Machine Learning & NLP - Wappie Wartaal
Nov 2021
Built a Twitter bot using Machine Learning and NLP to mimic COVID-19 misinformation spreaders, analyzing Dutch tweets with Python for a Natural Language Processing course.
For the course Natural Language Processing, my partner Lotte Lukassen and I wrote a short paper on building a Twitter bot, which aims to mimic 'Wappies'. A wappie is a Dutch term for people spreading misinformation on Covid-19 and vaccinations, often through social media. By automatically collecting and analyzing a database of tweets using Python, several Machine Learning and Natural Language Generation methods are used to construct believable texts.
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