Jia-Ching Ying,Expertise: Database and data mining, machine learning, cloud and massive data, emerging fields of artificial intelligence
 

Traffic and business data analysis laboratory: This laboratory mainly uses the existing big data technology to design targeted algorithms for business and traffic data and complete, precise analysis actions. The laboratory attaches great importance to the application of theory and practice. The research results of several industry-university cooperation projects and the development of practical technologies allow students to gain valuable experience in designing and implementing analytical algorithms. Finally, the innovative technology of this laboratory mainly lies in collecting and analyzing various spatial data. It includes people's flow data, traffic data, people's check-in data, big data of trade shows, etc. In addition to the traditional big data technology mentioned above, this laboratory also uses algorithms such as deep learning and space and path to develop existing algorithms further to achieve accurate analysis under multi-functional conditions.