Named entity linking in a complex domain: Case second world war history

Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings, Volume 10318 LNAI, pp. 120-133, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; Volume 10318 LNAI

Abstract

This paper discusses the challenges of applying named entity linking in a rich, complex domain – specifically, the linking of (1) military units, (2) places and (3) people in the context of interlinked Second World War data. Multiple sub-scenarios are discussed in detail through concrete evaluations, analyzing the problems faced, and the solutions developed. A key contribution of this work is to highlight the heterogeneity of problems and approaches needed even inside a single domain, depending on both the source data as well as the target authority.

DOI

10.1007/978-3-319-59888-8_10

Citation

Heino, E, Tamper, M, Mäkelä, E, Leskinen, P, Ikkala, E, Tuominen, J, Koho, M & Hyvönen, E 2017, Named entity linking in a complex domain : Case second world war history. in Language, Data, and Knowledge - First International Conference, LDK 2017, Proceedings. vol. 10318 LNAI, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10318 LNAI, Springer, pp. 120-133, International Conference on Language, Data, and Knowledge, Galway, Ireland, 19/06/2017. https://doi.org/10.1007/978-3-319-59888-8_10

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https://urn.fi/URN:NBN:fi:aalto-202106097300

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[article-cris] Perustieteiden korkeakoulu / SCI

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Named entity linking in a complex domain: Case second world war history

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