NDLI: Behavioral Analysis Using Cumulative Playback Time for Identifying Task Hardship of Instruction Video

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Behavioral Analysis Using Cumulative Playback Time for Identifying Task Hardship of Instruction Video

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Behavioral Analysis Using Cumulative Playback Time for Identifying Task Hardship of Instruction Video

Content Provider	IEEE Xplore Digital Library
Author	Kamahara, J. Nagamatsu, T. Kaieda, Y. Ishii, Y.
Copyright Year	2010
Abstract	In a previous study, we proposed a method for identifying hardships in a task by analyzing operating logs of learners using a multimedia player. However, this method could not deal with the varying rate of playback speed; thus, it was difficult to compare the analyzed operation logs for each user. We propose the CPT (Cumulative Playback Time) and normalized CPT as a more generic calculation for the time consumed by user operations for watching of a video. The average result of normalized CPT for 9 subjects could cover almost all aspects of the difficulty of a task (task hardship). Moreover, by using normalized CPT, we could classify the segments of task hardship.
Starting Page	1
Ending Page	6
File Size	544875
Page Count	6
File Format	PDF
ISBN	9781424469482
e-ISBN	9781424469505
DOI	10.1109/FUTURETECH.2010.5482660
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-05-21
Publisher Place	Korea (South)
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Information science Art Multimedia systems Hidden Markov models Displays Performance analysis Manufacturing Video recording Assembly Information analysis
Content Type	Text
Resource Type	Article

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