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Archive for Content Recommendation System used as an example for a presentation given in the ASQ "Technologie im Kontext von Ethik, Gesellschaft und Kultur" in WiSe2022/23

Jupyter Notebook 100.00%

crs-asq-wise2223's Introduction

Beispielhaftes Content Recommendation System

Empfiehlt, ausgehend von einem beispielhaften Film, fünf andere aus den Top 1000 Filmen der IMDB.

Grundlage

Beispielarchitektur von Piero Paialunga

Relevante Software und Packages

  • Python 3
  • Jupyter
  • matplotlib
  • Numpy
  • SentenceTransformer
  • Pandas
  • Seaborn
  • scikit-learn

Anleitung

  1. Vollständiges Ausführen (Run all) des Notebooks trainiert Neuronales Netz
  2. Neu-Ausführen des 7. Blocks führt zu neuen Empfehlungen für 4 zufällig ausgewählte Filme
  3. Befehl give_recommendations(i,True,True), wobei i+1 die Nummer des Filmes in imdb_top_1000.csv ist, generiert Empfehlungen für den Film

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