The project, supported by NSFC for Distinguished Young Scholars in 2016, will make the following major scientific endeavors: finding an appropriate model to integrate data-driven machine learning algorithms with human knowledge; proposing new approaches in terms of crowd reinforcement learning and cross-media reasoning; building up cross-media knowledge graph. The research will lead to a better model for cross-media computing as follows: from shallow computation to deep mining, from individual intelligence to collective intelligence, from symbolic-logic reasoning to cross-media knowledge reasoning.
