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DETECÇÃO DE LINGUAGEM OFENSIVA ATRAVÉS DA CLASSIFICAÇÃO DE TEXTOS

DETECÇÃO DE LINGUAGEM OFENSIVA ATRAVÉS DA CLASSIFICAÇÃO DE TEXTOS

Naseem Khayum / Patan Fiza Banu

70,83 €
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Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Redes y comunicaciones informáticas
ISBN:
9786208782009
70,83 €
IVA incluido
Disponible

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Sobre IBD

Neste livro, propomos um pipeline de classificação de texto modular em conjuntos de dados de redes sociais com foco no Twitter. A nossa abordagem proposta consiste em tirar partido de um desenvolvimento modular que permite uma utilização fácil para combinar diferentes componentes de classificação de texto. A principal contribuição deste trabalho é o facto de apresentar um novo pipeline de classificação de texto modular para facilitar a avaliação comparativa através da realização de um estudo analítico detalhado das abordagens, caraterísticas e incorporação de melhor desempenho relatadas pelo estado da arte.

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Otros libros del autor

  • ERKENNUNG ANSTÖSSIGER SPRACHE DURCH TEXT-KLASSIFIZIERUNG
    Naseem Khayum / Patan Fiza Banu
    In diesem Buch schlagen wir eine modulare Textklassifizierungspipeline für Social-Media-Datensätze mit Schwerpunkt auf Twitter vor. Unser vorgeschlagener Ansatz besteht darin, eine modulare Entwicklung zu nutzen, die eine einfache Kombination verschiedener Textklassifizierungskomponenten ermöglicht. Der Hauptbeitrag dieser Arbeit besteht darin, dass sie eine neue modulare Textk...
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  • RILEVAMENTO DEL LINGUAGGIO OFFENSIVO ATTRAVERSO LA CLASSIFICAZIONE DEL TESTO
    Naseem Khayum / Patan Fiza Banu
    In questo libro proponiamo una pipeline modulare di classificazione del testo su dataset di social media, con particolare attenzione a Twitter. L’approccio proposto è quello di sfruttare uno sviluppo modulare che consente di combinare facilmente diversi componenti di classificazione del testo. Il principale contributo di questo lavoro è la presentazione di una nuova pipeline mo...
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  • DÉTECTION DES LANGUES OFFENSIVES PAR LA CLASSIFICATION DES TEXTES
    Naseem Khayum / Patan Fiza Banu
    Dans ce livre, nous proposons un pipeline modulaire de classification de texte sur des ensembles de données de médias sociaux, en particulier sur Twitter. L’approche que nous proposons consiste à tirer parti d’un développement modulaire qui permet de combiner facilement différents composants de classification de texte. La principale contribution de ce travail est qu’il présente...
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  • WYKRYWANIE OBRAŹLIWEGO JĘZYKA POPRZEZ KLASYFIKACJĘ TEKSTU
    Naseem Khayum / Patan Fiza Banu
    W tej książce proponujemy modułowy potok klasyfikacji tekstu na zbiorach danych mediów społecznościowych, koncentrując się na Twitterze. Proponowane przez nas podejście polega na wykorzystaniu modułowego rozwoju, który pozwala na łatwe łączenie różnych komponentów klasyfikacji tekstu. Głównym wkładem tej pracy jest przedstawienie nowego modułowego potoku klasyfikacji tekstu w c...
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  • OFFENSIVE LANGUAGE DETECTION THROUGH TEXT CLASSIFICATION
    Naseem Khayum / Patan Fiza Banu
    In this book, we propose a modular text classification pipeline on social media datasets focusing on Twitter. Our proposed approach is to leverage a modular development that allows easy use for combining different text classification components. This work’s main contribution is that it presents a new modular text classification pipeline to facilitate benchmarking by conducting ...
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