Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   propose a method to evaluate the importance of lecture video segments in online courses. The video will be first segmented based on the slide transition. Then  evaluate the importance of each segment based on our analysis of the teacher's focus. This focus is mainly identified by exploring features in the slide and the speech. Since the whole analysis process is based on multimedia materials, it could be done before the official start of the course. By setting survey questions and collecting forum statistics in the MOOC "b Technologies", the proposed method is evaluated. Both the general trend and the high accuracy of selected key segments (over 70%) prove the effectiveness of the proposed method.
['Xiaoyin Che', 'Thomas Staubitz', 'Haojin Yang', 'Christoph Meinel']
I am writing a research paper on a idea Pre-Course Key Segment Analysis of Online Lecture Videos
[{"from": "human", "value": "I am writing a research paper on a idea Pre-Course Key Segment Analysis of Online Lecture Videos"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   propose a method to evaluate the importance of lecture video segments in online courses. The video will be first segmented based on the slide transition. Then  evaluate the importance of each segment based on our analysis of the teacher's focus. This focus is mainly identified by exploring features in the slide and the speech. Since the whole analysis process is based on multimedia materials, it could be done before the official start of the course. By setting survey questions and collecting forum statistics in the MOOC \"b Technologies\", the proposed method is evaluated. Both the general trend and the high accuracy of selected key segments (over 70%) prove the effectiveness of the proposed method."}]