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Automatyczny system generowania quizów (AQGS)
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ISBN10: 6209024718
ISBN13: 9786209024719
Publisher: Wydawnictwo Nasza Wiedza
Published: Sep 5 2025
Pages: 52
Weight: 0.18
Height: 0.12 Width: 6.00 Depth: 9.00
Language: Polish
ISBN13: 9786209024719
Publisher: Wydawnictwo Nasza Wiedza
Published: Sep 5 2025
Pages: 52
Weight: 0.18
Height: 0.12 Width: 6.00 Depth: 9.00
Language: Polish
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 czasochlonny charakter ręcznego tworzenia quizów i poprawia skalowalnośc w środowiskach edukacyjnych. AQGS sklada 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 wysilek 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. Przyszle ulepszenia obejmują generowanie pytań w oparciu o kod i poprawę jakości wyników quizów.
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