Answering Metaqueries over Hi (OWL 2 QL) Ontologies

Authors: Maurizio Lenzerini, Lorenzo Lepore, Antonella Poggi

IJCAI 2016 | Conference PDF | Archive PDF | Plain Text | LLM Run Details

Reproducibility Variable Result LLM Response
Research Type Experimental To test the practical applicability of LMG, we have conducted a set of experiments on query answering using both LMG, and NAIVE. In particular, we compared the evaluation time of 8 queries, over an ontology containing about 100000 ABox axioms, and 260 TBox axioms. The tests have been performed using Mastro [Calvanese et al., 2011] as OWL 2 QL reasoner with java 7 on a Dell computer equipped with an Intel i7 2.70GHz processor, assigning 2GB memory to Java. The results of the experiments, reported in Table 1, show that, except for query Q1(x, y)... LMG outperforms NAIVE in terms of evaluation time, thanks to the smarter instantiation of the metavariables performed by LMG.
Researcher Affiliation Academia Maurizio Lenzerini1, Lorenzo Lepore1,2, Antonella Poggi2 1Dipartimento di Ingegneria Informatica, Automatica e Gestionale Antonio Ruberti 2Dipartimento di Scienze Documentarie, Linguistico-Filologiche e Geografiche Sapienza Universit a di Roma lastname@dis.uniroma1.it
Pseudocode No The paper describes algorithms (NAIVE, LMG) but does not provide structured pseudocode or algorithm blocks.
Open Source Code No The paper does not provide any statement or link regarding the availability of open-source code for the described methodology.
Open Datasets No The paper mentions 'an ontology containing about 100000 ABox axioms, and 260 TBox axioms' but does not provide specific access information (link, DOI, repository, or citation) for this or any other dataset used in experiments.
Dataset Splits No The paper does not provide specific dataset split information, such as percentages, sample counts, or references to predefined splits, needed to reproduce data partitioning for training, validation, or testing.
Hardware Specification Yes The tests have been performed using Mastro [Calvanese et al., 2011] as OWL 2 QL reasoner with java 7 on a Dell computer equipped with an Intel i7 2.70GHz processor, assigning 2GB memory to Java.
Software Dependencies Yes The tests have been performed using Mastro [Calvanese et al., 2011] as OWL 2 QL reasoner with java 7 on a Dell computer equipped with an Intel i7 2.70GHz processor, assigning 2GB memory to Java.
Experiment Setup Yes we have conducted a set of experiments on query answering using both LMG, and NAIVE. In particular, we compared the evaluation time of 8 queries, over an ontology containing about 100000 ABox axioms, and 260 TBox axioms. The tests have been performed using Mastro [Calvanese et al., 2011] as OWL 2 QL reasoner with java 7 on a Dell computer equipped with an Intel i7 2.70GHz processor, assigning 2GB memory to Java.