Temporal Reasoning for Supporting Temporal Queries in OWL 2.0

被引:0
|
作者
Batsakis, Sotiris [1 ]
Stravoskoufos, Kostas [1 ]
Petrakis, Euripides G. M. [1 ]
机构
[1] TUC, Dept Elect & Comp Engn, Khania, Greece
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose an approach for reasoning and querying over temporal information in OWL ontologies. Representing both qualitative temporal (i.e., information whose temporal extents are unknown such as "before", "after" for temporal relations) in addition to quantitative information (i.e., where temporal information is defined precisely e. g., using dates) is a distinctive feature of the proposed ontology. Qualitative representations are very common in natural language expressions such as in free text or speech and can be proven to be valuable in the Semantic Web. Reasoning rules applying over temporal relations, infer implied relations, detect inconsistencies and retain soundness, completeness and tractability over the supported sets of relations using path consistency. Temporal representations are defined on time instants rather than on intervals (as it is typical in the literature), resulting into simpler yet equivalent representations. A SPARQL-based temporal query language capable of exploiting the characteristics of the underlying representation is also implemented and discussed.
引用
收藏
页码:558 / 567
页数:10
相关论文
共 50 条
  • [1] Temporal representation and reasoning in OWL 2
    Batsakis, Sotiris
    Petrakis, Euripides G. M.
    Tachmazidis, Ilias
    Antoniou, Grigoris
    SEMANTIC WEB, 2017, 8 (06) : 981 - 1000
  • [2] Supporting temporal text-containment queries in temporal document databases
    Norvåg, K
    DATA & KNOWLEDGE ENGINEERING, 2004, 49 (01) : 105 - 125
  • [3] CHRONOS: A reasoning engine for qualitative temporal information in OWL
    Anagnostopoulos, Eleftherios
    Batsakis, Sotiris
    Petrakis, Euripides G. M.
    17TH INTERNATIONAL CONFERENCE IN KNOWLEDGE BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS - KES2013, 2013, 22 : 70 - 77
  • [4] CHRONOS: Improving the Performance of Qualitative Temporal Reasoning in OWL
    Anagnostopoulos, Eleftherios
    Petrakis, Euripides G. M.
    Batsakis, Sotirios
    2014 IEEE 26TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI), 2014, : 309 - 315
  • [5] Supporting Iterative Cohort Construction with Visual Temporal Queries
    Krause, Josua
    Perer, Adam
    Stavropoulos, Harry
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2016, 22 (01) : 91 - 100
  • [6] A tool for ramification reasoning over temporal OWL knowledge bases
    Papadakis, Nikos
    Boutzas, Stavros
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2010, 14 (03) : 159 - 182
  • [7] Certain and Uncertain Temporal Data Representation and Reasoning in OWL 2
    Achich, Nassira
    Ghorbel, Fatma
    Hamdi, Faycal
    Metais, Elisabeth
    Gargouri, Faiez
    INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 2021, 17 (03) : 51 - 72
  • [8] A temporal description logic for reasoning over conceptual schemas and queries
    Artale, A
    Franconi, E
    Wolter, F
    Zakharyaschev, M
    LOGICS IN ARTIFICIAL INTELLIGENCE 8TH, 2002, 2424 : 98 - 110
  • [9] SOWL: A Framework for Handling Spatio-temporal Information in OWL 2.0
    Batsakis, Sotiris
    Petrakis, Euripides G. M.
    RULE-BASED REASONING, PROGRAMMING, AND APPLICATIONS, 2011, 6826 : 242 - 249
  • [10] Supporting periodic authorizations and temporal reasoning in database access control
    Bertino, E
    Bettini, C
    Ferrari, E
    Samarati, P
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON VERY LARGE DATA BASES, 1996, : 472 - 483