Big Data Analysis Helps Study 50 Years of Music
Sami Ghanmi | | May 06, 2015 11:59 AM EDT |
A team of computer scientists and researchers from the Queen Mary University of London and the Imperial College London has turned to big data analysis in an effort to analyze the 50-year history and evolution of popular music.
The team has used a method that combines text-mining and signal processing to examine about 17,000 songs that appeared in the U.S. Billboard Hot 100 charts from the 1960's up to the year 2010.
Like Us on Facebook
According to a report, the method they used works by automatically arranging songs according to the similar patterns of chord changes, tone, and styles.
The study shows that in the year 1991, one of the biggest musical revolution in U.S. history began with the emergence of Hip Hop music into the scene.
1986 was said to be the least diverse year due to the popularization of drum machines and samplers. By 2010, songs in the charts began to decrease again in diversity.
Lead author Matthias Mauch of the School of Electronic Engineering and Computer Science at the Queen Mary University in London said, "For the first time we can measure musical properties in recordings on a large scale."
"We can actually go beyond what music experts tell us, or what we know ourselves about them, by looking directly into the songs, measuring their makeup, and understanding how they have changed."
Senior author and professor Armand Leroi of the Imperial College London said, "It's exciting to be able to study the evolution of popular music scientifically. But now we want to go further, and find out not just how the music has changed, but why."
Researchers from many different fields have been turning towards big data analysis technology to extract useful information from massive amounts of data that would have been very difficult using traditional methods.
Areas such as astronomy, biology, medicine, marine science, business, and online services have been taking advantage of this technology.
TagsBig Data Analysis, Popular Music, Pop Music, Music History, Music Evolution, 1960's, 2010, U.S. Billboard Hot 100 Charts, hip hop, songs, Computer Science, Queen Mary University, Imperial College London, How has music changed
©2015 Chinatopix All rights reserved. Do not reproduce without permission
- Big Data Analysis Helps Researchers Understand Genes and How They Work
- Big Data to Play Key Role for Marine Science in Western Australia
- Big Data Sheds New Light on the 'Gephyrin Gene'
- Astronomers Turn to 'Automated Data Processing' to Explore the Cosmos
- Amazon’s New 'Machine Learning' Offers Big Data Analysis
EDITOR'S PICKS
-
Did the Trump administration just announce plans for a trade war with ‘hostile’ China and Russia?
-
US Senate passes Taiwan travel bill slammed by China
-
As Yan Sihong’s family grieves, here are other Chinese students who went missing abroad. Some have never been found
-
Beijing blasts Western critics who ‘smear China’ with the term sharp power
-
China Envoy Seeks to Defuse Tensions With U.S. as a Trade War Brews
-
Singapore's Deputy PM Provides Bitcoin Vote of Confidence Amid China's Blanket Bans
-
China warns investors over risks in overseas virtual currency trading
-
Chinese government most trustworthy: survey
-
Kashima Antlers On Course For Back-To-Back Titles
MOST POPULAR
LATEST NEWS
Zhou Yongkang: China's Former Security Chief Sentenced to Life in Prison
China's former Chief of the Ministry of Public Security, Zhou Yongkang, has been given a life sentence after he was found guilty of abusing his office, bribery and deliberately ... Full Article
TRENDING STORY
-
China Pork Prices Expected to Stabilize As The Supplies Recover
-
Elephone P9000 Smartphone is now on Sale on Amazon India
-
There's a Big Chance Cliffhangers Won't Still Be Resolved When Grey's Anatomy Season 13 Returns
-
Supreme Court Ruled on Samsung vs Apple Dispute for Patent Infringement
-
Microsoft Surface Pro 5 Rumors and Release Date: What is the Latest?