Intelligent interface of the machine based on knowledge graph
Huanrong Ren, Pingyu Jiang · 2023
The machine intelligent interface is a user interface that involves some aspect of artificial intelligence or computational intelligence to support the device sense, communication, and processing data for autonomy. This article proposed the implementation of an intelligent interface for the machine. It is based on the knowledge graph (KG) technology, integrating AI algorithms, and service behaviors to users, which we argue are three critical factors for an advanced interface. As for implementation, firstly, we introduced the construction of the machine KG and the definition of user request modes. Defining user request modes could restrict interact scope into domain area and in case access beyond the domain. Then, we combine semantic parsing and information retrieval to process multiple user request modes. Our implemented intelligent interface has the advantages of ensuring accuracy and interpretability oriented to core definition requests and flexibility oriented to random complex requests.