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.

Abstract: A method includes receiving Resource Description Framework (RDF) data to be stored; obtaining triplet information including at least a resource name of the resource, attribute of the resource, and attribute value of the resource represented by the RDF data; obtaining from the RDF data a first namespace usable in a resource name of the resource; searching for a resource identification corresponding to a resource name and first namespace of the resource; obtaining from the RDF data a second namespace usable by the attribute of the resource; searching for the attribute identification corresponding to the attribute of the resource and the second namespace; and storing the triplet information, the resource name of a specific resource being represented by a resource identification and the attribute of the specific resource being represented by an attribute identification. Using an embodiment, it is possible to reduce the storage of redundant data, thereby saving storage space.

Abstract: A method includes receiving Resource Description Framework (RDF) data to be stored; obtaining triplet information including at least a resource name of the resource, attribute of the resource, and attribute value of the resource represented by the RDF data; obtaining from the RDF data a first namespace usable in a resource name of the resource; searching for a resource identification corresponding to a resource name and first namespace of the resource; obtaining from the RDF data a second namespace usable by the attribute of the resource; searching for the attribute identification corresponding to the attribute of the resource and the second namespace; and storing the triplet information, the resource name of a specific resource being represented by a resource identification and the attribute of the specific resource being represented by an attribute identification. Using an embodiment, it is possible to reduce the storage of redundant data, thereby saving storage space.