£69.99

Analisi del sentimento: Modelli ibridi di apprendimento profondo per l'analisi dei sentimenti: Sfruttare il testo e le emoji per migliorare la classificazione del sentiment

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Description

Nel mondo digitale odierno, le emozioni vengono trasmesse non solo attraverso le parole, ma anche attraverso emoji che arricchiscono e ridefiniscono l'espressione umana. "Hybrid Deep Learning Models for Sentiment Analysis using Text and Emojis" presenta un approccio innovativo alla comprensione dei sentimenti, integrando dati testuali ed emoji all'interno di framework avanzati di deep learning. Questo libro introduce architetture ibride innovative – ECSSO, EBERT e HCGO – che combinano i punti di forza delle reti neurali convoluzionali, ricorrenti, basate su trasformatori e basate su grafici. Fondendo indizi linguistici e visivo-emozionali, questi modelli raggiungono una notevole accuratezza nell'interpretazione di sentimenti complessi, sarcasmo e comunicazione digitale ricca di contesto. Attraverso esperimenti e valutazioni approfondite, la ricerca dimostra miglioramenti significativi rispetto ai tradizionali sistemi basati solo su testo, evidenziando il ruolo trasformativo degli emoji nell'intelligenza artificiale basata sulle emozioni. Progettato per ricercatori, studiosi e professionisti dell'elaborazione del linguaggio naturale (NLP), dell'intelligenza artificiale (IA) e della scienza dei dati, questo libro offre approfondimenti sull'analisi multimodale del sentiment e sul futuro dell'informatica basata sull'intelligenza emotiva.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
15 December 2025
Listed Since
16 December 2025

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