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Assessing College Writing: Do Students Connect with the Text?
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Creating and Testing Specialized Dictionaries for Text Analysis ...
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Creating and Testing Specialized Dictionaries for Text Analysis ...
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Abstract:
Abstract. Practitioners in many domains–e.g., clinical psychologists, college instructors, researchers–collect written responses from clients. A well-developed method that has been applied to texts from sources like these is the computer application Linguistic Inquiry and Word Count (LIWC). LIWC uses the words in texts as cues to a person’s thought processes, emotional states, intentions, and motivations. In the present study, we adopt analytic principles from LIWC and develop and test an alternative method of text analysis using naïve Bayes methods. We further show how output from the naïve Bayes analysis can be used for mark up of student work in order to provide immediate, constructive feedback to students and instructors. ...
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Keyword:
LIWC; machine learning; naïve Bayes; text analysis
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URL: https://dx.doi.org/10.5281/zenodo.3377557 https://zenodo.org/record/3377557
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Analyzing Topic Differences, Writing Quality, and Rhetorical Context in College Students' Essays Using Linguistic Inquiry and Word Count (LIWC) ...
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Analyzing Topic Differences, Writing Quality, and Rhetorical Context in College Students' Essays Using Linguistic Inquiry and Word Count (LIWC) ...
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Beyond Recursion: Critique Of Hauser, Chomsky, And Fitch ...
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Beyond Recursion: Critique Of Hauser, Chomsky, And Fitch ...
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Deep Learning And Competition In Psycholinguistic Research ...
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Deep Learning And Competition In Psycholinguistic Research ...
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