文章基本信息

标题：Creating and Testing Specialized Dictionaries for Text Analysis
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作者：Roman Taraban ; Jessica Pittman ; Taleen Nalabandian 等
期刊名称：East European Journal of Psycholinguistics
印刷版ISSN：2312-3265
电子版ISSN：2313-2116
出版年度：2019
卷号：6
期号：1
页码：65-75
语种：English
出版社：Lesya Ukrainka Eastern European National University
摘要：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.