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Barbara Lindsey

What we learned from 5 million books | Video on TED.com - 0 views

    • Barbara Lindsey
       
      From YouTube version of this talk: "[Google's digtized books] are very practical and extremely awesome." Erez Lieberman Aiden and Jean-Baptiste Michel from Harvard University use the 15 million books scanned and digitized by Google to show how a visual and quantitative analysis of text can provide insights about fields as diverse as lexicography, the evolution of grammar, collective memory, the adoption of technology, the pursuit of fame, censorship, and historical epidemiology.
  • ELA: There are more sobering notes among the n-grams. For instance, here's the trajectory of Marc Chagall, an artist born in 1887. And this looks like the normal trajectory of a famous person. He gets more and more and more famous, except if you look in German. If you look in German, you see something completely bizarre, something you pretty much never see, which is he becomes extremely famous and then all of a sudden plummets, going through a nadir between 1933 and 1945, before rebounding afterward. And of course, what we're seeing is the fact Marc Chagall was a Jewish artist in Nazi Germany. Now these signals are actually so strong that we don't need to know that someone was censored. We can actually figure it out using really basic signal processing. Here's a simple way to do it. Well, a reasonable expectation is that somebody's fame in a given period of time should be roughly the average of their fame before and their fame after. So that's sort of what we expect. And we compare that to the fame that we observe. And we just divide one by the other to produce something we call a suppression index. If the suppression index is very, very, very small, then you very well might be being suppressed. If it's very large, maybe you're benefiting from propaganda.
  • Now when Google digitizes a book, they put it into a really nice format. Now we've got the data, plus we have metadata. We have information about things like where was it published, who was the author, when was it published. And what we do is go through all of those records and exclude everything that's not the highest quality data. What we're left with is a collection of five million books, 500 billion words, a string of characters a thousand times longer than the human genome -- a text which, when written out, would stretch from here to the Moon and back 10 times over -- a veritable shard of our cultural genome.
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  • we're going to release statistics about the books. So take for instance "A gleam of happiness." It's four words; we call that a four-gram. We're going to tell you how many times a particular four-gram appeared in books in 1801, 1802, 1803, all the way up to 2008. That gives us a time series of how frequently this particular sentence was used over time. We do that for all the words and phrases that appear in those books, and that gives us a big table of two billion lines that tell us about the way culture has been changing.
  • You might also want to have a look at this particular n-gram, and that's to tell Nietzsche that God is not dead, although you might agree that he might need a better publicist.
  • JM: Now you can actually look at the distribution of suppression indexes over whole populations. So for instance, here -- this suppression index is for 5,000 people picked in English books where there's no known suppression -- it would be like this, basically tightly centered on one. What you expect is basically what you observe. This is distribution as seen in Germany -- very different, it's shifted to the left. People talked about it twice less as it should have been. But much more importantly, the distribution is much wider. There are many people who end up on the far left on this distribution who are talked about 10 times fewer than they should have been. But then also many people on the far right who seem to benefit from propaganda. This picture is the hallmark of censorship in the book record.
  • ELA: So culturomics is what we call this method. It's kind of like genomics. Except genomics is a lens on biology through the window of the sequence of bases in the human genome. Culturomics is similar. It's the application of massive-scale data collection analysis to the study of human culture. Here, instead of through the lens of a genome, through the lens of digitized pieces of the historical record. The great thing about culturomics is that everyone can do it. Why can everyone do it? Everyone can do it because three guys, Jon Orwant, Matt Gray and Will Brockman over at Google, saw the prototype of the Ngram Viewer, and they said, "This is so fun. We have to make this available for people." So in two weeks flat -- the two weeks before our paper came out -- they coded up a version of the Ngram Viewer for the general public. And so you too can type in any word or phrase that you're interested in and see its n-gram immediately -- also browse examples of all the various books in which your n-gram appears.
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    fall 2012 syllabus
Barbara Lindsey

Top Schools from Berkeley to Yale Now Offer Free Online Courses - 0 views

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    fall 2012 syllabus
Barbara Lindsey

'The Single Biggest Change in Education Since the Printing Press' - Rebecca J. Rosen - ... - 0 views

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    fall 2012 syllabus
Barbara Lindsey

the problem with EdX: a MOOC by any other name? | theory.cribchronicles.com - 0 views

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    fall 2012 syllabus
Barbara Lindsey

Open for Learning: The CMS and the Open Learning Network | in education - 0 views

  • Light's examination of the impact of group study among students at Harvard is particularly compelling. In Making the Most of College, Light presents evidence that "students who study outside of class in small groups of four to six students, even just once a week, benefit enormously. Group meetings are organized around discussions of the homework, and as a result of their study group discussion, students are far more engaged and better prepared for class, learning significantly more" (2001, 52).
    • Barbara Lindsey
       
      One could argue, I think, that our LTL courses, in addition to their language component, do just this.
    • Barbara Lindsey
       
      One could argue, I think, that our LTL courses, in addition to their language component, do just this.
  • no record left behind of the activity and learning that occurred within them. This is a pattern that repeats from semester to semester, throughout a student's learning career at a particular institution.
    • Barbara Lindsey
       
      Do you agree with this statement? Do you see any issues with this current situation?
  • blogs, and wikis
    • Barbara Lindsey
       
      What is your initial reaction to our public blog and wiki?
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  • No longer do students sit passively in the classroom, restricted only to the authority of the instructor and their textbook for the final word on the subject matter of a lecture. Now they can Google terms, concepts, and events mentioned by the instructor, they txt, Facebook, and Twitter each other about what's being said, and they carry their notes and even the lecture itself out of class with them, recorded on laptops, MP3 recorders, and digital pens to be reviewed and shared.
    • Barbara Lindsey
       
      Your reaction to this?
  • instructors have largely employed the CMS to automate the past,
    • Barbara Lindsey
       
      What is so bad about 'automating the past'?
  • which learners select as they engage in their educational experiences (p. 59).
    • Barbara Lindsey
       
      Does this seem like a radical departure from our current educational paradigm? If so, in what ways? What would this require of you as an educator? 
  • When combined with tools and environments that afford opportunities for social interaction, educational resources become semiotic tools that influence learners' actions and mediate the learning process.
    • Barbara Lindsey
       
      This is a key statement.
  • This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 Unported License.
Barbara Lindsey

Wireside Chat with Lawrence Lessig - CC Wiki - 1 views

  • Come in person, or tune in to a live webcast at http://openvideoalliance.org/lessig.
    • Barbara Lindsey
       
      Do we want to do this in lieu of our Friday session?
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    The first Wireside Chat kicks off with a live webcast of a talk by Lawrence Lessig. Professor Lessig will deliver a talk on fair use and politics in online video from Harvard Law School in Cambridge, MA. Come in person, or tune in to a live webcast at http://openvideoalliance.org/lessig.
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    Should we attend on the 25th from 6-7:30 p.m. EST?
Barbara Lindsey

Will Your College Be Covered in Virtual Graffiti? - Technology - The Chronicle of Highe... - 2 views

  • It's a lot easier to get ahead of the curve and to guide people into some of these technologies, as opposed to after the fact going back and trying to correct" their behavior, says the interactive-media manager.
  • Universities are still figuring out how to deal with Facebook and Twitter and other interactive programs which, like much of what's called Web 2.0, are largely out of their control. Now they'll have to wrestle with the power and pitfalls of an even more in-your-face social-media tool.
  • The University of Texas at Dallas is taking a different approach. Lately the 16,000-student state university has become a laboratory for what happens when students and professors go wild with unofficial tagging.
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  • If you're scratching your head wondering what this has to do with education, here's Mr. Terry's answer: The technology will, he says, transform disciplines.
  • Perry Hewitt, digital-communications director at Harvard, says privacy is a serious issue. She also points out that similar sky-is-falling predictions were raised when the answering machine was introduced.
  • Mr. Terry's students will present a smartphone application they have built, called Placethings, which lets you tie pictures, video, and audio to locations and map that multimedia trail into a narrative.
  • Gartner, a technology-research company, forecasts that by 2013 mobile phones will pass personal computers as the most common way people worldwide get access to the Internet. But the practice of cellphone users' tying content to place is so new that you can really believe only one prediction with much confidence. Which is this: As location tagging goes more mainstream in the next few years, today's efforts will look trivial.
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    Thx to @academicdave
Barbara Lindsey

Doc Searls Weblog · Earthquake turns TV networks into print - 0 views

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    How traditional broadcast news has become obsolete in the face of social media's ability to provide up-to-date information.
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