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The Air Force Collaboratory

The Air Force Collaboratory

https://collaboratory.airforce.com/

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How Mechanical Turkers Crowdsourced a Huge Lexicon of Links Between Words and Emotion One of the buzzphrases associated with the social web is sentiment analysis. This is the ability to determine a person’s opinion or state of mind by analysing the words they post on Twitter, Facebook or some other medium. Much has been promised with this method—the ability to measure satisfaction with politicians, movies and products; the ability to better manage customer relations; the ability to create dialogue for emotion-aware games; the ability to measure the flow of emotion in novels; and so on. The idea is to entirely automate this process—to analyse the firehose of words produced by social websites using advanced data mining techniques to gauge sentiment on a vast scale. But all this depends on how well we understand the emotion and polarity (whether negative or positive) that people associate with each word or combinations of words.

NEA Foundation Global Learning Fellows Lesson Plans Kathryn Woerner - 1960s Reform Around the WorldResources: 1 9th Grade/US History: “1960s Reform Around the World” can be a stand-alone lesson, a lesson embedded in a 1960s Civil Right unit or a culmination activity of a study on reform. The idea of reform is not isolated to the American experience and can easily be made global by broadening the study beyond US borders to include people living in the same time trying to make a difference in their lives. The 1960s was a time of widespread protests and police restraints as well as shootings, executions and massacres around the world. J-TECH Innovation & Evolution - NHK WORLD - English TORAY - Weaving the Future with Carbon Fiber Carbon fiber has come a long way since it was first used as a filament by Thomas Edison to create the first functional light bulb. Individually, those fibers lacked the tensile strength of today's modern fibers. But they proved valuable for being heat-resistant and good conductors of electricity.

Quickly Improve Your Handwriting with These Fantastic Resources If you’ve always wanted to improve your handwriting but never got around to it, here’s your chance. If you’re a firm believer in graphology — the study of handwriting and its relation to character traits — you may believe that your handwriting is as fixed as your character. But you’d be wrong. You may also believe that decent handwriting is obsolete, or that teaching cursive in schools is a waste of time. But for many, teaching handwriting is still something we need to take seriously.

10 Things We Learned from the GOOD Exchange Fellowship Last week, we brought together five incredible individuals from around the world to participate in our first-ever fellowship program, the GOOD Exchange. Without being certain what exactly would transpire, we had a hunch that these change-makers’ interaction with one another and local like-minded organizations would yield some remarkable outcomes. Having been present for nearly all of the workshops, activities and brainstorming sessions, I was blown away not only by the engagement and enthusiasm of each participating fellow and organization, but also by the depth of conversation and the meaningful exchange of ideas that lasted through the final Friday event. I reached out to the fellows and other participants of the program to ask: What was your biggest takeaway from the week? Here are our collective top 10 takeaways, in no particular order. 1.

Free Online Tech eBooks Welcome to the iD Library We present a series of free online eBooks for kids and teens interested in pursuing STEM (Science, Technology, Engineering, and Math) careers. These educational tools are designed to engage students in technology and demystify some of the coolest tech professions: Game Design, Filmmaking, Software Engineering, and more. Want to become an expert Animator or start your own Indie Game studio? Darwinians Try to Usurp Biomimetics Popularity As we've reported often before, biomimetics is hot. Supported by university departments and peer-reviewed journals, scientists and engineers are racing to copy nature's designs. It's all based on "design thinking," from concept to application, and thus an excellent illustration of the fruitfulness of intelligent design in science, even if that fact goes largely unacknowledged. The bioengineer is first inspired by a natural design, then seeks to understand it, then tries to mimic it. Examples abound from all over the living world:

lifehack Today, you can learn practically anything online — from mathematics, coding, speaking new languages, and almost anything else you can think of. Dozens of online tutoring sites have educated millions of students around the world for a fraction of the cost of college courses. The key to maximizing this accessibility of information is not just choosing which topic you want to learn about, but which online tutoring sites provide the best learning experience. We’ve narrowed down the sites to the best of the best, each with a different focus and value proposition (such as focus on age, language, higher education, etc.). A win-Winco situation: Grocery chain treats employees well and has low prices There are eight WinCo grocery stores within 100 miles of where I live. So how had I not heard about the Boise, Idaho-based chain until now? Next time I find myself in need of groceries in Kent, Wash., I’ll be sure to swing by the chain that’s making headlines as “Walmart’s worst nightmare.”

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