The application discloses a kind of intelligent labeling method, equipment and medium of text data, belong to electric
digital data processing technical field, comprising: obtaining the
label ontology of
source field and target field;Based on the concept
granularity, semantic boundary and axiom form between the two, construct the
semantic alignment graph of cross ontology;According to the formal
semantic equivalence determination of the logic rule of the graph to
source field, generate the translated logic rule suitable for target field;After multi-
label prediction is carried out to
target text, the consistency check is carried out to candidate
label combination using
translation rule, and the
final labeling result is output.The application solves the logic rule invalidation problem caused by label
system isomerism and semantic boundary dynamic change in cross-domain scene by constructing the migration framework based on formal ontology
semantic alignment and hierarchical translation
verification, realizes the semantic fidelity and structure consistent translation of logic rule between heterogeneous knowledge
system, effectively avoids semantic drift and conflict misjudgment.