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Collaborative Filtering Applied to Educational Data Mining, Andreas+, KDD Cup'10 #426

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AkihikoWatanabe opened this issue Oct 29, 2021 · 1 comment
Open

Collaborative Filtering Applied to Educational Data Mining, Andreas+, KDD Cup'10 #426

AkihikoWatanabe opened this issue Oct 29, 2021 · 1 comment
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CollaborativeFiltering EducationalDataMining MatrixFactorization Neural StudentPerformancePrediction

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@AkihikoWatanabe
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http://pslcdatashop.org/KDDCup/workshop/papers/KDDCup2010_Toescher_Jahrer.pdf
@AkihikoWatanabe
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KDD Cup'10のStudent Performance Predictionタスクにおいて3位をとった手法
メモリベースドな協調フィルタリングと、Matirx Factorizationモデルを利用してStudent Performance Predictionを実施。
最終的にこれらのモデルをニューラルネットでensembleしている。

@AkihikoWatanabe AkihikoWatanabe mentioned this issue Oct 29, 2021
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