熟練技能抽出と熟練技能の教育に関する研究(2005年4月〜現在)

原子力発電所等の熟練保守作業員の作業時の視線情報・作業履歴等をもとに技能を抽出して、抽出した技能を非熟練作業員に教育する手法を開発している。この研究では視線情報も記録できるようになっている。

(1)データ取得


(2)教材作成




(3)学習用

参考資料

Junzo Kamahara, Takashi Nagamatsu, Masashi Tada, Yohei Kaieda and Yutaka Ishii
Instructional Video Content Employing User Behavior Analysis: Time Dependent Annotation with Levels of Detail
Proceedings of User Modeling, Adaptation and Personalization (UMAP 2010), pp. - , 20-24 June, 2010, Big island, Hawaii (accepted)

Junzo Kamahara, Takashi Nagamatsu, Yohei Kaieda, Yutaka Ishii
Behavioral Analysis using Cumulative Playback Time for Identifying Task Hardship of Instruction Video
Proceedings of the 2010 International Workshop on Multimedia and Semantic Technologies (MUST 2010) pp. - . 21-23 May, 2010, Busan, Korea (accepted)

Junzo Kamahara, Takashi Nagamatsu, Yuki Fukuhara, Yohei Kaieda and Yutaka Ishii
Method for Identifying Task Hardships by Analyzing Operational Logs of Instruction Videos
Proceedins of 4th International Conference on Semantic and Digital Media Technologies (SAMT 2009), LNCS 5887, pp.161-164, Graz, Austria, 2-4 Dec, 2009 SplingerLink

Takashi Nagamatsu, Yohei Kaieda, Junzo Kamahara, Hiroyuki Shimada
Development of a Skill Acquisition Support System Using Expert's Eye Movement
Proceedings of HCI International 2007 Volume 9, LNCS 4558, pp. 430-439, 22-27 July, 2007, Beijing P.R.China, SplingerLink