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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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Bibliographic Details
Main Author: Abd Ghani, Muhammad Asyraf
Format: Thesis
Language:English
Published: 2021
Subjects:
Algebra
Analysis
Geometry. Trigonometry. Topology
Algorithms
Online Access:https://ir.uitm.edu.my/id/eprint/55190/1/55190.pdf
https://ir.uitm.edu.my/id/eprint/55190/
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id my.uitm.ir.55190
record_format eprints
spelling my.uitm.ir.551902023-06-12T00:21:55Z https://ir.uitm.edu.my/id/eprint/55190/ A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani 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 NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/55190/1/55190.pdf A content-based movie recommendation system using cosine similarity measure / Muhammad Asyraf Abd Ghani. (2021) Degree thesis, thesis, Universiti Teknologi MARA, Terengganu. <http://terminalib.uitm.edu.my/55190.pdf>
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Algebra
Analysis
Geometry. Trigonometry. Topology
Algorithms
spellingShingle Algebra
Analysis
Geometry. Trigonometry. Topology
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
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
publishDate 2021
url https://ir.uitm.edu.my/id/eprint/55190/1/55190.pdf
https://ir.uitm.edu.my/id/eprint/55190/
_version_ 1769846461302833152
score 13.160551

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