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Advances in computing power, natural language processing, and digitization of text now make it possible to study our a culture's evolution through its texts using a "big data" lens. Our ability to communicate relies in part upon a shared emotional experience, with stories often following distinct emotional trajectories, forming patterns that are meaningful to us. Here, by classifying the emotional arcs for a filtered subset of 1,737 stories from Project Gutenberg's fiction collection, we find a set of six core trajectories which form the building blocks of complex narratives. We strengthen our findings by separately applying optimization, linear decomposition, supervised learning, and unsupervised learning. For each of these six core emotional arcs, we examine the closest characteristic stories in publication today and find that particular emotional arcs enjoy greater success, as measured by downloads.
Paper is one of the simplest and most essential pieces of human technology. For the past two millennia, the ability to produce it in ever more efficient ways has supported the proliferation of literacy, media, religion, education, commerce, and art; it has formed the foundation of civilizations, promoting revolutions and restoring stability. One has only to look at history’s greatest press run, which produced 6.5 billion copies of Máo zhuxí yulu, Quotations from Chairman Mao Tse-tung (Zedong)―which doesn’t include editions in 37 foreign languages and in braille―to appreciate the range and influence of a single publication, in paper. Or take the fact that one of history’s most revered artists, Leonardo da Vinci, left behind only 15 paintings but 4,000 works on paper. And though the colonies were at the time calling for a boycott of all British goods, the one exception they made speaks to the essentiality of the material; they penned the Declaration of Independence on British paper. Now, amid discussion of “going paperless”―and as speculation about the effects of a digitally dependent society grows rampant―we’ve come to a world-historic juncture. Thousands of years ago, Socrates and Plato warned that written language would be the end of “true knowledge,” replacing the need to exercise memory and think through complex questions. Similar arguments were made about the switch from handwritten to printed books, and today about the role of computer technology. By tracing paper’s evolution from antiquity to the present, with an emphasis on the contributions made in Asia and the Middle East, Mark Kurlansky challenges common assumptions about technology’s influence, affirming that paper is here to stay. Paper will be the commodity history that guides us forward in the twenty-first century and illuminates our times.
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Photo taken at: Johns Hopkins University
Even in 2016, publishers and authors are still struggling when it comes to re-releasing decades-old books, but Penguin had a unique problem when it set out to publish a 30th anniversary edition of Richard Dawkin's The Blind Watchmaker.<br /><br />The Bookseller reports that Penguin decided to revive four programs Dawkins wrote in 1986. Written in Pascal for the Mac, The Watchmaker Suite was an experiment in algorithmic evolution. Users could run the programs and create a biomorph, and then watch it evolve across the generations.<br /><br />And now you can do the same in your web browser.<br /><br />A website, MountImprobable.com, was built by the publisher’s in-house Creative Technology team—comprising community manager Claudia Toia, creative developer Mathieu Triay and cover designer Matthew Young—who resuscitated and redeployed code Dawkins wrote in the 1980s and ’90s to enable users to create unique, “evolutionary” imprints. The images will be used as cover imagery on Dawkins’ trio to grant users an entirely individual, personalised print copy.
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“Amerikan Krazy: Life Out of Balance” takes part of its name from the new book <a href="http://boffosockobooks.com/books/authors/henry-james-korn/amerikan-krazy/">"Amerikan Krazy”</a> by <a href="http://www.henryjameskorn.com">Henry James Korn</a>. From 2008 to 2013, Korn worked at the Orange County Great Park. He was responsible for the creation of the Palm Court arts complex and culture, music, art and history programs.<br /><br /> “The book is very much about total corporate control of public and private space,” Korn said. The story follows a wounded Marine veteran haunted after having missed the chance to assassinate a presidential candidate who later causes massive human suffering and wreaks havoc on America’s wealth and democracy.<br /><br /> It’s a way of understanding what’s happening in politics now, Korn said.<br /><br /> “Because if ever there was a recognition that our public life and politics have gone crazy, it’s this moment.”
As a researcher, I fully appreciate the pro-commonplace book conceptualization of the first post, and the second takes things amazingly further with a plugin that allows one to easily display one’s hypothes.is annotations on one’s own WordPress-based site in a dead-simple fashion.
This functionality is a great first step, though honestly, in keeping with IndieWeb principles of owning one’s own data, I think it would be easier/better if Hypothes.is both accepted and sent webmentions. This would potentially allow me to physically own the data on my own site while still participating in the larger annotation community as well as give me notifications when someone either comments or augments on one of my annotations or even annotates one of my own pages (bits of which I’ve written about before.)
Either way, kudos to Kris Shaffer for moving the ball forward!
My Hypothes.is Notebook
My IndieWeb annotations
I can also easily embed my recent annotations about the IndieWeb below:
[ hypothesis user = 'chrisaldrich' tags = 'indieweb']