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IEEE/ICACT20220197 Slide.12        [Big Slide]       [YouTube]	Oral Presentation
	Analysis was done by checking the first and the last activities of lecturer traces. The most frequent first activities are Forum (81%), Assignment (15%), or Quiz (4%). This finding reflects the reality based on interview to the lecturers, they are started using the LMS during a semester by a forum, assignment, or quiz. The most frequent last activities are Assignment (65%), Forum (23.1%), or Quiz (11.5%). This finding also reflects the reality where lecturers are mostly used Assignment, Forum, or Quiz to end their teaching during the semester.

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