Interactive Ontology Matching with Flexible and Cost-Efficient Learning

DualLoop, a novel active learning method tailored to ontology matching, offers flexible and cost-efficient discovery of matches by combining an ensemble of tunable heuristic matchers, a short-term learner for high-confidence exploitation, and long-term learners for exploring potential matches.