Abstract: Constructing virtual examples can incorporate prior knowledge into training set in machine learning, so as to alleviate the labeling bottleneck. An Ontology-driven scheme to construct text virtual sample is proposed. Under the precondition of label invari

Key words: Virtual example, Text categorization, Ontology, Ontology tree, Domain knowledge