Auxiliary intelligent inquiry system based on deep reinforcement learning

Abstract

The invention discloses an auxiliary intelligent inquiry system based on deep reinforcement learning. Various advantages of a knowledge graph, deep learning and reinforcement learning are integrated to solve important problems in a current real scene. Knowledge accumulation is completed by utilizing the ability of organizing knowledge by a knowledge graph, then the knowledge is mapped to a vector space by using an embedded representation mode, so that the knowledge can be combined with a deep learning technology, and meanwhile, the ability of reinforcement learning for solving a complex problem of an actual scene is utilized.

Description

technical field [0001] The invention relates to the technical field of intelligent interrogation, in particular to an auxiliary intelligent interrogation system based on deep reinforcement learning. Background technique [0002] In recent years, my country's medical resources have reached a state of short supply, especially the high-level doctors in the top three hospitals in big cities have to face the current situation of a large number of patients who come to see a doctor every day, but a large part of them do not need to go to big hospitals for treatment . In addition, due to the relatively shallow understanding of medical knowledge of most ordinary people, the phenomenon of seeking medical treatment indiscriminately occurs, resulting in a waste of time and medical resources to a certain extent. These phenomena reflect two problems. The first is the demand side. With the improvement of residents’ living standards and income levels, residents’ willingness to consume medic...

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Problems solved by technology

In addition, because most ordinary people have a relatively shallow understanding of medical knowledge, the phenomenon of seeking medical treatment indiscriminately occurs, resulting in a waste of time and medical resources to a certain extent.

These phenomena reflect two problems. The first is the demand side. With the improvement of residents’ living standards and income levels, residents’ willingness to consume medical services is also increasing. That is to say, more and more people pay attention to Healthy, but at the same time lack of professional guidance and support; the second is the supply side, this phenomenon also reflects the low level of primary medical institutions and the low level of residents' trust in the level of primary medical services

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