"... Abstract—Recent applications including the Semantic Web, Web ontology and XML have sparked a renewed interest on graph-structured databases. Among others, twig queries have been a popular tool for retrieving subgraphs from graphstructured databases. To optimize twig queries, selectivity estimation h ..."