Research on human computer interaction of information interactive robot based on temporal knowledge graph

The rapid development of artificial intelligence has promoted the widespread application of intelligent interactive robots in various industries. The human-machine interaction technology of information interactive robots based on temporal knowledge graph has become the key to improving service quality. In order to achieve human-computer interaction in information customer service, a human-machine dialogue model based on temporal knowledge graph is proposed. Due to the limitation of "single round dialogue" of interactive robots, an intelligent perception interaction model is proposed for information interactive robots. The results showed that the research model exhibited optimal multi round stability, with accuracy decreasing from 90.3% in the first round to 72.4% in the seventh round, a decrease of only 17.9%. In terms of dialogue accuracy, the research on intelligent interaction models reached 89.4%, which is 13.8% and 7.3% higher than other models. It can be seen that research can effectively improve the efficiency of information exchange and acquisition, providing a technical foundation for the human-machine interaction of information interactive robots.