Researchers use Twitter to track flu outbreak
As influenza remains elevated across the U.S., Johns Hopkins builds tracking tool
Computerworld - Researchers at Johns Hopkins University are using Twitter to track what has been a particularly severe flu season across the U.S.
As people take to Twitter to complain about being sick with the flu and its dreaded symptoms, researchers are using those tweets to gather data about how the influenza epidemic is increasing or ebbing state to state. Since sick people tend to stay home in bed nursing their ailments, Twitter offers a new way to get real-time influenza data.
"This new work demonstrates that Twitter posts can be used to guide public health officials in their response to outbreaks of infectious diseases," Mark Dredze, an assistant research professor in the department of computer science at Johns Hopkins, said in a statement. "Our hope is that the new technology can be used to track other diseases as well."
This has been a particularly bad flu season, according to the Centers for Disease Control and Prevention. Since mid-December, hospitalizations and deaths caused by the flu have "risen steeply," according to the CDC. While cases of the flu have declined in a few parts of the country, the number is still high nationally. Between Oct. 1 and Jan. 19, 6,191 people were hospitalized because of the flu, the CDC said. Nationwide, 37 children have died from the flu, the agency said.
To get a handle on how the flu is progressing or declining across the country, researchers turned to social networks.
One major problem is that researchers can't simply count the number of tweets that mention the words flu or influenza, since some people may be asking questions or commenting but may not be sick.
"When you look at Twitter posts, you can see people talking about being afraid of catching the flu or asking friends if they should get a flu shot or mentioning a public figure who seems to be ill," said Dredze, who has been using tweets to monitor public health trends. "But posts like this don't measure how many people have actually contracted the flu. We wanted to separate hype about the flu from messages from people who truly become ill."
To address this problem, Johns Hopkins computer scientists and researchers in the university's school of medicine worked together to build a filter with statistical methods based on human language that culls tweets specifically about having the flu.
While the university reported that its flu statistics correlate with the CDC's findings, the school's researchers noted that they got their results faster -- although they did not elaborate on that statement.
Social networks in general and Twitter specifically used to be considered novelties that people just used to post frivolous comments about their favorite sandwiches or how cute their children are. That has changed in the past few years, though.
The microblogging site and other social networks have become bellwethers in politics and pop culture, and people often use them to communicate during natural disasters and other emergencies. Communication via social networks was at the center of political upheaval during the Arab Spring uprising in Egypt in 2011.
Sharon Gaudin covers the Internet and Web 2.0, emerging technologies, and desktop and laptop chips for Computerworld. Follow Sharon on Twitter, at @sgaudin, and on Google+, or subscribe to Sharon's RSS feed . Her email address is email@example.com.
See more by Sharon Gaudin on Computerworld.com.
Read more about Social Media in Computerworld's Social Media Topic Center.
- Path Selection Infographic Path Selection Infographic
- Hyperconvergence Infographic A wide range of observers agree that data centers are now entering an era of "hyperconvergence" that will raise network traffic levels faster...
- Preparing Your Infrastructure for the Hyperconvergence Era From cloud computing and virtualization to mobility and unified communications, an array of innovative technologies is transforming today's data centers.
- How WAN Optimization Helps Enterprises Reduce Costs If you wanted to break down innovation into a tidy equation, it might go something like this: Technology + Connectivity = Productivity. Productivity...
- Cloud Knowledge Vault Learn how your organization can benefit from the scalability, flexibility, and performance that the cloud offers through the short videos and other resources...
- LIVE EVENT: 5/7, The End of Data Protection As We Know It. Introducing a Next Generation Data Protection Architecture. Traditional backup is going away, but where does this leave end-users? All Social Media White Papers | Webcasts
Our new weekly Consumerization of IT newsletter covers a wide range of trends including BYOD, smartphones, tablets, MDM, cloud, social and what it all means for IT. Subscribe now and stay up to date!