HCLNHalifax Community Learning Network (Halifax, Canada)
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References in periodicals archive ?
Although our discussion has focused on one citizen-science project, eBird, the general HCLN approach is more widely applicable.
By guiding the observers with immediate feedback on observation accuracy, the HCLN process contributes to advancing expertise of the observers, while simultaneously improving the quality of the training data on which the machine-learning processes make their decisions.
These human/computer learning networks (HCLNs) can leverage the contributions of broad recruitment of human observers and process their contributed data with AI algorithms for a resulting total computational power far exceeding the sum of their individual parts.