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Personalized real-time movie recommendation system

Java 83.83% CSS 14.18% JavaScript 1.99%
movie recommendation-system real-time collaborative-filtering kmeans-clustering slope-one movie-recommendation rating movielens-dataset

movie's Introduction

Description: the recommendation system on GitHub is primary and different from the final version that is run in the server.

Movie

personalized movie recommendation site MovieWatch //website http://121.42.174.147:8080/Movie/login.action

1 User Registration & Login

To search and rate any movie in this application all user must registered with the system. User must register with this application for access the movie list uploaded by the admin. User registers in this application with their info such as username and password. After successful registration user able to login into the system then search for a movie and rate any movie based on the satisfaction they realized in that movie

2 User Rating for Movies

After successful login, user can search for a particular movie and rate the movie. The rating is based on the 5 Star Rating. If the user give 5 star to a movie it’s 100% satisfied the user, and if any user give 1 Star for a movie then it’s not up to user’s expectations

3 Recommendation (i.e., guess what you like)

After successful login, user can search for a particular movie and rate the movie. User can also see the recommended movies based the ratings already given by their own and other user. Recommender systems are aimed to serve many users, sometimes millions of users at a time. Also the number of items to be recommended can be very high. A really useful recommender system, should have a fast and real time processing capabilities. MovieWatch provide users with viewing services and recommend movies that user might like. After entering the home page, the user can select the movie to watch and then rate the movie range from 1 to 5 star. after rating 5 movies, the user can click ‘You Taste’ to view the movies system recommended.

It should be noted that personalized recommendation movie site MovieWatch can only be better suited to Google and Firefox browser.
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movie's People

Contributors

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Stargazers

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movie's Issues

INSTALLATION STEPS MISSING

This project is implemented w.r.t your PC please provide a descriptive stepwise procedure to run this project on other PC's as well

求助

你好 能上传一下你的数据库文件吗?

How can run this project successfully?

I downloaded your project and run on tomcat server using Eclipse Neon IDE.Unfortunately,only "this is my JSP page" of index.jsp was displayed.I really want the whole project flow to run successfullly and want to know the database.sql file.Please help me for this.Thanks
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