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Roland Gesthuizen

What are the 4 R's Essential to 21st Century Learning? | HASTAC - 79 views

  • Interestingly, unlike math, which can often be difficult to teach in all of its abstraction, algorithms do stuff.   Algorithms are operational.  You show kids how to use a program like Scratch or Hackasaurus and, very soon, they can actually manipulate, create, and do, in their very own and special way.   
  • the beauty of teaching even the youngest kids algorithms and algorithmic or procedural thinking is that it gives them the same tool of agency and production that writing and even reading gave to industrial age learners who, for the first time in history, had access to cheap books and other forms of print.
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    Cathy Davidson discusses the need for a fourth "R" -pertaining to "algoRithim" - It is important, she argues, because, "in the 21st century, we need [an]...expanded push towards the literacy that defines our era, computational literacy.   Algorithms are as basic to the way the 21st century digital age works as reading, writing, and arithmetic were to the late 18th century Industrial era." 
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    "The classic "3 R's" of learning are, of course, Reading, 'Riting, and 'Rithmetic.  For the 21st century, we need to add a fourth R--and it will help inspire the other three:  Algorithm. "
Martin Burrett

Busting the myths of AI in education - 10 views

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    "When you mention Artificial Intelligence (AI), you're likely to get a variety of responses ranging from the fear that robots will take over our jobs - and our lives - to the conviction that it will transform our future for the better. Now that AI is becoming an integral part of organisations such as NASA, the NHS and even your local council, is it time for education to embrace the power of AI? I believe that it is. While algorithms will never be a substitute for a good teacher, there are some exciting new ways that AI can help schools to spot patterns of progress, or identify pupils who are having difficulties with their learning."
Nigel Coutts

Supporting Mathematical Thinking through the Eight Cultural Forces - The Learner's Way - 18 views

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    At the heart of mathematics are a set of connected thinking dispositions. The mathematician uses these dispositions as the cognitive tools of their trade. While the traditional imagining of mathematics might be all about the accurate application of well-rehearsed algorithms and processes, in the real world of mathematics, it is all about the thinking. As we consider what our students need from their mathematical education, we should not overlook the importance of these dispositions. 
Maureen Greenbaum

Knewton raises $33M for adapting online education for each student | VentureBeat - 39 views

  • Knewton’s Adaptive Learning Platform can dynamically and automatically remix a school’s online educational materials to match every student’s strengths, weaknesses and unique learning style. It is part of a larger trend of “big data,” or using a large amount of feedback to analyze and then adjust to a user’s individual needs. And it is believed to be the largest funding round ever for an education technology startup.
  • next bite-sized bit
  • algorithm-driven, generating unique lessons dynamically and automatically for the student.
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  • students to skip boring lessons they have already mastered and allows them to move on to targeted lessons.
  • Knewton launched two first-year college math courses – College Mathematics and College Algebra – and a self-paced Math Readiness for College course
  • , Knewton has been adopted by Penn State University, the University of Nevada, Las Vegas, Mount St. Mary’s University, Washington State University, and Education Management Corporation.
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    this is the future folks
Steve Kelly

What would an exceptional middle and high school computer science curriculum include? -... - 48 views

  • What would an exceptional middle and high school computer science curriculum include?
  • This isn't a complete answer, but one thing the very first introductory classes should require is that the students turn off all their electronic computers and actually learn to walk through  algorithms with a computer that exists only on paper. (Or, I suppose, a whiteboard or a simulator.) This exercise would give the students a grounding in what is going on inside the computer as a very low level.My first computer programming class in my Freshman year of high school was completely on paper. Although it was done because the school didn't have much money, it turned out to be very beneficial.Another class I had in high school, that wouldn't normally be lumped into a Computer Science curriculum but has been a boon to my career, was good old Typing 101.
  • If you followed the CS Unplugged curriculum your students would know more about CS than most CS grads:http://csunplugged.orgIt's a really great intro to basic computer science concepts and very easy for students to understand.  Best of all you don't even need a computer per student if your school doesn't have the budget,
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  • For younger students, I think that the ability to make something professional-looking, like a real grown-up would, is paramount.  Sadly, I think this means that LOGO and BASIC aren't much use any more*.
  • So, we have a few choices.  You can try to write phone apps that look just like real phone apps, design interactive websites that look just like real interactive websites, or do something with embedded systems / robotics.  Avoid the temptation to make these things into group projects; the main thing every student needs to experience is the process of writing code, running it, debugging it, and watching the machine react to every command.
  • It is important to consider what an 11 to 18-year old is familiar with in terms of mathematics and logical thinking. An average 11-year old is probably learning about fractions, simple cartesian geometry, the concept of units, and mathematical expressions. By 15, the average student will be taking algebra, and hopefully will have the all-important concept of variables under his/her belt. So much in CS is dependent on solid understanding that symbols and tokens can represent abstract concepts, values, or algorithms. Without it, it's still possible to teach CS, but it must be done in a very different way (see Scratch).
  • At this point, concepts such as variables, parenthesis matching, and functions (of the mathematical variety) are within easy reach. Concepts like parameter passing, strings and collections, and program flow should be teachable. More advanced concepts such as recursion, references and pointers, certain data structures, and big-O may be very difficult to teach without first going through some more foundational math.
  • I tend to agree strongly with those that believe a foundational education should inspire interest and enforce concepts and critical thinking over teaching any specific language, framework, system, or dogma.
  • The key is that the concepts in CS aren't just there for the hell of it. Everything was motivated by a real problem, and few things are more satisfying than fixing something you really want to work with a cool technique or concept you just learned.
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    Great resource for teachers (especially those of us not initially trained in Computer Science) about what should 'count' as Computer Science.  Worth the read!
Randolph Hollingsworth

Maps of Citations Uncover New Fields of Scholarship - Research - The Chronicle of Highe... - 33 views

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    ...by a a team led by two biologists, Carl T. Bergstrom and Jevin D. West, and a physicist, Martin Rosvall,- "The work builds off the thinking behind the Eigenfactor score, a method of assessing journals' relative influence that Mr. Bergstrom and Mr. West unveiled in 2007. The Eigenfactor algorithm takes into account the source of citations. A citation in a high-profile journal like Nature, for instance, counts for more than a citation from a journal only a handful of people ever see or cite. That's a more nuanced way to evaluate a journal's standing than the widely used impact factor, which tracks how many citations a journal gets but does not weight the sources."
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    Wow researchers can engage with the human side of research thru viewing connected networks, they can find the patterns in data sets and discover new fields as they converge amongst many possibilities... You can see overview where your research fits in etc too.
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    This is fascinating. I'm trying to figure out if this is something that could become useful to undergraduates learning about research. It seems like it has potential to reveal connections, trends, and patterns for students just starting in a discipline. It certainly makes disciplines seem less rigid and confined (which I think is a good thing).
Nigel Coutts

Do We Truly Understand Place Value? - The Learner's Way - 11 views

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    James Tanton shattered my understanding of the vertical algorithm. More than that, he helped me to see how poorly I understood place value and that many of my students function with the same misunderstanding. What made the experience more humbling was that it took him less than two minutes to do this.
Kate Pok

The trouble with Khan Academy - Casting Out Nines - The Chronicle of Higher Education - 2 views

  • Let’s start with what Khan Academy is. Khan Academy is a collection of video lectures that give demonstrations of mechanical processes. When it comes to this purpose, KA videos are, on the average, pretty good. Sal Khan is the main reason; he is approachable and has a knack for making mechanical processes seem understandable. Of course, his videos are not perfect. He tends to ramble a lot and get sidetracked; he doesn’t use visuals as effectively as he could; he’s often sloppy and sometimes downright wrong with his math; and he sometimes omits topics from his subjects that really need to be there (LU decomposition in linear algebra, for example). But on balance, KA is a great resource for the niche in which it was designed to work: giving demonstrations of mechanical processes.
  • But let’s also be honest about what Khan Academy is not. Khan Academy is not a substitute for an actual course of study in mathematics. It is not a substitute for a live teacher. And it is not a coherent curriculum of study that engages students at all the cognitive levels at which they need to be engaged. It’s OK that it’s not these things. We don’t walk into a Mexican restaurant and fault it for not serving spaghetti. I don’t fault Khan Academy for not being a complete educational resource, because it wasn’t designed for that purpose. Again, Khan Academy is a great resource for the niche in which it was designed to work. But when you try to extend it out of that niche — as Bill Gates and others would very much like to do — all kinds of things go wrong.
  • When we say that someone has “learned” a subject, we typically mean that they have shown evidence of mastery not only of basic cognitive processes like factual recall and working mechanical exercises but also higher-level tasks like applying concepts to new problems and judging between two equivalent concepts. A student learning calculus, for instance, needs to demonstrate that s/he can do things like take derivatives of polynomials and use the Chain Rule. But if this is all they can demonstrate, then it’s stretching it to say that the student has “learned calculus”, because calculus is a lot more than just executing mechanical processes correctly and quickly. To say that it is not — that knowledge of calculus consists in the ability to perform algorithmic processes quickly and accurately — is to adopt an impoverished definition of the subject that renders a great intellectual pursuit into a collection of party tricks.
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  • Even if the student can solve optimization or related rates problems just like the ones in the book and in the lecture — but doesn’t know how to start if the optimization or related rates problem does not match their template — then the student hasn’t really learned calculus. At that point, those “applied” problems are just more mechanical processes.
  • Khan Academy is great for learning about lots of different subjects. But it’s not really adequate for learning those subjects on a level that really makes a difference in the world. Learning at these levels requires more than watching videos (or lectures) and doing exercises. It takes hard work (by both the learner and the instructor), difficult assignments that get students to work at these higher levels, open channels of communication that do not just go one way, and above all a relationship between learner and instructor that engenders trust.
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    All the reasons I like and don't like Khan Academy videos....
Caroline Kuhn

From Internet to Gutenberg 1996 - 30 views

  • remember books. Books challenge and improve memory
  • (The book will kill the cathedral, alphabet will kill images).
  • During the sixties, Marshall McLuhan wrote his The Gutenberg Galaxy, where he announced that the linear way of thinking instaured by the invention of the press, was on the verge of being substituted by a more global way of perceiving and understanding through the TV images or other kinds of electronic device
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  • the computer has become, first of all, an alphabetic instrument
  • These same teen-agers, if by chance they want to program their own home computer, must know, or learn, logical procedures and algorithms, and must type words and numbers on a keyboard, at a great speed. In this sense one can say that the computer made us to return to a Gutenberg Galaxy.
  • Today the concept of literacy comprises many media. An enlightened policy of literacy must take into account the possibilities of all of these media. Educational preoccupation must be extended to the whole of media.
  • Images have, so to speak, a sort of Platonic power: they transform individuals into general idea
  • who will receive pre-fabricated images and therefore prefabricated definitions of the world, without any power to critically choose the kind of information they receive, and those who know how to deal with the computer, who will be able to select and to elaborate information.
  • This will re-establish the cultural division which existed at the time of Claude Frollo, between those who were able to read manuscripts, and therefore to critically deal with religious, scientifical or philosophical matters, and those who were only educated by the images of the cathedral, selected and produced by their masters, the literate few.
  • With a hypertext, instead, I can navigate through the whole encyclopedia. I can connect an event registered at the beginning with a series of similar events disseminated all along the text, I can compare the beginning with the end, I can ask for the list of all the words beginning by A, I can ask for all the cases in which the name of Napoleon is linked with the one of Kant, I can compare the dates of their birth and death - in short, I can do my job in few seconds or few minutes.
  • Even if it were true that today visual communication overwhelms written communication, the problem is not to oppose written to visual communication. The problem is how to improve both.
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    Or the Elements of Euclid.
Peter Beens

EasyBib: Free Bibliography Maker - MLA, APA, Chicago citation styles - 17 views

    • anonymous
       
      Choose the type of source you want to cite.
    • Josh Flores
       
      It's easy to overlook the great Citation Guide. There's an especially helpful guide for evaluation websites! Worth sharing with students.
    • Ms. Nicholson
       
      Thanks for the tips! I loved this site in college and now I get to share it with my students. 
    • Luv2ride
       
      The subscription for schools is sooo worth the money. The notebook feature is incredible and allows the user to practically write the paper as s/he takes notes. Awesome!
    • Jody Conrad
       
      How about teach them how to cite? Easybib is like the kid in the group who doesn't always do the best work. It's a good resource, but our students must learn to be smarter than an algorithm.
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