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Published byDennis Randolf Williamson Modified over 9 years ago
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CASM The Centre for the Analysis of Social Media
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Social network analysis Natural Language Processing
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The Classifier Natural language processing Combines: Mathematics, computer science, linuistics, sociology Allows: computer to automatically understand language Is our: analytical window into datasets that are too large to be read The practical value: of NLP is to create classifiers Classifiers are models that are taught to put Tweets into categories defined by the analyst: SLUICE GATES
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Method 51 Natural language processing
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duggan on twitter Understanding the public response to the inquest of Mark Duggan through Social Media
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How well do NLP Classifiers work? Natural language processing Demos paper – ‘Vox Digitas’ – about to be released Work best when… Work worst when… Generic, not specific Trained on a specific conversation, especially events Trained to make distinctions naturally present in the data (Grounded Theory Methodology) Longitudinal, over a long period of time There is little iterative development with the data
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