Cognitive Intelligence: Driven by Knowledge Graph and Big Model Collaboration
Wangqun Lin, Jing Zhe Xu, Yu Tian, Baoyun Peng, Yan Li, Yawei Ge · 2024
Abstract: Cognitive intelligence is primarily characterized by the understanding, reasoning, cognition, and decision-making of complex things. It is a higher-order form of artificial intelligence development. This paper provides an in-depth analysis of two representative technologies, knowledge graph and big model, which promote the development of cognitive intelligence. Firstly, we systematically sorts out the characteristics, advantages, and shortcomings of these two technologies. Secondly, we proposes technical approaches and main methods for the mutual enhancement of knowledge graph and big model. Finally, we provides the main direction for the integrated development of knowledge graph and big model to promote the development of cognitive intelligence. We hope our work can provide reference and inspiration for relevant engineers and technical researchers.