Conference on Human factors in computing systems, 2000

The Effect of Information Scent on Searching - Information Visualization of Large Tree Structures.
Proceedings of the working conference on Advanced visual interfaces, 2000

1999
Distributions of Surfers' Paths Through the World Wide Web: Empirical Characterizations.
World Wide Web, 1999

Mining Longest Repeating Subsequences to Predict World Wide Web Surfing.
Proceedings of the 2nd USENIX Symposium on Internet Technologies and Systems, 1999

1998
Exploring Browser Design Trade-Offs Using a Dynamical Model of Optimal Information Foraging.
Proceedings of the Proceeding of the CHI '98 Conference on Human Factors in Computing Systems, 1998

Visualizing the Evolution of Web Ecologies.
Proceedings of the Proceeding of the CHI '98 Conference on Human Factors in Computing Systems, 1998

Information foraging models of browsers for very large document spaces.
Proceedings of the working conference on Advanced visual interfaces 1998, L'Aquila, Italy, May 24, 1998

1997
AVI'96: an international workshop.
ACM SIGCHI Bull., 1997

Life, Death, and Lawfulness on the Electronic Frontier.
Proceedings of the Human Factors in Computing Systems, 1997

Computational Models of Information Scent-Following in a Very Large Browsable Text Collection.
Proceedings of the Human Factors in Computing Systems, 1997

1996
Scatter/Gather Browsing Communicates the Topic Structure of a Very Large Text Collection.
Proceedings of the Conference on Human Factors in Computing Systems: Common Ground, 1996

Silk from a Sow's Ear: Extracting Usable Structures from the Web.
Proceedings of the Conference on Human Factors in Computing Systems: Common Ground, 1996

Table lens as a tool for making sense of data.
Proceedings of the workshop on Advanced visual interfaces 1996, 1996

1995
Xerox Site Report: Four TREC-4 Tracks.
Proceedings of The Fourth Text REtrieval Conference, 1995

Information Foraging in Information Access Environments.
Proceedings of the Human Factors in Computing Systems, 1995

A Focus+Context Technique Based on Hyperbolic Geometry for Visualizing Large Hierarchies.
Proceedings of the Human Factors in Computing Systems, 1995

1994
The cost-of-knowledge characteristic function: display evaluation for direct-walk dynamic information visualizations.
Proceedings of the Conference on Human Factors in Computing Systems, 1994

1993
The cost structure of sensemaking.
Proceedings of the Human-Computer Interaction, 1993

1992
The Structure of Design Problem Spaces.
Cogn. Sci., 1992

Kurt VanLehn, Mind Bugs: The Origins of Procedural Misconceptions.
Artif. Intell., 1992

Student Strategies for Learning Programming from a Computational Environment.
Proceedings of the Intelligent Tutoring Systems, Second International Conference, 1992

Measuring Learning Strategies and Understanding: A Research Framework.
Proceedings of the Intelligent Tutoring Systems, Second International Conference, 1992

1989
Motivating the Notion of Generic Design within Information-Processing Theory: The Design Problem Space.
AI Mag., 1989

1986
A Cognitive Model and Computer Tutor for Programming Recursion.
Hum. Comput. Interact., 1986


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