Automatic Extraction of Axioms from Wikipedia Using SPARQL

被引：1
|
作者：
Haidar-Ahmad, Lara [1 ]
Zouaq, Amal [1 ,2 ]
Gagnon, Michel [1 ]
机构：
[1] Ecole Polytech, Dept Comp & Software Engn, Montreal, PQ, Canada
[2] Univ Ottawa, Sch Elect Engn & Comp Sci, Ottawa, ON, Canada
来源：
SEMANTIC WEB, ESWC 2016 | 2016年 / 9989卷
关键词：
D O I：
10.1007/978-3-319-47602-5_13
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Building rich axiomatic ontologies automatically is a step towards the realization of the Semantic Web. In this paper, we describe an automatic approach to extract complex classes' axioms from Wikipedia definitions based on recurring syntactic structures. The objective is to enrich DBpedia concept descriptions with formal definitions. We leverage RDF to build a sentence representation and SPARQL to model patterns and their transformations, thus easing the querying of syntactic structures and the reusability of the extracted patterns. Our preliminary evaluation shows that we obtain satisfying results, which will be further improved.
引用
收藏
页码：60 / 64
页数：5
相关论文
共 50 条
  • [1] Automatic Extraction of Semantic Relations from Wikipedia
    Arnold, Patrick
    Rahm, Erhard
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2015, 24 (02)
  • [2] Automatic Extraction of Axioms for Planning
    Miura, Shuwa
    Fukunaga, Alex
    TWENTY-SEVENTH INTERNATIONAL CONFERENCE ON AUTOMATED PLANNING AND SCHEDULING, 2017, : 218 - 227
  • [3] Fun Facts: Automatic Trivia Fact Extraction from Wikipedia
    Tsurel, David
    Pelleg, Dan
    Guy, Ido
    Shahaf, Dafna
    WSDM'17: PROCEEDINGS OF THE TENTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, 2017, : 345 - 354
  • [4] An Approach of Automatic SPARQL Generation for BIM Data Extraction
    Guo, Dongming
    Onstein, Erling
    La Rosa, Angela Daniela
    APPLIED SCIENCES-BASEL, 2020, 10 (24): : 1 - 17
  • [5] Semi-automatic Extraction And Modeling Of Ontologies Using Wikipedia XML Corpus
    De Silva, Lalindra
    Jayaratne, Lakshman
    2009 SECOND INTERNATIONAL CONFERENCE ON THE APPLICATIONS OF DIGITAL INFORMATION AND WEB TECHNOLOGIES (ICADIWT 2009), 2009, : 446 - 451
  • [6] Information Extraction from Wikipedia Using Pattern Learning
    Mihaltz, Marton
    ACTA CYBERNETICA, 2010, 19 (04): : 677 - 694
  • [7] Building up ontologies with property axioms from English wikipedia
    Kawakami T.
    Morita T.
    Yamaguchi T.
    Transactions of the Japanese Society for Artificial Intelligence, 2020, 35 (04) : 1 - 14
  • [8] Automatic extraction of semantic relationships for WordNet by means of pattern learning from Wikipedia
    Ruiz-Casado, M
    Alfonseca, E
    Castells, P
    NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, PROCEEDINGS, 2005, 3513 : 67 - 79
  • [9] Updating Wikipedia via DBpedia Mappings and SPARQL
    Ahmeti, Albin
    Fernandez, Javier D.
    Polleres, Axel
    Savenkov, Vadim
    SEMANTIC WEB ( ESWC 2017), PT I, 2017, 10249 : 485 - 501
  • [10] Enhanced testing of domain specific applications by automatic extraction of axioms from functional specifications
    Sinha, A
    Smidts, CS
    Moran, A
    ISSRE 2003: 14TH INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING, PROCEEDINGS, 2003, : 181 - 190
12345