A Book Ontology Matching Method Based on Machine Learning
A technology of machine learning and matching methods, which is applied in the direction of instruments, special data processing applications, network data retrieval, etc., can solve the problems that the characteristics of the book field cannot be analyzed and excavated, the matching effect is not satisfactory, and the practical requirements cannot be met.
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[0049] The following describes the implementation process of the present invention in detail with reference to the embodiments and the accompanying drawings.
[0050] The ontology matching method based on machine learning of the present invention includes the following 3 steps:
[0051] 1) For a given two to-be-matched book ontology, generate a to-be-matched instance pair set IP and a to-be-matched concept pair set CP:
[0052] Ontology is a specification proposed by the World Wide Web Consortium (W3C) to describe various resource information on the World Wide Web. The ontology described in the present invention is a book domain ontology, which is composed of book concepts, instances, attributes, and relationships. An instance refers to a specific object, a concept refers to an object type or a collection of instances, an attribute refers to the possible characteristics of an object or concept, and a relationship refers to the way in which objects, concepts, and objects and co...
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