Who wins the debate
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Transcript of Who wins the debate
![Page 1: Who wins the debate](https://reader036.fdocuments.in/reader036/viewer/2022062902/58f9a931760da3da068b6c04/html5/thumbnails/1.jpg)
Who Wins the debate?Assessing Debate Performance using Social Media Sentiment
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Methods• Conduct Offline Polls• Conduct Online Polls• Sentiment Analysis as a Poll Substitute
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Offline Polls- Expensive, Too Long
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Online Polls- Faster but can be ‘gamed’
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Twitter Sentiment & Election Outcomes
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Philippine Analysis
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Sentiment Analysis
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Limitations of Sentiment Engines
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Process
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Twitter WorkFlow
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Data Scoring: Positive(1) Negative(-1) Neutral(0)
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Sample Scoring (E,F,G):
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Plan of Actions• Ask MDICT to create Mobile App to enable volunteers to score data• Create Training Data Set from Scored Data• Use Machine Learning to create model/s from Training Data Set• Apply Model to generate sentiments from Tweets• Compare Sentiments before and after 3rd Pres Debate to Determine
Debate Winner
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Contacts• Wilson L. Chua (Twitter: wilsonchua)• Francis Fernandez ([email protected])