A simple solution to manage activites in a branch
This project aims to find a solution for managing project related activity in a branch (ISE/CSE) .
This project will help people to create anew project and ask people to join in .
It also has a option to create blogs and share knowledge .
It recommends the matching projects and blogs based on your interests.
It automatically tags topic whenerver you submit a project.
It gives overall trends such as which field is trending and how much new things are coming to it.
This project does recommendations and topic classification
For recommendation we collects likes of people in past as data and match the items using cosine similarity.
For topic classification we use naive bayes algorithm on a vector of words also called as bag of words
We have used Django in the backend and Postgresql as database.
Django ORM used for interacting with database and Django Template langauge for displaying the contents to user.
Trends in a particular filed is calculated using z-score
bootstrap-4 used for design of website and Django Template langauge for displaying the contents to user.
This website is diployed on heroku. https://bcurator.herokuapp.com/
https://youtu.be/BKkmYDPz5Zw