Abstract: A geometric model-based evaluation method, system, and apparatus for a key performance indicator in a production procedure are disclosed. The method includes extracting a geometric characteristic and a characteristic attribute thereof from a product model; converting the geometric characteristic into a process characteristic so as to obtain the steps of a process related to a whole production procedure of producing a product, and devices corresponding to the steps of the process; and based on the steps of the process related to the production procedure and the devices corresponding to the steps of the process, simulating the whole industrial manufacturing procedure of the product, and outputting the KPI of the industrial manufacturing. At least one embodiment can evaluate the KPI of the whole industrial manufacturing procedure of the product according to the product model.

Abstract: The present invention provides a semantic model instantiation method, system and apparatus, including the following steps: S1, receiving an ontology-based semantic model, parsing the semantic model and converting the semantic model into a characteristic vector set, where the characteristic vectors represent the classes and attributes of an ontology and a relation between the attributes; S3, importing a semi-structured file, and converting the semi-structured file into a key word vector based on a semantic vector of the semantic model; and S4, comparing a correlation between the semantic vector and the key word vector, and identifying a key word vector corresponding to the semantic vector. The present invention can greatly reduce workload and expense for constructing a knowledge graph, and thus accelerates knowledge-based convenient service.