Papers

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Journal Article
Jackson, C., Østerlund, C., Crowston, K., Harandi, M., Allen, S., Bahaadini, S., et al.. (2020). Teaching Citizen Scientists to Categorize Glitches using Machine-Learning-Guided Training. Computers In Human Behavior, 105, 106198. https://doi.org/10.1016/j.chb.2019.106198
PDF icon MLGT-preprint.pdf (2.43 MB)
Crowston, K., Østerlund, C., Lee, T. Kyoung, Jackson, C. B., Harandi, M., Allen, S., et al.. (2020). Knowledge Tracing to Model Learning in Online Citizen Science Projects. Ieee Transactions On Learning Technologies, 13, 123-134. https://doi.org/10.1109/TLT.2019.2936480
PDF icon transaction paper final figures in text.pdf (1.39 MB)
Zevin, M., Jackson, C. B., Doctor, Z., Wu, Y., Østerlund, C., L. Johnson, C., et al.. (2024). Gravity Spy: Lessons Learned and a Path Forward. European Physical Journal Plus, 139, Article 100. https://doi.org/10.1140/epjp/s13360-023-04795-4
Zevin, M., Coughlin, S., Bahaadini, S., Besler, E., Rohani, N., Allen, S., et al.. (2017). Gravity Spy: Integrating Advanced LIGO Detector Characterization, Machine Learning, and Citizen Science. Classical And Quantum Gravity, 34, 064003. https://doi.org/10.1088/1361-6382/aa5cea
Conference Paper
Yan, J. L. S., McCracken, N., Zhou, S., & Crowston, K.. (2014). Optimizing Features in Active Machine Learning for Complex Qualitative Content Analysis. In Workshop on Language Technologies and Computational Social Science, 52nd Annual Meeting of the Association for Computational Linguistics. Presented at the Workshop on Language Technologies and Computational Social Science, 52nd Annual Meeting of the Association for Computational Linguistics , Baltimore, MD.
PDF icon 9_Paper.pdf (195.46 KB)
Book Chapter
Crowston, K., Rubleske, J., & Howison, J.. (2006). Coordination theory: A ten-year retrospective. In P. Zhang & Galletta, D. (Eds.), Human-Computer Interaction in Management Information Systems (pp. 120-138). M. E. Sharpe, Inc.
PDF icon CT Review to distribute.pdf (531.4 KB)