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Automatyczny system generowania quizów (AQGS)

Automatyczny system generowania quizów (AQGS)

Sanaa Al-Ahdal

65,35 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Tecnología: cuestiones generales
ISBN:
9786209024719
65,35 €
IVA incluido
Disponible
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Książka przedstawia rozwój automatycznego systemu generowania quizów (AQGS), który wykorzystuje przetwarzanie języka naturalnego (NLP) i sztuczną inteligencję (AI) do automatyzacji tworzenia quizów z dokumentów cyfrowych. System ten eliminuje czasochłonny charakter ręcznego tworzenia quizów i poprawia skalowalność w środowiskach edukacyjnych. AQGS składa się z pięciu kluczowych etapów: wyodrębniania tekstu z plików, segmentowania tekstu na mniejsze fragmenty, tworzenia osadzania, przechowywania tych osadów jako wektorów oraz generowania pytań quizowych przy użyciu dużych modeli językowych (LLM). Automatyzując ten proces, AQGS skraca czas i wysiłek wymagany do tworzenia quizów, umożliwiając nauczycielom skupienie się na ważniejszych zadaniach. W projekcie omówiono także wyzwania techniczne i narzędzia, takie jak Langchain, GROBID i Pinecone. Przyszłe ulepszenia obejmują generowanie pytań w oparciu o kod i poprawę jakości wyników quizów.

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