Patent ID: 11915161
Assignee: NANTONG ADVANCED COMMUNICATION TECHNOLOGY RESEARCH INSTITUTE CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method for semantic analysis on a confrontation scenario based on target-attribute-relation, comprising:
pre-processing initial data of an acquired to-be-analyzed confrontation scenario, to obtain triplet data marked in a graph data structure, wherein the triplet data comprise: a plurality of target nodes, an attribute of each of the target nodes and predicted relations between the target nodes;
inputting the triplet data into a pre-trained analyzing model, to determine a result of analysis on semantic information of the to-be-analyzed confrontation scenario;
wherein the analyzing model comprises a plurality of operator networks that are provided with execution priorities, wherein the plurality of operator networks are configured for analyzing relations between target nodes and wherein the analyzing model is trained by using the steps of:
acquiring simulated samples, and pre-training individual instances of the operator networks; and
acquiring samples marked with a plurality of relations between target nodes, and performing joint training to all of the individual operator networks that are pre-trained, to obtain the analyzing model;
wherein a process of processing of any one of the operator networks comprises: according to a relation between target nodes processed by the any one of the operator networks, selecting, from the plurality of target nodes, all of node pairs that satisfy the relation between target nodes, and determining respective processing data of all of the node pairs; and processing the processing data of all of the node pairs, and according to a processing result that is obtained by the processing, updating markers in the graph data structure; and
wherein the processing data of the node pairs corresponding to the operator network having an inferior priority comprise the processing result of the operator network having a prior priority, and the processing result of any one of the operator networks comprises: in the relation-between target nodes corresponding to the operator network, respective relations of all of the node pairs, and confidences and descriptive values of the relations; and
according to the graph data structure that is updated by using the processing results of all of the operator networks, characterizing the result of analysis on the semantic information of the to-be-analyzed confrontation scenario.