Abstract: [Purpose/Significance] It is the requirement of the present times to build an independent knowledge system of evidence-based digital humanistic paradigm with Chinese characteristics. [Method/Process] Based on the World 3 theory developed by Popper, this study defines the essence of digital humanities research as representing, revealing and reproducing the structure of the objective knowledge world. Furthermore, based on the paradigm theory developed by Kuhn, this paper deeply discusses the basic theoretical elements of the independent knowledge system of the evidence-based digital humanities paradigm with Chinese characteristics. In this paper, the carding of the elements of evidence-based digital humanities theory is carried out from the perspective of the scientific community of digital humanities research. That is to say, the research that adheres to the evidence-based ideology and method of digital humanity is identified as the same research community, and it is believed that evidence-based digital humanities will build a relatively independent knowledge system in the future. [Results/Conclusions] This paper argues that the combination of the basic principles of Marxism and the excellent traditional Chinese culture is the ideological basis of the independent knowledge system of evidence-based digital humanities with Chinese characteristics. The collective memory of the Chinese nation with a long history and its carrier constitute the cultural basis of the independent knowledge system. The rich ancient literature works have laid a solid literature foundation for the formation of the independent knowledge system of evidence-based digital humanities with Chinese characteristics. Under the guidance of mutual evidence between literature and history, bibliography with distinctive Chinese academic characteristics has laid a solid methodological foundation for the evidence-based digital humanistic with Chinese characteristics. Under the context of digital intelligence era, building an evidence-based digital humanities independent knowledge system with Chinese characteristics will not only be benefitial to improving the cultural self-confidence of the Chinese people, but also have an obvious important significance in providing the world with a distinctive cultural heritage and cultural memory solutions. In the face of the massive traditional Chinese cultural resources, especially the precious cultural heritage including ancient literature works, it is not only timely but also imperative to apply emerging natural language processing, artificial intelligence, machine learning and related advanced technologies, to carry out in-depth digital humanities research. The theoretical discussion conducted by this research is expected to benefit the construction of an evidence-based digital humanities independent knowledge system with Chinese characteristics.

Key words: evidence-based digital humanity with Chinese characteristics, independent knowledge system, theoretical basis