layout	project
title	conrec/
project	conrec
repo	datascience-labs/conrec
permalink	/:path/:basename:output_ext

CONREC: Continuous Recommendation of Online Learning Videos Based on Concept Maps

Swimming in the vast sea of online lectures

CONREC aids in the continuous exploration of specialized concept(a.k.a knowledge) that is yet unfamiliar, derived from a vast amount of online lectures.

Screenshots

Recommendation of New Learning Videos Based on Concept Maps

Concept Maps: Users' Learnable/Learned Concepts

Features

• recommends new learning videos based on concept maps relating to a specifc subject, i.e., recommendation system
• draws user' concept maps that store both learnable and learned concepts in the learning videos watched
• allows learners to easily and quickly access new concepts related to the specialized knowledge within lectures
• provides pre-filtered lectures to identify concepts that are not learned yet
• assists in understanding their definitions on Wikipedia
• enables learners to catch those concepts in other lectures

Installation

  > pip install -r requirement.txt
  > streamlit run app.py

Or

References