Vlachidis, A;
Tudhope, D;
Wansleeben, M;
(2021)
Knowledge-Based Named Entity Recognition of Archaeological Concepts in Dutch.
In: Garoufallou, E and Ovalle-Perandones, M-A, (eds.)
Metadata and Semantic Research. MTSR 2020. Communications in Computer and Information Science.
Springer Verlag: Cham, Switzerland.
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Abstract
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is turned to one of the most important, but traditionally difficult to access resources in archaeology; the largely unpublished reports generated by commercial or “rescue” archaeology, commonly known as “grey literature”.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.
| Type: | Proceedings paper |
|---|---|
| Title: | Knowledge-Based Named Entity Recognition of Archaeological Concepts in Dutch |
| Event: | Metadata and Semantic Research MTSR 2020 |
| Location: | Madrid, Spain |
| Dates: | 30 November 2020 - 04 December 2020 |
| ISBN-13: | 978-3-030-71902-9 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1007/978-3-030-71903-6_6 |
| Publisher version: | http://dx.doi.org/10.1007/978-3-030-71903-6_6 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| Keywords: | Named Entity Recognition, Archaeology, Grey literature, CIDOC-CRM, Knowledge Organization Systems |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL SLASH UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of Arts and Humanities UCL > Provost and Vice Provost Offices > UCL SLASH > Faculty of Arts and Humanities > Dept of Information Studies |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10125868 |
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