Jonathan Suryadiputra


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ProjectOneSky: Sentiment Analysis

Supervisor: Dr. Greg Doyle

My final year project is a machine learning implementation of analysing sentiment weightings for review texts, commissioned by Project One Sky, a wellbeing education company providing wellbeing courses for secondary school students across Ireland.

The review texts will be supplied by students who will write reviews about their opinions on Project One Sky's course topics such as climate change, technology, and so on, and the trained model behind my project will analyse the sentiment behind each student's feedback review, assign a sentiment weighting to them between the values of -2 to 2 (0 being neutral), and these weights will each be stored and averaged for data visualisation on the company's administrative system, as a supporting reference for their course research and development. A mobile application built with the Flutter framework has also been built to implement the trained backend model.

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Video Demo