Mapping Analysis in Ontology-Based Data Access: Algorithms and Complexity

被引:15
|
作者
Lembo, Domenico [1 ]
Mora, Jose [1 ]
Rosati, Riccardo [1 ]
Savo, Domenico Fabio [1 ]
Thorstensen, Evgenij [2 ]
机构
[1] Univ Roma La Sapienza, Piazzale Aldo Moro 5, I-00185 Rome, Italy
[2] Univ Oslo, Oslo, Norway
来源
关键词
D O I
10.1007/978-3-319-25007-6_13
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Ontology-based data access (OBDA) is a recent paradigm for accessing data sources through an ontology that acts as a conceptual, integrated view of the data, and declarative mappings that connect the ontology to the data sources. We study the formal analysis of mappings in OBDA. Specifically, we focus on the problem of identifying mapping inconsistency and redundancy, two of the most important anomalies for mappings in OBDA. We consider a wide range of ontology languages that comprises OWL 2 and all its profiles, and examine mapping languages of different expressiveness over relational databases. We provide algorithms and establish tight complexity bounds for the decision problems associated with mapping inconsistency and redundancy. Our results prove that, in our general framework, such forms of mapping analysis enjoy nice computational properties, in the sense that they are not harder than standard reasoning tasks over the ontology or over the relational database schema.
引用
收藏
页码:217 / 234
页数:18
相关论文
共 50 条
  • [1] Towards Mapping Analysis in Ontology-Based Data Access
    Lembo, Domenico
    Mora, Jose
    Rosati, Riccardo
    Savo, Domenico Fabio
    Thorstensen, Evgenij
    [J]. WEB REASONING AND RULE SYSTEMS, RR 2014, 2014, 8741 : 108 - +
  • [2] Bounds in Ontology-Based Data Access via Circuit Complexity
    Vladimir V. Podolskii
    [J]. Theory of Computing Systems, 2017, 61 : 464 - 493
  • [3] Bounds in Ontology-Based Data Access via Circuit Complexity
    Podolskii, Vladimir V.
    [J]. THEORY OF COMPUTING SYSTEMS, 2017, 61 (02) : 464 - 493
  • [4] A Framework for Analysis of Ontology-Based Data Access
    Konys, Agnieszka
    [J]. COMPUTATIONAL COLLECTIVE INTELLIGENCE, ICCCI 2016, PT II, 2016, 9876 : 397 - 408
  • [5] Mapping Repair in Ontology-based Data Access Evolving Systems
    Lembo, Domenico
    Rosati, Riccardo
    Santarelli, Valerio
    Savo, Domenico Fabio
    Thorstensen, Evgenij
    [J]. PROCEEDINGS OF THE TWENTY-SIXTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 1160 - 1166
  • [6] Ontology-based Data Access
    Rosati, Riccardo
    [J]. 2015 3RD INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD) AND INTERNATIONAL CONFERENCE ON OPEN AND BIG (OBD), 2015, : XLIII - XLIII
  • [7] Ontology-Based Data Access Mapping Generation Using Data, Schema, Query, and Mapping Knowledge
    Heyvaert, Pieter
    Dimou, Anastasia
    Verborgh, Ruben
    Mannens, Erik
    [J]. SEMANTIC WEB, ESWC 2017, PT II, 2017, 10250 : 205 - 215
  • [8] Ontology-based data access systems
    M. R. Kogalovsky
    [J]. Programming and Computer Software, 2012, 38 : 167 - 182
  • [9] Ontology-Based Data Access to Slegge
    Hovland, Dag
    Kontchakov, Roman
    Skjaeveland, Martin G.
    Waaler, Arild
    Zakharyaschev, M.
    [J]. SEMANTIC WEB - ISWC 2017, PT II, 2017, 10588 : 120 - 129
  • [10] Ontology-Based Data Access: A Survey
    Xiao, Guohui
    Calvanese, Diego
    Kontchakov, Roman
    Lembo, Domenico
    Poggi, Antonella
    Rosati, Riccardo
    Zakharyaschev, Michael
    [J]. PROCEEDINGS OF THE TWENTY-SEVENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2018, : 5511 - 5519