TermGenie - a web-application for pattern-based ontology class generation

被引:21
|
作者
Dietze, Heiko [1 ]
Berardini, Tanya Z. [2 ]
Foulger, Rebecca E. [3 ]
Hill, David P. [4 ]
Lomax, Jane [3 ]
Osumi-Sutherland, David [3 ]
Roncaglia, Paola [2 ]
Mungall, Christopher J. [1 ]
机构
[1] Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Genom Div, Berkeley, CA 94720 USA
[2] Phoenix Bioinformat, Arabidopsis Informat Resource, Redwood City, CA 94063 USA
[3] EBI, EMBL, Cambridge CB10 1SD, England
[4] Jackson Lab, Mouse Genome Informat, Bar Harbor, ME 04609 USA
来源
关键词
Ontology; Class generation; GENE ONTOLOGY; INTEGRATION;
D O I
10.1186/2041-1480-5-48
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Biological ontologies are continually growing and improving from requests for new classes (terms) by biocurators. These ontology requests can frequently create bottlenecks in the biocuration process, as ontology developers struggle to keep up, while manually processing these requests and create classes. Results: TermGenie allows biocurators to generate new classes based on formally specified design patterns or templates. The system is web-based and can be accessed by any authorized curator through a web browser. Automated rules and reasoning engines are used to ensure validity, uniqueness and relationship to pre-existing classes. In the last 4 years the Gene Ontology TermGenie generated 4715 new classes, about 51.4% of all new classes created. The immediate generation of permanent identifiers proved not to be an issue with only 70 (1.4%) obsoleted classes. Conclusion: TermGenie is a web-based class-generation system that complements traditional ontology development tools. All classes added through pre-defined templates are guaranteed to have OWL equivalence axioms that are used for automatic classification and in some cases inter-ontology linkage. At the same time, the system is simple and intuitive and can be used by most biocurators without extensive training.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] TermGenie – a web-application for pattern-based ontology class generation
    Heiko Dietze
    Tanya Z Berardini
    Rebecca E Foulger
    David P Hill
    Jane Lomax
    David Osumi-Sutherland
    Paola Roncaglia
    Christopher J Mungall
    [J]. Journal of Biomedical Semantics, 5
  • [2] Supporting pattern-based application authoring for the semantic Web
    Michael, F
    Claudia, N
    Matthias, H
    [J]. INTELLIGENT AND ADAPTIVE SYSTEMS AND SOFTWARE ENGINEERING, 2004, : 215 - 220
  • [3] PATTERN-BASED ONTOLOGY TRANSFORMATION SERVICE
    Svab-Zamazal, Ondrej
    Svatek, Vojtech
    Scharffe, Francois
    [J]. KEOD 2009: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON KNOWLEDGE ENGINEERING AND ONTOLOGY DEVELOPMENT, 2009, : 42 - +
  • [4] A Pattern-Based Ontology Engineering Platform
    Janke, Thomas
    [J]. PROCEEDINGS OF THE 12TH EUROPEAN CONFERENCE ON KNOWLEDGE MANAGEMENT, VOLS 1 AND 2, 2011, : 461 - 469
  • [5] Experiments on Pattern-based Ontology Design
    Blomqvist, Eva
    Gangemi, Aldo
    Presutti, Valentina
    [J]. K-CAP'09: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON KNOWLEDGE CAPTURE, 2009, : 41 - 48
  • [6] OntoCase - A pattern-based ontology construction approach
    Blomqvist, Eva
    [J]. ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS 2007: COOPLS, DOA, ODBASE, GADA, AND IS, PT 1, PROCEEDINGS, 2007, 4803 : 971 - 988
  • [7] Pattern-based semantic tagging for ontology population
    Inaba, Masumi
    Iida, Takayuki
    Yamasaki, Tomohiro
    Fume, Kosei
    Mizoguchi, Yumiko
    Nagano, Shinichi
    Kawamura, Takahiro
    [J]. SERVICE-ORIENTED COMPUTING: AGENTS, SEMANTICS, AND ENGINEERING, PROCEEDINGS, 2008, 5006 : 45 - 55
  • [8] A pattern-based approach to a cell tracking ontology
    Burek, Patryk
    Scherf, Nico
    Herre, Heinrich
    [J]. KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KES 2019), 2019, 159 : 784 - 793
  • [9] A Pattern-Based Framework of Change Operators for Ontology Evolution
    Javed, Muhammad
    Abgaz, Yalemisew M.
    Pahl, Claus
    [J]. ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2009 WORKSHOPS, 2009, 5872 : 544 - 553
  • [10] PATOMAT - VERSATILE FRAMEWORK FOR PATTERN-BASED ONTOLOGY TRANSFORMATION
    Zamazal, Ondrej
    Svatek, Vojtech
    [J]. COMPUTING AND INFORMATICS, 2015, 34 (02) : 305 - 336