Project: Research and Development of Federated Learning Technology with Research Knowledge Graphs and Large Language Models for the Digital Transformation of Science, Technology and Innovation Services

To address the challenge of information silos, Professor Ma Jian, in the Department of Information Systems, College of Business, and his team have developed and continuously improved ScholarMate since 2007. ScholarMate has emerged as the largest professional collaborative innovation network platform in China, connecting government funding agencies, universities/research institutes and technology companies. The platform enables the seamless exchange of research outputs such as academic papers and patents, fostering collaboration and knowledge sharing. Based on this successful case, the team is developing Federated Learning Technology with Research Knowledge Graphs and Large Language Models for the digital transformation of science, technology and innovation services.