While recent progress of deep learning has boosted performance on various tasks using visual cues, deep cognition to reason intentions, motivation, or causality remains challenging. Understanding and comprehending video content is crucial for many real-world applications such as search and recommendation systems. The results supplement the existing research on the relationship between artificial intelligence capability and organizational creativity, expand the theoretical boundary and application space from the perspective of knowledge sharing at the organizational level, and provide reference for organizations to improve creativity. The results show that artificial intelligence has a positive effect on knowledge sharing, knowledge sharing has a positive effect on organizational creativity, knowledge sharing mediates the relationship between artificial intelligence and organizational creativity, and organizational cohesion has a positive moderating effect on the relationship between artificial intelligence and knowledge sharing.
Based on 189 questionnaire data, we use multi-level regression analysis and bootstrap method to analyze the influence mechanism. This paper makes an innovative approach from the perspective of knowledge sharing, establishes an integration model of artificial intelligence capability, knowledge sharing and organizational creativity. However, the existing research lacks an effective transformation path. Some studies have shown that AI can improve organizational creativity. The rapid development of artificial intelligence (AI) has brought many opportunities and challenges to organization. Finally based on our close interaction with the film industry, we also introduce and investigate the novel paradigm of tropes within the context of movies for advancing content creation. We confirm the effectiveness of our trailer with a very supportive user study. We discuss disruptive opportunities for the film industry and the tremendous media impact of the AI trailer.
Tyrian 2000 tvtropes professional#
We partnered with a professional filmmaker who arranged and edited each of the moments together to construct a comprehensive trailer completing the entire processing as well as the final trailer assembly within 24 hours. The system was applied on a full-length feature film, "Morgan'' released in 2016 where the system identified 10 moments as best candidates for a trailer.
Tyrian 2000 tvtropes movie#
We perform multi-modal semantics extraction including audio visual sentiments and scene analysis and employ a statistical approach to model the key defining components that characterize horror movie trailers. We introduce an intelligent system designed to understand and encode patterns and types of emotions in horror movies that are useful in trailers. In this paper, we describe the first-ever machine human collaboration at creating a real movie trailer (officially released by 20th Century Fox).
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