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Narrative structure analysis with education and training videos for e-learning

Quoc Dinh Phung, C. Dorai, S. Verikatesh
Object recognition supported by user interaction for service robots  
This paper deals with the problem ofsrructuralizing education and training videos for high-level semnrics extraction and nonlinear media presentation in e-learning applications. Drawing guidance from production knowledge in insrrirctiorral media, we propose six main narrative structures emplowd in education and training videos for both motivation and demonstration during learning and practical training. We devise a powerful airdiovisual feature set. accompanied by a hierarchical decision
more » ... cal decision tree-based classification system to determine and discriminate berween these structures. Based on a two-tiered hierarchical model, we demonstrate that we can achieve an accuracy of 84.7% on a comprehensive set of edircarion and training video data.
doi:10.1109/icpr.2002.1048432 dblp:conf/icpr/PhungDV02 fatcat:tm7i33caf5gkbgs4bei4ajwu4m