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Table 1 Details of reflection data collected

From: Automated doubt identification from informal reflections through hybrid sentic patterns and machine learning approach

 

Instructor 1 (training data)

Instructor 2 (testing data)

Free-form questionnaire survey

Consist of one question

Consist of two questions

Question

Question: Reflect upon the learning point that you have learned in class this week.

Question 1: What do you like best in this session?

Question 2: Please provide constructive feedback to improve the session.

Number of students

44 [from one class]

(Total reflections collected: 375)

89 [from two classes]

(Total reflections collected: 708)