Skip to content

This project's aim was to implement various Recommendation Models on Hadoop Framework and to compare their performance.

Notifications You must be signed in to change notification settings

Team-HSP/Recommendation-System-Hadoop

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

64 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Recommendation-System-Hadoop

This project's aim is to implement various Recommendation Models on Hadoop Framework and to compare their performance.


Models Used

  • Content Based
  • Collaborative Filtering
  • Hybrid (using Baseline approach)

Dataset Used

MovieLens 100k dataset

Project Workflow

alt text

Root Mean Square Error Values

Models Rmse
Collaborative Filtering 1.0038
Hybrid 1.0013

How to Implement !!

Follow the Report.pdf to implement the whole project.

Project best explained within the Report

Sample Snapshots

1. alt text

2. alt text

About

This project's aim was to implement various Recommendation Models on Hadoop Framework and to compare their performance.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published