Knowledge-Based Named Entity Recognition of Archaeological Concepts in Dutch

Andreas Vlachidis, Douglas Tudhope, Milco Wansleeben

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i gynhadleddadolygiad gan gymheiriaid

    Crynodeb

    The advancement of Natural Language Processing (NLP) allows the process of deriving information from large volumes of text to be automated, making text-based resources more discoverable and useful. The attention is turned to one of the most important, but traditionally difficult to access resources in archaeology; the largely unpublished reports generated by commercial or “rescue” archaeology, commonly known as “grey literature”. The paper presents the development and evaluation of a Named Entity Recognition system of Dutch archaeological grey literature targeted at extracting mentions of artefacts, archaeological features, materials, places and time entities. The role of domain vocabulary is discussed for the development of a KOS-driven NLP pipeline which is evaluated against a Gold Standard, human-annotated corpus.
    Iaith wreiddiolSaesneg
    TeitlCommunications in Computer and Information Science
    Is-deitlMetadata and Semantic Research. MTSR 2020
    GolygyddionEmmanouel Garoufallou, María-Antonia Ovalle-Perandones
    Man cyhoeddiCham
    CyhoeddwrSpringer
    Tudalennau53-64
    Nifer y tudalennau12
    Cyfrol1335
    ISBN (Electronig)978-3-030-71903-6
    ISBN (Argraffiad)978-3-030-71902-9978-3-030-71903-6
    Dynodwyr Gwrthrych Digidol (DOIs)
    StatwsCyhoeddwyd - 21 Maw 2021
    DigwyddiadMetadata and Semantic Research, 14th International Conference (2020) - Madrid, Sbaen
    Hyd: 2 Rhag 20204 Rhag 2020
    Rhif y gynhadledd: 14

    Cyfres gyhoeddiadau

    EnwCommunications in Computer and Information Science
    CyhoeddwrSpringer
    Cyfrol1355
    ISSN (Argraffiad)1865-0929
    ISSN (Electronig)1865-0937

    Cynhadledd

    CynhadleddMetadata and Semantic Research, 14th International Conference (2020)
    Teitl crynoMTSR 2020
    Gwlad/TiriogaethSbaen
    DinasMadrid
    Cyfnod2/12/204/12/20

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