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...

Full description

Saved in:
Bibliographic Details
Main Author: Hasnu, Najwa Syamimie
Format: Thesis
Language:English
Published: 2020
Subjects:
Online Access:https://ir.uitm.edu.my/id/eprint/55295/1/55295.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
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