Demographic

• Method 1: A technique for stepwise hierarchical generalization using an ontology-based demographic dictionary 

• Method 2: Propose a technique to enhance the performance of the Commonsense Classifier by extracting demographic terms that exceed the threshold, then using ChatGPT to augment relatively insufficient predictions

• In Method 1, the classifier performed 2.33% better than using the existing baseline dataset, while Method 2 showed a 0.96% improvement 

Outcome

• IEEE Access (SCI) Published