Self-learning model facing knowledge sharing

Abstract

The invention discloses a self-learning model facing knowledge sharing. The self-learning model comprises a knowledge base, a knowledge interface, a message interface, an environment interface, a redundancy processing module, a conflict processing module, a positioning processing module, and an association processing module. The knowledge base is used for storing domain knowledge correlated to services provided by an Agent. The redundancy processing module is used for eliminating a redundant content among knowledge. The conflict processing module is used for eliminating conflict contents among different knowledge. The positioning processing module is used for finding a proper position for the knowledge in the knowledge base. And the association processing module is used for finding a similar knowledge point for the new knowledge and establishing a relation between similar knowledge points. According to the invention, the self-learning processes of knowledge redundancy processing, knowledge conflict processing, knowledge positioning, and knowledge similar association and the like are realized respectively based on characteristics of the knowledge content and structure; the autonomous updating and evolution of the filed knowledge by multi-network nodes can be realized; and a problem of consistency of fusion of new and old knowledge of the multi-network node during the knowledge using process in a network environment can be solved.

Description

technical field [0001] The invention relates to the field of computer engineering, in particular to an autonomous learning model oriented to shared knowledge. Background technique [0002] With the rapid development of the Internet, especially the mobile Internet, the Internet has become the most important platform for people to learn and share knowledge. In the network, knowledge is usually divided by industry fields. The knowledge structure presents the form of aggregation in the same field and scattered associations in different fields. The knowledge framework composed of expert experience, skills, and management quality in the field becomes the core of field knowledge. Therefore, the field There is a commonality of knowledge. However, for distributed network nodes in the network, domain knowledge is shared in the knowledge base, and each node on the network can use, modify, add, and delete domain knowledge in real time, and such operations will directly affect other Th...

AI Technical Summary

Problems solved by technology

However, most of the existing work starts from the perspective of a single agent, uses the utility theory of game theory as a tool, selects the appropriate research direction for different environmental assumptions, and does not consider the role difference of the agent

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