Publications
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. (Submitted). Scaffolding Training with Machine Learning: An Experiment on Participant Learning in an On-line Production Community.
scaffolding-training-machine.pdf (1.06 MB). (In Press). Knowledge Tracing to Model Learning in Online Citizen Science Projects. IEEE Transactions on Learning Technologies, 1-12. doi:10.1109/TLT.2019.2936480
transaction paper final figures in text.pdf (1.39 MB). (2020). The Genie in the Bottle: Different Stakeholders, Different Interpretations of Machine Learning. In Hawai'i International Conference on System Science.
Social_Construction_of_ML_in_GS_HICCS2020.pdf (124.3 KB). (2019). Classifying the unknown: Discovering novel gravitational-wave detector glitches using similarity learning. Physical Review D, 99(8), 082002. doi:10.1103/PhysRevD.99.082002
. (2019). Linguistic Adoption in Online Citizen Science: A Structurational Perspective. In International Conference on Information Systems. Munich, Germany.
Linguistic Adoption (ICIS) final.pdf (3.07 MB). (2018). Appealing to different motivations in a message to recruit citizen scientists: results of a field experiment. Journal of Science Communication, 17. doi:10.22323/2.17010202
JCOM_1701_2018_A02.pdf (306.9 KB). (2018). Folksonomies to support coordination and coordination of folksonomies. Computer Supported Cooperative Work, 27(3–6), 647–678. doi:10.1007/s10606-018-9327-z
ECSCW-Paper-Final.pdf (2.14 MB) perceptions-machine-learning.pdf (155.52 KB)