Research Advances in Intelligent Computing

15Music Recommendation System to Address the Problem of Long Tail Using Multi-Stage Graph

Mallannagari Sunitha, Thondepu Adilakshmi, and Yashfeen Zehra

Vasavi College of Engineering Hyderabad, India

DOI: 10.1201/9781003320340-15

CONTENTS

• 15.1 Introduction

• 15.2 Related Work

• 15.3 Methodology

  • 15.3.1 Fitting the Data of Long Tail

  • 15.3.2 Multi-Stage Graph Construction

  • 15.3.3 Edge Weights Calculation

  • 15.3.4 Graph Traversal for Recommendation

  • 15.3.5 Recommendation Algorithm

• 15.4 Results

• 15.5 Conclusion and Future Scope

• References

15.1 Introduction

Because of expanded prevalence of music streaming services such as Spotify, Apple Music, Pandora, Last.fm and so forth, music listeners now have access to millions of digital tracks. This growth ...