THE DATA COMPLEXITY OF DESCRIPTION LOGIC ONTOLOGIES

被引:8
作者
Lutz, Carsten [1 ]
Wolter, Frank [2 ]
机构
[1] Univ Bremen, Bremen, Germany
[2] Univ Liverpool, Liverpool, Merseyside, England
基金
英国工程与自然科学研究理事会;
关键词
Description Logic; Ontology-Mediated Querying; Data Complexity; QUERY; CONSTRAINTS; FAMILY;
D O I
10.23638/LMCS-13(4:7)2017
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We analyze the data complexity of ontology-mediated querying where the ontologies are formulated in a description logic (DL) of the ALC family and queries are conjunctive queries, positive existential queries, or acyclic conjunctive queries. Our approach is non-uniform in the sense that we aim to understand the complexity of each single ontology instead of for all ontologies formulated in a certain language. While doing so, we quantify over the queries and are interested, for example, in the question whether all queries can be evaluated in polynomial time w.r.t. a given ontology. Our results include a PTime/coNP-dichotomy for ontologies of depth one in the description logic ALCFI, the same dichotomy for ALC- and ALC I-ontologies of unrestricted depth, and the non-existence of such a dichotomy for ALCF-ontologies. For the latter DL, we additionally show that it is undecidable whether a given ontology admits PTIME query evaluation. We also consider the connection between PTIME query evaluation and rewritability into (monadic) Datalog.
引用
收藏
页数:46
相关论文
共 65 条
  • [1] Afrati F., 1991, Proceedings of the Tenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, P13, DOI 10.1145/113413.113415
  • [2] ALLENDER E, 2005, MFCS, V3618, P71
  • [3] [Anonymous], 1990, STUDIES LOGIC FDN MA
  • [4] [Anonymous], 2013, IJCAI 2013 P 23 INT
  • [5] [Anonymous], 2011, IJCAI
  • [6] [Anonymous], 2016, INT JOINT C ARTIFICI
  • [7] The DL-Lite Family and Relations
    Artale, Alessandro
    Calvanese, Diego
    Kontchakov, Roman
    Zakharyaschev, Michael
    [J]. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2009, 36 : 1 - 69
  • [8] On digraph coloring problems and treewidth duality
    Atserias, Albert
    [J]. EUROPEAN JOURNAL OF COMBINATORICS, 2008, 29 (04) : 796 - 820
  • [9] Baader F, 2016, J ARTIF INTELL RES, V56, P1
  • [10] Baader F, 2005, 19TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-05), P364