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Supervised learning is the most frequent machine learning approach for performing review spam detection; however, obtaining labeled reviews for training is difficult and manual identification of fake reviews has poor accuracy.
Today most companies have a very poorly performing review and training process, because they tie it to the compensation cycle thus limiting feedback to once per year and, unfortunately, doing feedback at the same time (often the same meeting) as compensation and bonus decisions.
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Research misconduct is defined as fabrication, falsification, or plagiarism in proposing, performing, reviewing or reporting research.
SRM and SS contributed to the microbiological analysis, and MNN performed review of the manuscript.
The auditor who signs on the left mainly performs review work (Gul et al. 2013).
From the performed review, assessment seems to be the less explored area.
EV and DC performed review of pathology data.
YJK performed review of precancerous lesion treatment success rates and post-treatment recurrence rates.
Security professionals should perform reviews and quality assurance tests for functional and security verification.
Be sure to perform reviews for all data regardless of what type of data it is.
All authors performed reviews of drafts for intellectual content.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com