Reactive information foraging for evolving goals

Modern Information Retrieval

Baeza-Yates, R. A., & Ribeiro-Neto, B. A. (1999) · Cited by 11,498 · see citing works

Foundations of statistical natural language processing

Manning, C. D., & Schütze, H. (1999) · Cited by 9,816 · see citing works

A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge.

Landauer, T. K., & Dumais, S. T. (1997) · Psychological Review · doi:10.1037/0033-295x.104.2.211 · Cited by 6,282 · see citing works

The Adaptive Character of Thought

Massaro, D. W., Friedman, D., & Anderson, J. R. (1991) · The American Journal of Psychology · doi:10.2307/1423253 · Cited by 2,174 · see citing works

Untitled work

(1993) · Medical Entomology and Zoology · Cited by 1,882 · see citing works

Information foraging.

Pirolli, P. L. T., & Card, S. K. (1999) · Psychological Review · doi:10.1037/0033-295x.106.4.643 · Cited by 1,354 · see citing works

Towards a theory of the comprehension of computer programs

Brooks, R. (1983) · International Journal of Man-Machine Studies · doi:10.1016/s0020-7373(83)80031-5 · Cited by 756 · see citing works

An Exploratory Study of How Developers Seek, Relate, and Collect Relevant Information during Software Maintenance Tasks

Ko, A. J., Myers, B. A., Coblenz, M. J., & Aung, H. H. (2006) · IEEE Transactions on Software Engineering · doi:10.1109/tse.2006.116 · Cited by 685 · see citing works

What makes a good bug report?

Bettenburg, N., Just, S., Schröter, A., Weiß, C., Premraj, R., & Zimmermann, T. (2008) · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · doi:10.1145/1453101.1453146 · Cited by 622 · see citing works

Information Foraging Theory

Pirolli, P. L. T. (2007) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195173321.003.0001 · Cited by 484 · see citing works

Information foraging in information access environments

Pirolli, P., & Card, S. (1995) · Proceedings of the SIGCHI conference on Human factors in computing systems - CHI '95 · doi:10.1145/223904.223911 · Cited by 464 · see citing works

Using information scent to model user information needs and actions and the Web

Ed, H., Pirolli, P. L. T., Chen, K., & Pitkow, J. E. (2001) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/365024.365325 · Cited by 418 · see citing works

Information Foraging Theory

Pirolli, P. L. T. (2007) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195173321.001.0001 · Cited by 384 · see citing works

A large-scale study of the evolution of web pages

Fetterly, D., Manasse, M. S., Najork, M., & Wiener, J. L. (2003) · International World Wide Web Conference (WWW) · doi:10.1145/775152.775246 · Cited by 359 · see citing works

What Makes a Good Bug Report?

Zimmermann, T., Premraj, R., Bettenburg, N., Just, S., Schröter, A., & Weiß, C. (2010) · IEEE Transactions on Software Engineering · doi:10.1109/tse.2010.63 · Cited by 339 · see citing works

Hipikat: a project memory for software development

Čubranić, D., Murphy, G. C., Singer, J., & Booth, K. S. (2005) · IEEE Transactions on Software Engineering · doi:10.1109/tse.2005.71 · Cited by 324 · see citing works

Concern graphs

Robillard, M. P., & Murphy, G. C. (2002) · Proceedings/Proceedings - International Conference on Software Engineering · doi:10.1145/581339.581390 · Cited by 288 · see citing works

SNIF-ACT: A Cognitive Model of User Navigation on the World Wide Web

Fu, W., & Pirolli, P. L. T. (2007) · Human-Computer Interaction · doi:10.1080/07370020701638806 · Cited by 283 · see citing works

ScentTrails

Olston, C., & Ed, H. (2003) · ACM Transactions on Computer-Human Interaction · doi:10.1145/937549.937550 · Cited by 249 · see citing works

Automatically capturing source code context of NL-queries for software maintenance and reuse

Hill, E., Pollock, L., & Vijay‐Shanker, K. (2009) · doi:10.1109/icse.2009.5070524 · Cited by 215 · see citing works

Information scent as a driver of Web behavior graphs

Card, S. K., Pirolli, P. L. T., Wege, M. M. V. D., Morrison, J. B., Reeder, R. W., Schraedley-Desmond, P., & Boshart, J. (2001) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/365024.365331 · Cited by 167 · see citing works

Computational models of information scent-following in a very large browsable text collection

Pirolli, P. L. T. (1997) · doi:10.1145/258549.258558 · Cited by 166 · see citing works

A Linguistic Analysis of How People Describe Software Problems

Ko, A. J., Myers, B. A., & Chau, D. H. (2006) · doi:10.1109/vlhcc.2006.3 · Cited by 155 · see citing works

How Programmers Debug, Revisited: An Information Foraging Theory Perspective

Lawrance, J., Bogart, C., Burnett, M., Bellamy, R., Rector, K., & Fleming, S. D. (2013) · IEEE Transactions on Software Engineering · doi:10.1109/tse.2010.111 · Cited by 142 · see citing works

The bloodhound project

Ed, H., Rosien, A., Supattanasiri, G., Williams, A., Royer, C., Chow, C., Robles, E., Dalal, B., Chen, J. Y., & Cousins, S. (2003) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/642611.642699 · Cited by 128 · see citing works

Link analysis for Web spam detection

Becchetti, L., Castillo, C., Donato, D., Baeza-Yates, R. A., & Leonardi, S. (2008) · ACM Transactions on the Web · doi:10.1145/1326561.1326563 · Cited by 121 · see citing works

SNIF-ACT: A Cognitive Model of User Navigation on the World Wide Web

Fu, W., & Pirolli, P. L. T. (2007) · doi:10.21236/ada462156 · Cited by 97 · see citing works

Using information scent to model the dynamic foraging behavior of programmers in maintenance tasks

Lawrance, J., Bellamy, R., Burnett, M., & Rector, K. (2008) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/1357054.1357261 · Cited by 76 · see citing works

User Interface Engineering

Spool, J. M., Snyder, C., & Schroeder, W. (1995) · doi:10.1145/223355.223483 · Cited by 23 · see citing works

Scentindex: Conceptually Reorganizing Subject Indexes for Reading

Ed, H., Hong, L., Heiser, J., & Card, S. K. (2006) · IEEE Conference on Visual Analytics Science and Technology (VAST) · doi:10.1109/vast.2006.261418 · Cited by 14 · see citing works

Can information foraging pick the fix? A field study

Lawrance, J., Bellamy, R., Bumett, M., & Rector, K. (2008) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vlhcc.2008.4639059 · Cited by 13 · see citing works

Designing for Diagnosticity and Serendipity: An Investigation of Social Product-Search Mechanisms

Cheng, Y., Jiang, Z. J., & Benbasat, I. (2017) · Information Systems Research · doi:10.1287/isre.2017.0695 · Cited by 145 · see citing works

Portfolio

McMillan, C., Poshyvanyk, D., Grechanik, M., Xie, Q., & Fu, C. (2013) · ACM Transactions on Software Engineering and Methodology · doi:10.1145/2522920.2522930 · Cited by 86 · see citing works

An Information Foraging Theory Perspective on Tools for Debugging, Refactoring, and Reuse Tasks

Fleming, S. D., Scaffidi, C., Piorkowski, D., Burnett, M., Bellamy, R., Lawrance, J., & Kwan, I. (2013) · ACM Transactions on Software Engineering and Methodology · doi:10.1145/2430545.2430551 · Cited by 79 · see citing works

The whats and hows of programmers' foraging diets

Piorkowski, D. J., Fleming, S. D., Kwan, I., Burnett, M. M., Scaffidi, C., Bellamy, R. K. E., & Jordahl, J. (2013) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/2470654.2466418 · Cited by 61 · see citing works

Reactive information foraging: an empirical investigation of theory-based recommender systems for programmers

Piorkowski, D., Fleming, S., Scaffidi, C., Bogart, C., Burnett, M., John, B., Bellamy, R., & Swart, C. (2012) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/2207676.2208608 · Cited by 50 · see citing works

Foraging Among an Overabundance of Similar Variants

Ragavan, S. S., Kuttal, S. K., Hill, C., Sarma, A., Piorkowski, D., & Burnett, M. (2016) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2858036.2858469 · Cited by 49 · see citing works

The patchworks code editor: toward faster navigation with less code arranging and fewer navigation mistakes

Henley, A. Z., & Fleming, S. D. (2014) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/2556288.2557073 · Cited by 41 · see citing works

The future of software engineering

Burnett, M. (2010) · FSE/SDP Workshop on Future of Software Engineering Research (FoSER) · doi:10.1145/1882362.1882378 · Cited by 40 · see citing works

Modeling programmer navigation: A head-to-head empirical evaluation of predictive models

Piorkowski, D., Fleming, S. D., Scaffidi, C., John, L. K., Bogart, C., John, B. E., Burnett, M., & Bellamy, R. (2011) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vlhcc.2011.6070387 · Cited by 39 · see citing works

To fix or to learn? How production bias affects developers' information foraging during debugging

Piorkowski, D., Fleming, S. D., Scaffidi, C. P., Burnett, M., Kwan, I., Henley, A. Z., Macbeth, J., Hill, C., & Horvath, A. (2015) · IEEE International Conference on Software Maintenance (ICSM) · doi:10.1109/icsm.2015.7332447 · Cited by 37 · see citing works

Foraging and navigations, fundamentally: developers' predictions of value and cost

Piorkowski, D., Henley, A. Z., Nabi, T., Fleming, S. D., Scaffidi, C., & Burnett, M. (2016) · Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering · doi:10.1145/2950290.2950302 · Cited by 38 · see citing works

Non-programmers identifying functionality in unfamiliar code: strategies and barriers

Gross, P., & Kelleher, C. L. (2010) · Journal of Visual Languages & Computing · doi:10.1016/j.jvlc.2010.08.002 · Cited by 37 · see citing works

Information foraging as a foundation for code navigation (NIER track)

Niu, N., Mahmoud, A., & Bradshaw, G. L. (2011) · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · doi:10.1145/1985793.1985911 · Cited by 35 · see citing works

Departures from optimality: understanding human analyst's information foraging in assisted requirements tracing

Niu, N., Mahmoud, A., Chen, Z., & Bradshaw, G. L. (2013) · doi:10.5555/2486788.2486864 · Cited by 30 · see citing works

Predator behavior in the wild web world of bugs: An information foraging theory perspective

Kuttal, S. K., Sarma, A., & Rothermel, G. (2013) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vlhcc.2013.6645244 · Cited by 29 · see citing works

Characterizing the transfer of program comprehension in onboarding: an information-push perspective

Yates, R., Power, N., & Buckley, J. (2019) · Empirical Software Engineering · doi:10.1007/s10664-019-09741-6 · Cited by 22 · see citing works

Departures from optimality: Understanding human analyst's information foraging in assisted requirements tracing

Niu, N., Mahmoud, A., Chen, Z., & Bradshaw, G. L. (2013) · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · doi:10.1109/icse.2013.6606603 · Cited by 22 · see citing works

A Clustering-Based Approach to Enriching Code Foraging Environment

Niu, N., Jin, X., Niu, Z., Cheng, J.-R. C., Li, L., & Kataev, M. Y. (2015) · IEEE Transactions on Cybernetics · doi:10.1109/tcyb.2015.2419811 · Cited by 21 · see citing works

PFIS-V

Ragavan, S. S., Pandya, B., Piorkowski, D., Hill, C., Kuttal, S. K., Sarma, A., & Burnett, M. (2017) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3025818 · Cited by 16 · see citing works

Facilitating end-user developers by estimating time cost of foraging a webpage

Jin, X., Niu, N., & Wagner, M. (2017) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vlhcc.2017.8103447 · Cited by 14 · see citing works

How end-user programmers debug visual web-based programs: An information foraging theory perspective

Kuttal, S. K., Sarma, A., Burnett, M., Rothermel, G., Koeppe, I., & Shepherd, B. (2019) · Journal of Computer Languages · doi:10.1016/j.cola.2019.04.003 · Cited by 14 · see citing works

Towards a Model of API Learning

Kelleher, C. L., & Ichinco, M. (2019) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vlhcc.2019.8818850 · Cited by 15 · see citing works

How end-user programmers forage in online repositories? An information foraging perspective

Kuttal, S. K., Kim, S. Y., Martos, C., & Bejarano, A. (2020) · Journal of Computer Languages · doi:10.1016/j.cola.2020.101010 · Cited by 13 · see citing works

Toward Principles for the Design of Navigation Affordances in Code Editors

Henley, A. Z., Fleming, S. D., & Luong, M. V. (2017) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3025645 · Cited by 11 · see citing works

The Shoutcasters, the Game Enthusiasts, and the AI: Foraging for Explanations of Real-time Strategy Players

Penney, S., Dodge, J. E., Anderson, A. W., Hilderbrand, C., Simpson, L., & Burnett, M. (2020) · ACM Transactions on Interactive Intelligent Systems · doi:10.1145/3396047 · Cited by 8 · see citing works

Information Seeking Behavior for Bugs on GitHub: An Information Foraging Perspective

Sedhain, A., & Kuttal, S. K. (2022) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vl/hcc53370.2022.9833144 · Cited by 8 · see citing works

Developers’ information seeking in Question & Answer websites through a gender lens

Sedhain, A., Diwanji, V., Solomon, H., Leon, S., & Kuttal, S. K. (2024) · Journal of Computer Languages · doi:10.1016/j.cola.2024.101267 · Cited by 7 · see citing works

On the impact of social network information diversity on end-user programming productivity: a foraging-theoretic study

Jin, X., Niu, N., & Wagner, M. (2016) · International Workshop on Social Software Engineering (SSE) · doi:10.1145/2993283.2993284 · Cited by 7 · see citing works

Version Control Systems: An Information Foraging Perspective

Ragavan, S. S., Codoban, M., Piorkowski, D., Dig, D., & Burnett, M. (2019) · IEEE Transactions on Software Engineering · doi:10.1109/tse.2019.2931296 · Cited by 7 · see citing works

On the use of visual clustering to identify landmarks in code navigation

Reddivari, S., & Kotapalli, M. (2017) · IEEE/ACIS International Conference on Software Engineering Research, Management and Applications (SERA) · doi:10.1109/sera.2017.7965731 · Cited by 7 · see citing works

Reuse of variants in online repositories: Foraging for the fittest

Martos, C., Kim, S. Y., & Kuttal, S. K. (2016) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vlhcc.2016.7739674 · Cited by 6 · see citing works

Foraging goes mobile: Foraging while debugging on mobile devices

Piorkowski, D., Penney, S., Henley, A. Z., Pistoia, M., Burnett, M., Tripp, O., & Ferrara, P. (2017) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vlhcc.2017.8103444 · Cited by 5 · see citing works

An Empirical Evaluation of Models of Programmer Navigation

Singh, A., Henley, A. Z., Fleming, S. D., & Luong, M. V. (2016) · IEEE International Conference on Software Maintenance (ICSM) · doi:10.1109/icsme.2016.84 · Cited by 5 · see citing works

Developers Foraging Behavior in Code Hosting Sites: A Gender Perspective

Sedhain, A., Leon, S., Raasch, R., & Kuttal, S. K. (2023) · Lecture notes in computer science · doi:10.1007/978-3-031-35129-7_42 · Cited by 4 · see citing works

Developers’ Foraging Behavior on Stack Overflow

Diwanji, V., Sedhain, A., Bodi, G., & Kuttal, S. K. (2022) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vl/hcc53370.2022.9833123 · Cited by 4 · see citing works

Creating Socio-Technical Patches for Information Foraging: A Requirements Traceability Case Study

Cepulis, D., & Niu, N. (2018) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vlhcc.2018.8506526 · Cited by 4 · see citing works

Extending Predictive Models of Exploratory Behavior to Broader Populations

Trewin, S. M., Richards, J. T., Bellamy, R., John, B. E., Swart, C., & Sloan, D. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-21672-5_17 · Cited by 4 · see citing works

A sensemaking analysis of API learning using React

Kelleher, C. L., & Brachman, M. (2022) · Journal of Computer Languages · doi:10.1016/j.cola.2022.101189 · Cited by 2 · see citing works

The rising entropy of English in the attention economy

Pilgrim, C., Guo, W., & Hills, T. T. (2024) · Communications Psychology · doi:10.1038/s44271-024-00117-1 · Cited by 2 · see citing works

Modeling Foraging Behavior in GitHub

Sedhain, A., Wang, Y., McKinney, B. A., & Kuttal, S. K. (2023) · Communications in computer and information science · doi:10.1007/978-3-031-35998-9_21 · Cited by 1 · see citing works

Information Foraging in the Attention Economy Drives the Rising Entropy of EnglishPreprint

Pilgrim, C., Guo, W., & Hills, T. T. (2023) · RePEc: Research Papers in Economics · Cited by 1 · see citing works

Debugging with Evaluation Abstractions

Bogart, C. (2010) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vlhcc.2010.44

E-Reading theory

(2014) · Literacy research, practice and evaluation · doi:10.1108/s2048-045820140000004009

How Do Web-Active End-User Programmers Forage?

Kuttal, S. K., Sedhain, A., & Riethmeier, B. (2021) · IntechOpen eBooks · doi:10.5772/intechopen.97765

Information Foraging in the Attention EconomyPreprint

Pilgrim, C., Guo, W., & Hills, T. T. (2021) · arXiv (Cornell University)

Modeling Code Navigation in Collaborative Software Engineering Tasks

Leon, S. (2025) · IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) · doi:10.1109/vl-hcc65237.2025.00058

Where Will They Click Next? A Social Foraging Model for Collaborating Teams

Leon, S., & Kuttal, S. K. (2026) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3791506

From Artifacts to Strategies: A Gendered Lens on Web Information Foraging

Kuttal, S. K., Sthapit, S., Leon, S., Phillips, R., & Rahal, P. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-29583-5_4

A Needle in a Haystack: Developers’ Information Foraging on the Wild Web

Kuttal, S. K., Sthapit, S., Phillips, R., & Rahal, P. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-29175-2_17

What Teams Seek and How They Seek It: Understanding Foraging Diets in Collaborative Software Debugging

Leon, S., Desai, A. R., Kanth, S., Mahmoud, N., & Kuttal, S. K. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-30781-1_17

Web User Modeling via Negotiating Information Foraging Agent

Tao, X., Theng, Y., & Ting, T. (2009) · Lecture notes in computer science · doi:10.1007/978-3-642-03655-2_49 · Cited by 1 · see citing works

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

Teo, L., & John, B. E. (2011) · Topics in Cognitive Science · doi:10.1111/j.1756-8765.2010.01128.x · Cited by 6 · see citing works

PFIS-V

Ragavan, S. S., Pandya, B., Piorkowski, D., Hill, C., Kuttal, S. K., Sarma, A., & Burnett, M. (2017) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3025818 · Cited by 16 · see citing works

Reactive Information Foraging: From Theory to Tools

(2014)

Computational models of information scent-following in a very large browsable text collection

Pirolli, P. L. T. (1997) · doi:10.1145/258549.258558 · Cited by 166 · see citing works