Browsing by Author "Joaquin, Evan"

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    Risk Prediction Sentiment Analysis
    Himler, Tom; Sharma, Pranav; Taing, Eriq; Akula, Akshay; Joaquin, Evan (Virginia Tech, 2021-12-13)
    Risk Sentiment Analysis proposes a solution for companies to evaluate user submitted reports to determine workplace safety. The web application develops a pipeline for managers to submit employee CSVs to be processed through a custom sentiment analysis model in AWS. Alongside that, it has graphical presentation capabilities to easily interpret queried data. Finally, the web application supports a feedback loop of re-training the model to improve its accuracy with a page dedicated for human review.