Mapping the Misinformation Battlefields: Real-World Problems in Data Science with Neil Johnson
Finding Genius Podcast
Richard Jacobs
4.4 • 1K Ratings
🗓️ 11 December 2020
⏱️ 33 minutes
🧾️ Download transcript
Summary
The tangle of online social media sights provided one researcher with a new direction for studying the physics of systems. He and multi-disciplinary colleagues have applied complex systems and data science to the dynamics of online group trends, trying to uncover better ways for engaging with information.
Listen and learn
- How his studies progressed through the years from excitons and correlated connections to Isis communities to today's online vaccine debates,
- What three elements of force they've identified that act on a participant in such groups, and
- How a map of the forces of trends and opinion might lead to better solutions and improved engagement.
Neil Johnson is a professor of physics at George Washington University. He's spent his career studying the surprising things that happen when you combine objects. For example, he describes all the ways water molecules can have huge impacts under different conditions just by putting them together: ice skating, the titanic wreck, bubbles emitting from boiling. "When something is collected," he says, "things happen that you would never predict."
While his early studies involved excitons, which are collections of positive and negative particles, he migrated to other collections and eventually to data science real-world applications. He researched the formation of online extremism as seen by Isis communities combining and separating, like gears and wheels, impacting each other in various ways, which became a type of crime network analysis.
But he and his colleagues are working on possibly the most complex and hard-to-pin-down collection yet: social media groupings that form opinions on platforms like Facebook. They're taking on these data science real-time projects from a physicist's perspective of force and reaction. What are the tipping forces? How do sudden shifts evolve?
The competition between three essential forces interests them: each individual's internal compass, some external field like news sources, and local interactions with other objects within one's community such as neighbors. "You can't win any misinformation battle without a map of the battlefield," he adds. By understanding how forces exert pressures and having a map with the dynamics better evaluated, our information sharing methods and means can hopefully improve.
For more information, see physics.columbian.gwu.edu/neil-johnson.
Available on Apple Podcasts: apple.co/2Os0myK
Transcript
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| 0:00.0 | Forget frequently asked questions common sense common knowledge or Google how about advice from a real genius |
| 0:06.8 | 95% of people in any profession are good enough to be qualified and licensed 5% go and beyond. They become very good at what they do. |
| 0:15.1 | But only 0.1% are real Jesus. |
| 0:18.3 | Richard Jacobs has made it his life's mission to find them for you. |
| 0:22.4 | He hunts down and interviews geniuses in every field, sleep science, cancer, stem cells, |
| 0:27.2 | ketogenic diets, and more. |
| 0:28.8 | Here come the geniuses. |
| 0:30.4 | This is the Finding Genius Podcast. |
| 0:33.0 | That is Richard Jacobs. |
| 0:35.0 | Hello, this is Richard Jacobs with the Finding Genius Podcast. |
| 0:41.0 | I'm Neil Johnson. |
| 0:42.0 | He's a professor of physics at George |
| 0:43.8 | Washington University. We're going to talk about his work instead of me |
| 0:46.9 | describing it. I'm going to ask him he'll explain it better. So Neil, thanks |
| 0:50.0 | for coming. Thank you so much and thanks so much for this opportunity. I am a physicist but unlike a lot of physics and which it aims to kind of break things apart and understand things down to the individual level. |
| 1:05.2 | I do an area, I look at an area of physics, which is actually takes up a significant amount of physics, |
| 1:11.2 | which is what surprising things happen when you put together objects. |
| 1:17.1 | So for example, you know, put together water molecules and you've got something suddenly that if you take it to a right temperature it can freeze and you can skate on it. |
| 1:28.8 | It can also bring down a ship, the Titanic, boil it up and you create bubbles and which are suddenly these kind of |
| 1:38.9 | of correlated pockets of molecules that completely change the system from a water into a gas. |
| 1:46.0 | And it's that aspect, it is that aspect of the system that where something collected happens, |
| 1:52.4 | something happens to the city, you would never be able to predict based on the individual objects themselves. |
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