Papers

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Report
Allen, A., Aragon, C., Becker, C., Carver, J., Chiş, A., Combemale, B., et al.. (2016). Manifesto on Engineering Academic Software (Dagstuhl Perspectives Workshop 16252). In Dagstuhl Manifestos. Wadern, Germany: Schloss Dagstuhl – Leibniz Center for Informatics.
Allen, A., Aragon, C., Becker, C., Carver, J., Chiş, A., Combemale, B., et al.. (2016). Manifesto on Engineering Academic Software (Dagstuhl Perspectives Workshop 16252). In Dagstuhl Manifestos. Wadern, Germany: Schloss Dagstuhl – Leibniz Center for Informatics.
Journal Article
Crowston, K., Allen, E. E., & Heckman, R.. (2012). Using natural language processing for qualitative data analysis. International Journal Of Social Research Methodology, 15(6). https://doi.org/10.1080/13645579.2011.625764
PDF icon NLP_for_qualitative_analysis.pdf (315.93 KB)
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)
Sawyer, S., Crowston, K., Wigand, R., & Allbritton, M.. (2003). The social embeddedness of transactions: Evidence from the residential real estate industry. The Information Society, 19(2), 135–154. https://doi.org/10.1080/01972240309460
PDF icon tis2001final (4.3 MB)
Borycz, J., Olendorf, R., Specht, A., Grant, B., Crowston, K., Tenopir, C., et al.. (2023). Perceived benefits of open data are improving but scientists still lack resources, skills, and rewards. Humanities And Social Sciences Communications, 10(1). https://doi.org/10.1057/s41599-023-01831-7
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)
Crowston, K., Howison, J., & Annabi, H.. (2006). Information systems success in Free and Open Source Software development: Theory and measures. Software Process–Improvement And Practice, 11, 123–148. https://doi.org/10.1002/spip.259
PDF icon InformationSystemsSuccessInFree.pdf (1.1 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
Ågerfalk, P. J., Conboy, K., Crowston, K., Jarvenpaa, S. L., Lundström, J. Eriksson, Mikalef, P., & Ram, S.. (2022). Artificial intelligence in information systems: State of the art and research roadmap. Communications Of The Association For Information Systems (Cais), 50. https://doi.org/10.17705/1CAIS.05017
PDF icon Artificial Intelligence in Information Systems State of the Art.pdf (1 MB)
Conference Proceedings
Crowston, K., Heckman, R., Annabi, H., & Masango, C.. (2005). A structurational perspective on leadership in Free/Libre Open Source Software teams. In Proceedings of the 1st Conference on Open Source Systems (OSS).
PDF icon crowston-final.pdf (293.24 KB)
Crowston, K., Liu, X., Allen, E. E., & Heckman, R.. (2010). Machine Learning and Rule-Based Automated Coding of Qualitative Data. In American Society for Information Science and Technology (ASIST) Annual Conference.
PDF icon ml_nlp.pdf (249.71 KB)PDF icon ASIST poster 2p final.pdf (184.79 KB)
PDF icon ecis2001 (24.65 KB)
PDF icon ecis2001 (24.65 KB)
PDF icon 00RIP21 (111.66 KB)

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