COMPSCI 753 Algorithms for Massive Data 2 / Semester 2 2024Python

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最新推荐文章于 2025-06-02 22:18:00 发布

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Java Python COMPSCI 753

Algorithms for Massive Data

Assignment 2 / Semester 2, 2024

Recommender Systems

General instructions and data

Recommender systems are widely used in entertainment. In this assignment, we will explore one of the Goodreads review datasets using the recommendation algorithms learned in the lectures. To make the task feasible on most of the laptops and PCs, we have extracted a manageable dataset of reviews on Young Adult books1 (containing 2,389,900 reviews). We have split the dataset on training data (1,433,940 reviews), validation data (477,980 reviews) and test data (477,980 reviews). The corresponding files can be found on the assignment page. These files are of the same format. Each line includes a user id, item id, review id and rating.

Submission

Please submit (1) a file (.pdf or .html) that