Szczegóły publikacji

Opis bibliograficzny

Semantic similarity analysis for entity set expansion / Weronika T. ADRIAN, Kornel Wilk, Marek ADRIAN, Krzysztof KLUZA, Antoni LIGĘZA // W: Knowledge Discovery, Knowledge Engineering and Knowledge Management : 12th International Joint Conference, IC3K 2020 : virtual event, November 2–4, 2020 : revised selected papers / eds. Ana Fred, [et al.]. — Cham : Springer Nature Switzerland, cop. 2022. — (Communications in Computer and Information Science ; ISSN 1865-0929 ; vol. 1608). — ISBN: 978-3-031-14601-5; e-ISBN: 978-3-031-14602-2. — S. 45–69. — Bibliogr., Abstr. — Publikacja dostępna online od: 2022-09-07


Autorzy (5)


Słowa kluczowe

knowledge integrationknowledge processingentity set expansionsemantic similarityknowledge graphsknowledge representation

Dane bibliometryczne

ID BaDAP143081
Data dodania do BaDAP2022-10-14
DOI10.1007/978-3-031-14602-2_3
Rok publikacji2022
Typ publikacjimateriały konferencyjne (aut.)
Otwarty dostęptak
WydawcaSpringer
Konferencja12th international joint conference on knowledge discovery, knowledge engineering and knowledge management
Czasopismo/seriaCommunications in Computer and Information Science

Abstract

Grouping objects into a common, initially unknown, category underlies several important tasks, such as query suggestion or automatic lexicon generation. However, while coming up with more things “of the same kind” is easy for humans, it is not trivial for Artificial Intelligence. This task is commonly known as the Entity Set Expansion (ESE) problem, and has been studied in different branches of AI and NLP. In this paper, we review different similarity metrics and techniques that could be applied to the ESE problem. Moreover, we decompose the problem into phases and demonstrate how to use several approaches together. In particular, we combine semantic similarity metrics with Meta Path algorithm for knowledge graphs. We discuss the results and show that the presented setting can be reused in further research into hybrid approaches to the ESE problem.

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Tracing the evolution of approaches to semantic similarity analysis / Weronika T. ADRIAN, Sebastian Skoczeń, Szymon Majkut, Krzysztof KLUZA, Antoni LIGĘZA // W: IC3K 2020 [Dokument elektroniczny] : proceedings of the 12th international joint conference on Knowledge discovery, knowledge engineering and knowledge management : November 2-4, 2020. Vol. 2, KEOD : 12th international conference on Knowledge Engineering and Ontology Development / eds. David Aveiro, Jan Dietz, Joaquim Filipe. — Wersja do Windows. — Dane tekstowe. — [S. l.] : SciTePress - Science and Technology Publications, 2020. — e-ISBN:  978-989-758-474-9. — S. 157-164. — Wymagania systemowe: Adobe Reader. — Bibliogr. s. 163-164, Abstr.
fragment książki
Set expander: a knowledge-based system for Entity Set Expansion / Weronika T. ADRIAN, Paweł Caryk // W: WEBIST 2021 [Dokument elektroniczny] : 17th international conference on Web Information Systems and Technologies : October 26-28, 2021, [online] : proceedings / eds. Francisco Domínguez Mayo, Massimo Marchiori, Joaquim Filipe. — Wersja do Windows. — Dane tekstowe. — [Setúbal : SCITEPRESS – Science and Technology Publications, Lda], [cop. 2021]. — (WEBIST ; ISSN 2184-3252). — e-ISBN:  978-989-758-536-4. — S. 494–500. — Wymagania systemowe: Adobe Reader. — Tryb dostępu: https://www.scitepress.org/Link.aspx?doi=10.5220/001071510000... [2022-02-02]. — Bibliogr. s. 499–500, Abstr. — Dostęp do pełnego tekstu po zalogowaniu