Digitizing Old Books Using Human Computation and reCAPTCHA, with Luis von Ahn
Luis von Ahn, CEO of Duolingo and one of the inventors of CAPTCHA, explains how reCAPTCHA harnesses the abilities of both humans and computers in order to accomplish tasks such as the digitization of old books.
Luis von Ahn is a Guatemalan computer scientist and tech entrepreneur. At the beginning of the century, he worked with Manuel Blum to invent CAPTCHAs, computer-generated tests that humans are routinely able to pass but that computers have not yet mastered. CAPTCHA is used mostly for online security, though has proven useful in other ways. In 2007, von Ahn founded reCAPTCHA, which utilized CAPTCHA technology to help with the digitization of books. ReCAPTCHA was sold to Google in 2009.
Von Ahn's latest venture is Duolingo, a free language-learning software for which he is Co-Founder and CEO.
Von Ahn is a graduate of Duke University, earned his Ph.D from Carnegie Mellon University, and serves on the faculty at the Carnegie Mellon School of Computer Science. He was awarded a MacArthur Fellowship in 2006, the David and Lucile Packard Foundation Fellowship in 2009, a Sloan Fellowship in 2009, and a Microsoft New Faculty Fellowship in 2007, and the Presidential Early Career Award for Scientists and Engineers in 2012.
Luis von Ahn: So human computation, the idea, is that there are problems that computers cannot yet solve. It's funny because some of these problems are very simple problems seemingly. For example, a computer cannot tell you what's inside an image. They can tell you somethings but it can't really quite tell you there's a cat next to a dog and they're both running. A computer can't do that. Well humans, we can do it super easily. And there are many things that computers cannot do that humans can. Conversely, there are also things that computers can do that humans can't do. I mean computers can multiply humongous numbers, humans may be able to do it but very slowly and we're error-prone. And so the idea with human computation is to combine both humans and computers together in a very large scale to solve problems that neither can solve alone.
My project that has been used by most people is a project called reCAPTCHA, where the Idea with reCAPTCHA is that we take a problem that neither humans nor computers can solve by themselves, which is fully digitizing books. The idea there is we would like to digitize books. And the way this process works is you start with a book and then you scan it. The next step in the process is that the computer needs to be able to decipher all of the words in this picture. It's a picture of words. The computer needs to be able to decipher all of those words. The problem is that sometimes the computer cannot decipher these words because for older books the ink has faded a little or the pages have turned yellow so the computer cannot decipher all of the words. But, humans can. So what we're doing with reCAPTCHA, If you've ever seen these distorted letters that you have to type all over the Internet, for example, when you buy tickets on Ticketmaster or whenever you get a Facebook account or something you have to type these distorted characters. That thing is called a CAPTCHA and I was one of the people who helped invent it. And the reason it's there, there's a primary purpose, which is to make sure that you're a human and not a computer. And it's because humans can read these squiggly characters but computers can't. This is a security mechanism and it has been there for a while, but at some point I realized its second use, which is helping to digitize books. The idea is that some of these words, nowadays some of these words are words that are actually coming from books that the computer could not recognize in this process and we're using what people enter to help us digitize the books. So that's the idea.
And so this is a project where it's about 1.1 billion people in the world have helped us digitize at least one word out of a book using this. So here we're taking a very large number of humans to do precisely the step that computers cannot do in the book digitization process. This is a company that was bought by Google, by now Google is digitizing the equivalent of about 2 million books a year with basically humans typing every now and then some of the words through CAPTCHAs all over the Internet. So that's the idea of human computation.
Directed/Produced by Jonathan Fowler, Elizabeth Rodd, and Dillon Fitton
Back at the beginning of the century, Luis von Ahn helped invent CAPTCHA, the online security device featuring squiggly letters that you have to re-type in order to prove you're human. In 2007, von Ahn invented reCAPTCHA, a new form of CAPTCHA that serves a second purpose: the digitization of old books.
In this video clip, von Ahn describes how reCAPTCHA works while discussing the power of human computation, a term he helped coin that describes the harnessing of both human and computer abilities in order to accomplish difficult tasks.
A new study shows choosing to be active is a lot of work for our brains. Here are some ways to make it easier.
There's no shortage of science suggesting that exercise is good for your mental as well as your physical health — and yet for many of us, incorporating exercise into our daily routines remains a struggle. A new study, published in the journal Neuropsychologia, asks why. Shouldn't it be easier to take on a habit that is so good for us?
A glass of juice has as much sugar, ounce for ounce, as a full-calorie soda. And those vitamins do almost nothing.
Quick: think back to childhood (if you've reached the scary clown you've gone too far). What did your parents or guardians give you to keep you quiet? If you're anything like most parents, it was juice. But here's the thing: juice is bad for you.
The stories we tell define history. So who gets the mic in America?
- History is written by lions. But it's also recorded by lambs.
- Including different voices can paint a more full and vibrant portrait of America. Which is why more walks of American life can and should be storytellers.
SMARTER FASTER trademarks owned by The Big Think, Inc. All rights reserved.