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A Multi-Case Study Examining The Practices Of Fourth-And Fifth-Grade Teachers In Title 1 Schools Who Use Specific Reading Strategies To Teach The Comprehension Of Informational Text, Candice Maureen Smith

Doctoral Dissertations and Projects

The purpose of this multi-case study was to examine the practices of fourth- and fifth-grade teachers in Title 1 schools who use specific reading strategies to teach the comprehension of informational text. One theory that guided this study was Vygotsky’s sociocultural theory focusing on the zone of proximal development as it applies to what a learner can do with and without help, and his concept of learning and development, whereby a child does not develop independently of his or her environment. In addition, Bandura’s social cognitive theory served as a guiding theory for this study. The design was a multiple …

Improving Reader Motivation With Machine Learning, Tanner A. Bohn

Electronic Thesis and Dissertation Repository

This thesis focuses on the problem of increasing reading motivation with machine learning (ML). The act of reading is central to modern human life, and there is much to be gained by improving the reading experience. For example, the internal reading motivation of students, especially their interest and enjoyment in reading, are important factors in their academic success.

There are many topics in natural language processing (NLP) which can be applied to improving the reading experience in terms of readability, comprehension, reading speed, motivation, etc. Such topics include personalized recommendation, headline optimization, text simplification, and many others. However, to the …