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Rosario, Ryan Robert – ProQuest LLC, 2017
Text classification typically performs best with large training sets, but short texts are very common on the World Wide Web. Can we use resampling and data augmentation to construct larger texts using similar terms? Several current methods exist for working with short text that rely on using external data and contexts, or workarounds. Our focus is…
Descriptors: Classification, Models, Semantics, Electronic Publishing
Ravenscroft, Matthew D. – ProQuest LLC, 2017
Digital textbooks are replacing print books in school districts across the United States due to their adaptability for students with special needs, enhanced student interest, and lower cost. This is also true in the rural state of West Virginia which lags the U.S. in broadband Internet saturation. Therefore, the purpose of this study was to…
Descriptors: Textbooks, Electronic Publishing, Educational Technology, Technology Uses in Education