A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani
Movie recommendation system can provide the entertainment needed by our social life due to the high accuracy of the recommended movie. The system can make a suggestions to all the user based on their movie preference. Every people will have their own preference when they want to go watching movie in...
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| 格式: | Thesis |
| 語言: | English |
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2021
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| 在線閱讀: | https://ir.uitm.edu.my/id/eprint/55190/1/55190.pdf |
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my-uitm-ir.551902023-06-12T00:21:55Z A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani 2021-02 Abd Ghani, Muhammad Asyraf Algebra Analysis Geometry. Trigonometry. Topology Algorithms Movie recommendation system can provide the entertainment needed by our social life due to the high accuracy of the recommended movie. The system can make a suggestions to all the user based on their movie preference. Every people will have their own preference when they want to go watching movie in the cinema or online streaming platform such as Netflix. Amazon Prime or Youtube. The existense of movie recommendation system will make the movie selection become easier and accurate to the user. In this paper, the proposed movie recommendation system by using Cosine Similarity measure will has the ability to give the user their own recommended movie. It calculate the content in the movie and calculate its similarity by the words appear in the movie information. It generates the recommended movie for the movie lovers and make it convenient for them to make a selection on the movie. The accuracy of the recommended movie also have been discuss in details in this project. 2021-02 Thesis https://ir.uitm.edu.my/id/eprint/55190/ https://ir.uitm.edu.my/id/eprint/55190/1/55190.pdf text en public degree Universiti Teknologi MARA, Terengganu Faculty of Computer and Mathematical Sciences Mohamad, Norizan |
| institution |
Universiti Teknologi MARA |
| collection |
UiTM Institutional Repository |
| language |
English |
| advisor |
Mohamad, Norizan |
| topic |
Algebra Analysis Algebra Algorithms |
| spellingShingle |
Algebra Analysis Algebra Algorithms Abd Ghani, Muhammad Asyraf A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani |
| description |
Movie recommendation system can provide the entertainment needed by our social life due to the high accuracy of the recommended movie. The system can make a suggestions to all the user based on their movie preference. Every people will have their own preference when they want to go watching movie in the cinema or online streaming platform such as Netflix. Amazon Prime or Youtube. The existense of movie recommendation system will make the movie selection become easier and accurate to the user. In this paper, the proposed movie recommendation system by using Cosine Similarity measure will has the ability to give the user their own recommended movie. It calculate the content in the movie and calculate its similarity by the words appear in the movie information. It generates the recommended movie for the movie lovers and make it convenient for them to make a selection on the movie. The accuracy of the recommended movie also have been discuss in details in this project. |
| format |
Thesis |
| qualification_level |
Bachelor degree |
| author |
Abd Ghani, Muhammad Asyraf |
| author_facet |
Abd Ghani, Muhammad Asyraf |
| author_sort |
Abd Ghani, Muhammad Asyraf |
| title |
A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani |
| title_short |
A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani |
| title_full |
A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani |
| title_fullStr |
A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani |
| title_full_unstemmed |
A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani |
| title_sort |
content-based movie recommendation system using cosine similarity measure / muhammad asyraf abd ghani |
| granting_institution |
Universiti Teknologi MARA, Terengganu |
| granting_department |
Faculty of Computer and Mathematical Sciences |
| publishDate |
2021 |
| url |
https://ir.uitm.edu.my/id/eprint/55190/1/55190.pdf |
| _version_ |
1783734907098365952 |