• DocumentCode
    728982
  • Title

    Tree-like Queries in OWL 2 QL: Succinctness and Complexity Results

  • Author

    Bienvenu, Meghyn ; Kikot, Stanislav ; Podolskii, Vladimir

  • Author_Institution
    Lab. de Rech. en Inf., Univ. Paris-Sud, Orsay, France
  • fYear
    2015
  • fDate
    6-10 July 2015
  • Firstpage
    317
  • Lastpage
    328
  • Abstract
    This paper investigates the impact of query topology on the difficulty of answering conjunctive queries in the presence of OWL 2 QL ontologies. Our first contribution is to clarify the worst-case size of positive existential (PE), non-recursive Data log (NDL), and first-order (FO) rewritings for various classes of tree-like conjunctive queries, ranging from linear queries to bounded tree width queries. Perhaps our most surprising result is a super polynomial lower bound on the size of PE-rewritings that holds already for linear queries and ontologies of depth 2. More positively, we show that polynomial-size NDL-rewritings always exist for tree-shaped queries with a bounded number of leaves (and arbitrary ontologies), and for bounded tree width queries paired with bounded depth ontologies. For FO-rewritings, we equate the existence of polysize rewritings with well-known problems in Boolean circuit complexity. As our second contribution, we analyze the computational complexity of query answering and establish tractability results (either NL-or LOGCFL-completeness) for a range of query-ontology pairs. Combining our new results with those from the literature yields a complete picture of the succinctness and complexity landscapes for the considered classes of queries and ontologies.
  • Keywords
    Boolean functions; computational complexity; knowledge representation languages; ontologies (artificial intelligence); query processing; rewriting systems; trees (mathematics); Boolean circuit complexity; LOGCFL-completeness; NL-completeness; OWL 2 QL ontologies; arbitrary ontologies; bounded depth ontologies; bounded tree width queries; complexity landscape; computational complexity; conjunctive query answering; first-order rewritings; linear queries; nonrecursive data log; polynomial-size NDL-rewritings; polysize rewritings; positive existential; query topology; query-ontology pair; succinctness; superpolynomial lower bound; tractability results; tree-like conjunctive queries; Boolean functions; Complexity theory; Databases; Knowledge based systems; OWL; Ontologies; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Logic in Computer Science (LICS), 2015 30th Annual ACM/IEEE Symposium on
  • Conference_Location
    Kyoto
  • ISSN
    1043-6871
  • Type

    conf

  • DOI
    10.1109/LICS.2015.38
  • Filename
    7174892