" />
Social Media

Twitter can now detect drunk Tweets just in time for St. Patrick’s Day

Twitter can now detect drunk Tweets just in time for St. Patrick’s Day

While most of the Irish diaspora throughout the world is slamming down Guinness and Jameson today, researchers have come up with a way to detect when a user is Tweeting drunk, so they should be having a field day today.

So, while you’re loading up that next Irish Car Bomb full of Powers, Baileys, and Ale and are about to send out that Tweet that you’re sick and can’t come into the office, you might want to pay attention here — that is if you are coherent enough to read at this point as it’s already past 1PM in NY, and chances are you’re already three sheets to the wind.

Research at the University of Rochester, NY have developed an algorithm that uses machine learning that acts as a sort of social media breathalyzer to identify drunk Tweeting.

“In this paper, we develop new machine learning based methods for fine-grained localization of activities and home locations from Twitter data,” the report reads. “We apply these methods to discover and compare alcohol consumption patterns in a large urban area, New York City, and a more suburban and rural area, Monroe County.”

The methods of alcohol detection followed a basic “yes” or “no” survey to the following questions:

Q1: Does the tweet make any reference to drinking alcoholic beverages?

Q2: if so, is the tweet about the tweeter him or herself drinking alcoholic beverages?

Q3: if so, is it likely that the tweet was sent at the time and place the tweeter was drinking alcoholic beverages?

According to researcher and first year PhD student, Nabil Hossain, project “Twitter-GeoDrink,” can distinguish tweets at fine-grain, at the following levels of granularities:

  • discussions of drinking,
  • the tweeter drinking,
  • the tweeter drinking while tweeting

The report concluded that “combined with home-detection technology for Twitter users, we can also answer questions such as where drinkers live, where people go to drink, which places are drinking hotspots, when people drink at home vs. not at home, etc.”

Drunk Tweet Flow Chart

Identifying key words for finding out whether someone is bombed out of their gourds is another way of detecting smashed Tweets; however, they can be inappropriate and quite comical, and they can be found within the report.

Happy St. Patrick’s Day!

Click to add a comment

Leave a Reply

Your email address will not be published. Required fields are marked *

Social Media
@TimHinchliffe

Tim Hinchliffe is a veteran journalist whose passions include writing about how technology impacts society and Artificial Intelligence. He prefers writing in-depth, interesting features that people actually want to read. Previously, he worked as a reporter for the Ghanaian Chronicle in West Africa, and Colombia Reports in South America. tim@sociable.co

More in Social Media

Twenty years ago we were more than willing to sit patiently through the first three minutes of our cousin’s self-made high school video and see the fluorescent words rolling unsteadily over the black screen.

If your video doesn’t capture audiences in 10 seconds, you’re losing engagement

Kwinten WoutersDecember 15, 2017

Facebook ups efforts to spot suicidal tendencies in its users by utilizing AI

Mathew Di SalvoNovember 30, 2017
tinder fears

Tinder as a tranquilizer for our 5 most primordial fears

Kwinten WoutersNovember 27, 2017
instagram followers

How to get followers on Instagram: a basic guide

Kavinesh ArumugamNovember 27, 2017
zuckerberg president

Zuckerberg is running for president, even if he never runs: KU interview analysis

Ben AllenNovember 13, 2017
Big Brother looming over Chinese citizens

How China’s social rating system can affect you

Daniel SanchezNovember 9, 2017
social media unconscious

How social media affects our collective unconscious

Tim HinchliffeNovember 1, 2017
facebook change news feed

Is Facebook planning to change the News Feed as we know it?

Markus SkagbrantOctober 24, 2017
social media immigrants

US can now collect social media data on immigrants, citizens, and travelers

Tim HinchliffeOctober 23, 2017