Reflective Thinking Definition Essays

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Despite these research successes showing the potential of automated text analysis for education, there has been not much research regarding the automated text analytics of reflection.Very often, they are analyzed by following the principles of the content analysis method (Krippendorff ).The typical content coding task of reflective writings entails the manual labeling of text units according to categories of a reflective writing model.The labeled text units are used to calculate scores that indicate the quality of reflection found in the writing (for example, see Clarkeburn and Kettula ).This analysis is currently manual, as there is a lack of knowledge about automated methods specific to reflective writing.The manual analysis of reflective writing is a time-consuming task, adding a cost that constrains the frequency and intensity of its pedagogical use.This cost also limits large-scale research explorations and research designs investigating immediacy of feedback. Beyond saving time, automated methods may have benefits especially for learning to write reflectively because of the often sensitive nature of reflective writings.Reflective writings are different from the types of writings students normally perform, such as essays, literature surveys, or reports.Although reflective thinking may have gone into these writings, the reflective thought process is usually not expressed or developed in these writings as this is not their primary purpose.Despite the importance of reflection for education, there is little research on artificial intelligence techniques to automate the analysis of writings regarding reflective thinking.Currently, the common educational practice to analyze and assess reflective writings is a manual process.


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