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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
Music Recommender System
Authors
Sarfraz Ahmad, Sagori Halder, Tanfeez Ahmad, Vishnu Singh
Keywords
NumPy, Pandas, Python, Cosine Similarity, Machine Learning.
Abstract
For building the music recommender system it requires very much information or data. So, it is retrieval task. In this project, we will be using a sample data set of songs to find the correlations between users and songs so that a new song will be recommended to them based on their previous history. We applied three approaches to build this music recommender system i.e., Popularity Based Filtering, Collaborative Filtering and Content
Based Filtering. We will implement this project using libraries like NumPy, Pandas. We will also be using Cosine similarity along with Count Vectorizer. Along with this, a front end with flask that will show us the recommended songs when a specific song is processed.
IJCRT's Publication Details
Unique Identification Number - IJCRT2303926
Paper ID - 233608
Page Number(s) - h829-h834
Pubished in - Volume 11 | Issue 3 | March 2023
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Sarfraz Ahmad, Sagori Halder, Tanfeez Ahmad, Vishnu Singh, "Music Recommender System", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 3, pp.h829-h834, March 2023, Available at :http://www.ijcrt.org/papers/IJCRT2303926.pdf
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Volume 12 | Issue 5
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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