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Mohamed Sarwat
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Update README.md
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README.md

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@@ -84,15 +84,15 @@ When you issue a query such as this, the only interesting data will come from th
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Currently, the available recommendation algorithms that could be passed to the USING clause are the following:
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ItemCosCF: Item-Item Collaborative Filtering using Cosine Similarity measure.
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```ItemCosCF``` Item-Item Collaborative Filtering using Cosine Similarity measure.
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ItemPearCF: Item-Item Collaborative Filtering using Pearson Correlation Similarity measure.
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```ItemPearCF``` Item-Item Collaborative Filtering using Pearson Correlation Similarity measure.
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UserCosCF: User-User Collaborative Filtering using Cosine Similarity measure.
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```UserCosCF``` User-User Collaborative Filtering using Cosine Similarity measure.
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UserPearCF: User-User Collaborative Filtering using Cosine Similarity measure.
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```UserPearCF``` User-User Collaborative Filtering using Cosine Similarity measure.
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SVD: Simon Funk Singular Value Decomposition.
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```SVD``` Simon Funk Singular Value Decomposition.
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Note that if you do not specify which user(s) you want recommendations for, it will generate recommendations for all users, which can take an extremely long time to finish.
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