Movie recommendation system / Najwa Syamimie Hasnu

Movie Recommendation System is essentially developed for the purpose of producing a movie recommendation list therefore, it is paired with algorithm to provide the desired functionalities and features in the system. As known, users prefer to use system that recommend suitable items according to thei...

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Bibliographic Details
Main Author:	Hasnu, Najwa Syamimie
Format:	Thesis
Language:	English
Published:	2020
Subjects:	Electronic Computers Computer Science Multimedia systems Computer software Application software System design Fuzzy logic
Online Access:	https://ir.uitm.edu.my/id/eprint/55295/1/55295.pdf
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id	my-uitm-ir.55295
record_format	uketd_dc
spelling	my-uitm-ir.552952023-06-12T00:14:29Z Movie recommendation system / Najwa Syamimie Hasnu 2020-04 Hasnu, Najwa Syamimie Electronic Computers. Computer Science Multimedia systems Programming. Rule-based programming. Backtrack programming Computer software Application software System design Web-based user interfaces. User interfaces (Computer systems) Fuzzy logic Movie Recommendation System is essentially developed for the purpose of producing a movie recommendation list therefore, it is paired with algorithm to provide the desired functionalities and features in the system. As known, users prefer to use system that recommend suitable items according to their preferences so that they will not have to go through hundreds of movie list to find something that they may like. It was difficult enough to look for list of movies on the Internet, moreover to browse through the long list to find what they have been looking for. Therefore, it is essentially needed for the user to use a recommendation system that can help them get through with this process. As a result, the objectives for this project are to study the most suitable algorithms used for a movie recommender system, to implement Collaborative Filtering algorithm on a movie recommender system prototype and to test the functionality of the movie recommender system, hi this project, a movie recommendation system with the use of Collaborative Filtering is proposed to produce a set list of movies for the users. This process will be done with the process of calculation the similarity of the movies rated by the users and a recommendation list will be produced through it. PHPMyAdmin is used to store the dataset and also acts as a database for user information. The algorithm chosen was implemented using Java Programming language and was tested using Root Means Square Error (RMSE) formula. 2020-04 Thesis https://ir.uitm.edu.my/id/eprint/55295/ https://ir.uitm.edu.my/id/eprint/55295/1/55295.pdf text en public degree Universiti Teknologi MARA, Terengganu Faculty of Computer and Mathematical Sciences
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
topic	Electronic Computers Computer Science Multimedia systems Electronic Computers Computer Science Computer software Application software System design Electronic Computers Computer Science Fuzzy logic
spellingShingle	Electronic Computers Computer Science Multimedia systems Electronic Computers Computer Science Computer software Application software System design Electronic Computers Computer Science Fuzzy logic Hasnu, Najwa Syamimie Movie recommendation system / Najwa Syamimie Hasnu
description	Movie Recommendation System is essentially developed for the purpose of producing a movie recommendation list therefore, it is paired with algorithm to provide the desired functionalities and features in the system. As known, users prefer to use system that recommend suitable items according to their preferences so that they will not have to go through hundreds of movie list to find something that they may like. It was difficult enough to look for list of movies on the Internet, moreover to browse through the long list to find what they have been looking for. Therefore, it is essentially needed for the user to use a recommendation system that can help them get through with this process. As a result, the objectives for this project are to study the most suitable algorithms used for a movie recommender system, to implement Collaborative Filtering algorithm on a movie recommender system prototype and to test the functionality of the movie recommender system, hi this project, a movie recommendation system with the use of Collaborative Filtering is proposed to produce a set list of movies for the users. This process will be done with the process of calculation the similarity of the movies rated by the users and a recommendation list will be produced through it. PHPMyAdmin is used to store the dataset and also acts as a database for user information. The algorithm chosen was implemented using Java Programming language and was tested using Root Means Square Error (RMSE) formula.
format	Thesis
qualification_level	Bachelor degree
author	Hasnu, Najwa Syamimie
author_facet	Hasnu, Najwa Syamimie
author_sort	Hasnu, Najwa Syamimie
title	Movie recommendation system / Najwa Syamimie Hasnu
title_short	Movie recommendation system / Najwa Syamimie Hasnu
title_full	Movie recommendation system / Najwa Syamimie Hasnu
title_fullStr	Movie recommendation system / Najwa Syamimie Hasnu
title_full_unstemmed	Movie recommendation system / Najwa Syamimie Hasnu
title_sort	movie recommendation system / najwa syamimie hasnu
granting_institution	Universiti Teknologi MARA, Terengganu
granting_department	Faculty of Computer and Mathematical Sciences
publishDate	2020
url	https://ir.uitm.edu.my/id/eprint/55295/1/55295.pdf
_version_	1783734911393333248

Movie recommendation system / Najwa Syamimie Hasnu

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