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Arielle A. Gaither – ProQuest LLC, 2021
Bag-of-words is a commonly used text representation method for many text classification applications. However, bag-of-words representation fails to consider the context of the text because it only examines text documents based on the presence of individual words and explores relationships between texts with similar word choices (Bengfort, 2018).…
Descriptors: Journal Articles, Classification, Language Usage, Databases
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Cain, Melissa; Campbell, Chris – Australian Journal of Teacher Education, 2021
Throughout their initial teacher education training in Australia, students are informed about the Australian Professional Standards for Teachers (APST) and the necessity of gathering evidence to achieve these for teacher registration. Whilst the use of digital technologies as tools for reflection has become increasingly popular, there remains a…
Descriptors: Foreign Countries, Standards, Professionalism, Portfolios (Background Materials)