The Impact of Supercategory Inclusion on Semantic Classifier Performance

Autor:	Piotr Borkowski, Krzysztof Ciesielski, Mieczyslaw A. Klopotek
Rok vydání:	2021
Předmět:	Computer science business.industry Document classification Text document computer.software_genre Text mining Semantic similarity Artificial intelligence business Inclusion (education) computer Classifier (UML) Natural language processing Semantic gap
Zdroj:	Intelligent Systems in Industrial Applications ISBN: 9783030671471 ISMIS (Industrial Paper)
Popis:	It is a known phenomenon that text document classifiers may benefit from inclusion of hypernyms of the terms in the document. However, this inclusion may be a mixed blessing because it may fuzzify the boundaries between document classes [5, 6, 10].
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::29e6b6677fe5afd03e7a271167759ee6 https://doi.org/10.1007/978-3-030-67148-8_6 Zobrazit plný text záznamu