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Analyse des sentiments by Arjun Kuruva, Prof C. Nagaraju

Analyse des sentiments

by Arjun Kuruva , Prof C. Nagaraju
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Book cover type: Paperback
  • ISBN13: 9786209384912
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Editions Notre Savoir
  • Publisher Imprint: Editions Notre Savoir
  • Publication Date:
  • Pages: 184
  • Original Price: GBP 69.51
  • Language: French
  • Edition: N/A
  • Item Weight: 254 grams
  • BISAC Subject(s): N/A

Dans le monde num�rique actuel, les �motions s'expriment non seulement par les mots, mais aussi par les �mojis, qui enrichissent et red�finissent l'expression humaine. L'ouvrage Hybrid Deep Learning Models for Sentiment Analysis using Text and Emojis pr�sente une approche novatrice de la compr�hension des sentiments, int�grant donn�es textuelles et �mojis au sein de frameworks d'apprentissage profond avanc�s. Ce livre introduit des architectures hybrides innovantes - ECSSO, EBERT et HCGO - qui combinent les atouts des r�seaux de neurones convolutifs, r�currents, transformeurs et bas�s sur les graphes. En fusionnant les indices linguistiques et visuels-�motionnels, ces mod�les atteignent une pr�cision remarquable dans l'interpr�tation des sentiments complexes, du sarcasme et des communications num�riques riches en contexte. Gr�ce � des exp�riences et des �valuations exhaustives, la recherche d�montre des am�liorations significatives par rapport aux syst�mes textuels traditionnels, soulignant le r�le transformateur des �mojis dans l'intelligence artificielle sensible aux �motions. Destin� aux chercheurs, universitaires et professionnels du traitement automatique du langage naturel (TALN), de l'intelligence artificielle (IA) et des sciences des donn�es, cet ouvrage offre une analyse approfondie de l'analyse multimodale des sentiments et de l'avenir de l'informatique �motionnellement intelligente.

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