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Analiza nastrojów by Arjun Kuruva, Prof C. Nagaraju

Analiza nastrojów

by Arjun Kuruva , Prof C. Nagaraju
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Book cover type: Paperback
  • ISBN13: 9786209390036
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Publication Date:
  • Pages: 180
  • Original Price: GBP 69.51
  • Language: Polish
  • Edition: N/A
  • Item Weight: 250 grams
  • BISAC Subject(s): N/A

W dzisiejszym cyfrowym świecie emocje są przekazywane nie tylko za pomocą sl�w, ale także emoji, kt�re wzbogacają i na nowo definiują ludzką ekspresję. Książka "Hybrid Deep Learning Models for Sentiment Analysis using Text and Emojis" prezentuje przelomowe podejście do rozumienia sentyment�w poprzez integrację danych tekstowych i emoji w ramach zaawansowanych framework�w glębokiego uczenia. Niniejsza książka przedstawia innowacyjne architektury hybrydowe - ECSSO, EBERT i HCGO - kt�re lączą zalety sieci neuronowych splotowych, rekurencyjnych, transformatorowych i grafowych. Lącząc wskaz�wki językowe i wizualno-emocjonalne, modele te osiągają niezwyklą dokladnośc w interpretacji zlożonych sentyment�w, sarkazmu i bogatej w kontekst komunikacji cyfrowej. Dzięki kompleksowym eksperymentom i ewaluacjom badania wykazują znaczące udoskonalenia w por�wnaniu z tradycyjnymi systemami opartymi wylącznie na tekście, podkreślając transformacyjną rolę emotikon�w w sztucznej inteligencji uwzględniającej emocje. Książka ta, przeznaczona dla badaczy, naukowc�w i profesjonalist�w z zakresu przetwarzania języka naturalnego (NLP), sztucznej inteligencji (AI) i nauki o danych, oferuje doglębny wgląd w multimodalną analizę sentyment�w i przyszlośc obliczeń opartych na inteligencji emocjonalnej.

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