🎥 Model Diagram

📖 Presentation Material

https://docs.google.com/presentation/d/1LFrR0mcRD333V0jMQCteKuijk77TETDP/edit?usp=drive_link&ouid=113654655373866451129&rtpof=true&sd=true

A recommendation program for "music". The user enters two songs, and the main class 'Music_Recommender' recommends a list of songs relative to the entered two songs.

Three filtering models were integrated to develop the music recommendation system.

• Collaborative Filtering – KNN Classifier
• Content Based Filtering – Lyric based Cosine Similarity
• Content Based Filtering – Music Features based Sigmoid calculation

Dataset:

• **https://www.kaggle.com/datasets/maharshipandya/-spotify-tracks-dataset**
• **http://millionsongdataset.com/**
• Real-time crawling from Melon to obtain the latest information

👬 Team Composition

Model Development (2), Presentation Material (2)

🔨 Role and Function

• Collaborative Filtering, Content Based Filtering, Content Based Filtering