University of Bahrain
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Rocking Across Borders : An Analysis of the Musical Differences between Bangladesh and West-Bengal Rock Songs Using Spotify Audio Features

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dc.contributor.author Rahman Autul, Moshiur
dc.contributor.author Dey, Durjoy
dc.contributor.author Protim Paul, Partha
dc.contributor.author Raihan Ullah, Mohammed
dc.date.accessioned 2024-03-20T14:32:56Z
dc.date.available 2024-03-20T14:32:56Z
dc.date.issued 2024-04-01
dc.identifier.issn 2210-142X
dc.identifier.uri https://journal.uob.edu.bh:443/handle/123456789/5532
dc.description.abstract Over the last few decades, there has been a significant increase in the availability and utilization of large music collections. However, most studies of these collections have been limited to Western music, which hinders our ability to comprehend the diversity and commonality of music across all cultures. Based on popularity from Spotify, it has been discovered that Bangladeshi rock music is more popular than the rock music from West Bengal, India. Previous research suggests that listeners from diverse cultural backgrounds may have varying preferences when comes to music appreciation. This research aimed to explore the reasons behind the popularity of Bangladeshi rock music compared to West Bengal rock music. By extracting various features from songs, the study sought to identify what is the reason behind the popularity of Bangladeshi rock music and whether there are any differences in terms of musical features. en_US
dc.language.iso en en_US
dc.publisher University of Bahrain en_US
dc.subject Machine Learning, Random Forest, Support Vector Machine, Data Mining, Empirical Study, Statistical Analysis, Musicological Analysis, Cultural Diversity, Feature Extraction, Feature Scaling, Pearson Correlation, Correlation Coefficient, Chi-Square Testing, Hypothesis Testing en_US
dc.title Rocking Across Borders : An Analysis of the Musical Differences between Bangladesh and West-Bengal Rock Songs Using Spotify Audio Features en_US
dc.identifier.doi http://dx.doi.org/10.12785/ijcds/1501106
dc.volume 15 en_US
dc.issue 1 en_US
dc.pagestart 1497 en_US
dc.pageend 1511 en_US
dc.contributor.authorcountry Bangladesh en_US
dc.contributor.authorcountry Bangladesh en_US
dc.contributor.authorcountry Bangladesh en_US
dc.contributor.authorcountry Bangladesh en_US
dc.contributor.authoraffiliation Institute of Information and Communication Technology,Shahjalal University of Science and Technology en_US
dc.contributor.authoraffiliation Institute of Information and Communication Technology,Shahjalal University of Science and Technology en_US
dc.contributor.authoraffiliation Institute of Information and Communication Technology,Shahjalal University of Science and Technology en_US
dc.contributor.authoraffiliation Institute of Information and Communication Technology,Shahjalal University of Science and Technology en_US
dc.source.title International Journal of Computing and Digital Systems en_US
dc.abbreviatedsourcetitle IJCDS en_US


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