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Tess T

Learning Analytics and Personalized Learning - ETEC522-Social Analytics - 0 views

  • Just as businesses use social analytics to suggest personalized options to consumers based on their buying habits, individual teachers can use learning analytics to help them develop adaptive, personalized learning plans for individual students.
  • The School of One program, in use in several New York City public schools, uses learning analytics to develop personalized mathematics learning programs. The School of One’s learning algorithm conducts everyday assessments of a student’s learning style and math skills, and uses this to produce a personalized learning “playlist” for each student. This playlist is comprised of individual lessons in math, which are put into the order that the algorithm determines is optimal for the student’s math skills development. Certainly, School of One is quick to note that this is intended to supplement, not to replace, an individual teacher’s expertise. Similarly to how Hunch focuses on social media analytics as a consumer service, other learning analytics programs are being developed for use by both learners and teachers to enhance individual learning. Socrato is one such program that is primarily intended for students preparing to write standardized multiple-choice tests. It performs learner analytics on students’ online practice tests to identify which areas students most need to improve upon.
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    This is about personalized learning and how analytics can help that
Tess T

Learning Analytics: What Could You Do With Five Orders of Magnitude More Data About Lea... - 1 views

  • Evidence from top-performing schools shows that use of data, analysis, and feedback are our best tools for improvement.
  • The increasing use of online software and digital devices in classrooms presents an opportunity to collect high-frequency data for mining. Today’s analytics techniques could be used to develop a deeper understanding of how students learn, recommend personalized learning plans, and identify early warning flags. Rich data, analytics, and feedback enable a process of iteration and continuous improvement, where educators become learners, and we figure out how to improve education. We are at the beginning of a wave of data-driven change in education, with important social consequences and fantastic opportunities.
    • Tess T
       
      Key words about learning analytics: understanding, personalized learning plans, identify early warning signs. 
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    This article about learning analytics talks about personalizing student learning and customizing lessons for students.  It also connects to a PDF file about what personalized learning looks like and how it helps students
Vicki Davis

The most powerful technology is often simple and hidden - 0 views

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    Learning analytics and personalization only begins with technology for "drill and kill" but certainly that is one place we should always use it, like this student learning spelling words. Article from scholastic about Read 180. "But while this student practiced his words, the most powerful stuff was happening behind the scenes. Out of eyesight. With every keystroke, the technology gathered data on his spelling fluency. It calculated how fast he was at spelling each word. It remembered what he got right and got wrong, and knew exactly how many times it had to re-ask the same word before the student really knew it. Every bit of data it collected would update and add to the student's personal learning profile - a collection of data the teacher could look up at any time to track progress and glean insights on the student's accomplishments and struggles, and that the computer could interpret and display for the student in ways that empowered him and showed him how successful he had been.
zachc-pphs

Personality Types - 0 views

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    Gamification involving personality
Tess T

personalized learning - 0 views

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    For people doing analytics and customization, this is a PDF file all about personalized learning, or customized learning that is molded around the student.
Julia McAloon

"How 3D printing changed my life" - Salon.com - 0 views

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    A personal account of how 3-D printing heled one mans life.
Elena Ares

Internet of Things: what is it? | the internet of things - 0 views

  • IoT as a manageable set of convergent developments on infrastructure, services, applications and governance tools. It is assumed that, as in the transition from mainframe to Internet some business will fail and new ones will emerge, this will happen within the current governance, currency end business models.
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    This website tells you exactly what the Internet of things is! It also has an interesting opinion that can help you see how one certain person sees it
Smith 14

3D GameLab Guildsite - Let the journey begin! - 0 views

  • 3D GameLab is a personalized learning platform that uses quest-based learning and game mechanics (experience points, ranks, rewards, badges) to level up through learning
  • categories that the teacher can create
  • student progress through standards and
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    This lab allows classes to learn through gaming. The classroom becomes the game by personalized learning by using quest-based learning and game mechanics. The students can progress through standards and categories the teacher can create. The 3D GameLab is currently closed, but it will kick off in an online spring camp for teachers and instructional designers that provides the tools and training to turn the classroom into a living game. Up to 60 students are allowed to play their way through the curriculum.
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    3-d game based learning, learning game based learning in 3-d
haleighmarie

Personalizing and Customizing Your Tablet | Customize Technology - 0 views

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    Provides ways you can customize your tablets from covers to apps
Sloane Smith

Mobile Apps and Mass Customization « The SwitchCase Group - 2 views

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    This source describes the boom in mobile apps. Apps are going to start being mass customized at a mass production price. This will allow people to customize their own devices and application to fit their own personal style. 
Vicki Davis

The Littlest Schoolhouse - Magazine - The Atlantic - 1 views

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    This article is one people still point to when discussing personalizing learning for students. It is a great op-ed in the Atlantic. Software customizes the learning process so that students learn in ways that help them and progress at their own pace. 
Vicki Davis

Preconference #1: Playing the Past: Gaming, History, and Technology | WebWise - 1 views

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    This workshop session at WebWise 2012 shows that museums are looking at gamifying just like everyone else. Anything to increase engagement. Whether you like it or not, it is time for some serious scholarly research. "Last year, Nielsen Research found that online games overtook personal email to become the second most heavily used internet activity behind social networks. While most museum and library professionals aren't aiming to create the next FarmVille or Angry Birds, games have the potential to be meaningful learning tools and prompt real-world action."
Brianna Dyche

wearable technology - 0 views

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    Talks about how Google Glass is driving advances in wearable technology
MadelineH SVHS

Ten Tips for Personalized Learning via Technology | Edutopia - 1 views

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    customizing education with technology
Tess T

Personalized Learning - 1 views

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    This is an article about customized learning and learning alalytics. It talks about what customized learning it and how it can better a students educational experience
andrei gausling

Penetrating the Fog: Analytics in Learning and Education (EDUCAUSE Review) | EDUCAUSE - 1 views

  • But the most dramatic factor shaping the future of higher education is something that we can’t actually touch or see: big data and analytics. Basing decisions on data and evidence seems stunningly obvious, and indeed, research indicates that data-driven decision-making improves organizational output and productivity.
  • According to the 1st International Conference on Learning Analytics and Knowledge, “learning analytics is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimising learning and the environments in which it occurs.”
  • Analytics spans the full scope and range of activity in higher education, affecting administration, research, teaching and learning, and support resources.
  • ...4 more annotations...
  • How do big data and analytics generate value for higher education? They can improve administrative decision-making and organizational resource allocation. They can identify at-risk learners and provide intervention to assist learners in achieving success. By analyzing discussion messages posted, assignments completed, and messages read in LMSs such as Moodle and Desire2Learn, educators can identify students who are at risk of dropping out.13 They can create, through transparent data and analysis, a shared understanding of the institution’s successes and challenges. They can innovate and transform the college/university system, as well as academic models and pedagogical approaches. They can assist in making sense of complex topics through the combination of social networks and technical and information networks: that is, algorithms can recognize and provide insight into data and at-risk challenges. They can help leaders transition to holistic decision-making through analyses of what-if scenarios and experimentation to explore how various elements within a complex discipline (e.g., retaining students, reducing costs) connect and to explore the impact of changing core elements. They can increase organizational productivity and effectiveness by providing up-to-date information and allowing rapid response to challenges. They can help institutional leaders determine the hard (e.g., patents, research) and soft (e.g., reputation, profile, quality of teaching) value generated by faculty activity.14 They can provide learners with insight into their own learning habits and can give recommendations for improvement. Learning-facing analytics, such as the University of Maryland, Baltimore County (UMBC) Check My Activity tool, allows learners to “compare their own activity . . . against an anonymous summary of their course peers.”15
    • Tess T
       
      Number two talks about customizing learning through analytics by  recognizing at-risk learners and helping them learn better.
    • Tess T
       
      Number nine also talks about customizing how students are taught. It says that Learning Analytics "can provide learners with insight into their own learning habits and can give recommendations for improvement."
  • Analytics in education must be transformative, altering existing teaching, learning, and assessment processes, academic work, and administration.
    • Tess T
       
      This right here is directly talking about using learning analytics to customize   how students are taught
  • Undoubtedly, analytics and big data have a significant role to play in the future of higher education. The growing role of analysis techniques and technologies in government and business sectors affirms this trend. In education the value of analytics and big data can be found in (1) their role in guiding reform activities in higher education, and (2) how they can assist educators in improving teaching and learning.
    • Tess T
       
      So pretty much this is saying that Learning Analytics can improve education because it can assist educators and help them improve their teaching and education based off of the data that they find about their students
    • Tess T
       
      Learning Analytics helps educators find out whats wrong and change it around the student so the student can get the best education possible
  • Learning analytics is essential for penetrating the fog that has settled over much of higher education. Educators, students, and administrators need a foundation on which to enact change. For educators, the availability of real-time insight into the performance of learners—including students who are at-risk—can be a significant help in the planning of teaching activities. For students, receiving information about their performance in relation to their peers or about their progress in relation to their personal goals can be motivating and encouraging. Finally, administrators and decision-makers are today confronted with tremendous uncertainty in the face of budget cuts and global competition in higher education. Learning analytics can penetrate the fog of uncertainty around how to allocate resources, develop competitive advantages, and most important, improve the quality and value of the learning experience.
    • Tess T
       
      This is a super helpful and straight forward answer to the question "how can learning analytics improve education." You can't get any clearer that that!
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    This source was written by George Siemens,who works in the Technology Enhanced Knowledge Research Institute at Athabasca University, and Phil Long, a Director of the Centre for Education Innovaton and Technology at the University of Queensland.  This site talks about how Analytics are used and what they are used for in Education
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    I really think this website can help anyone with a "foggy" idea of learning analytics.  Explains what to do with them above and beyond.  Woo hoo.
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    This article is about how data mining and research can help make decisions. This process is using statistical information instead of using informal guessing. It is beginning to be used on a wide level including medicine , business , and social programs and schools. It also says that education most have a reform and learning anaylitcs will have the biggest impact in deciding what will change or what will be added. So many of the students now a days spends time on the internet with social media and this leaves a foot print which leaves data of how their learning process works. Learning anaylitics is important because it benefits administrative and student purposes.
Elena Ares

An iPad University: Giving It the Old College Try | Epicenter | Wired.com - 0 views

  • Now, let’s face it, online education isn’t exactly new. Typing “online degree” into Google gets you over 58 million results. Besides the well-known University of Phoenix, there are all sorts of online degree programs that promise a convenient, high quality education. Yale and MIT have recently put many of their lectures online, and iTunes U and Academic Earth offer resources from many top schools. Last year saw an unprecedented jump of almost a million more students studying online, according to the 2010 Sloan Survey of Online Learning. What makes MAT@USC different?
  • When students enter the online “classroom” – whether on their iPad or laptop – they see a Brady Bunch style grid of live-stream video headshots of 10-12 students and the professor. During class, which is scheduled several times throughout the week, students can take notes, view slides, discuss questions on a Twitter-like chat pod, break into groups, or virtually “raise their hand” to answer a question. In other words, they can do most of the activities they would in a normal classroom. Only in this scenario, their classmates might be sitting at a desk in rural Kansas – or Japan.
  • But is something valuable lost without real face-time in a physical classroom? Some critics argue that education must be more than just interactions with a smart screen – it’s about personal connections in a social space. Sundt thinks that many of those concerns, while perhaps more relevant for K-12 education, don’t really apply to the typically much older students pursuing a higher education.
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    they see a Brady Bunch style grid of live-stream video headshots of 10-12 students and the professor. During class, which is scheduled several times throughout the week, students can take notes, view slides, discuss questions on a Twitter-like chat pod, break into groups, or virtually "raise their hand" to answer a question.
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    A college trying out an iPad and seeing how it works as an experiment
Joy Lauer

elearnspace › Learning Analytics 2011: Reflections - 0 views

  • 1. Analytics will be huge in education and are coming faster than almost anyone can anticipate. 2. Analytics are growing in prominence in many different disciplines and from all parts of the education system. Researchers from different fields found shared space in the analytics discussion. Are analytics the “universal decoder” for education reform? 3. Ethics are going to be an enormous concern. We all acknowledged it. No clear way forward exists at this stage. 4. Analytics can be applied across the full spectrum of education: for teachers, learners, administrators, policy makers, and government officials. 5. Student success, based partly in adaptive and personal learning, is a substantial motivator for foundations, administrators, and politicians. Under various covers (college completion, accountability, increased institutional effectiveness) analytics will be appropriated to serve numerous ideals, causes, and visions. 6. Brace yourself for the usual hype cycle: analytics will be everything, they will cure all ails, they will transform education, they will [_____]. Purchase your Batman Consultant-Repellant spray now.
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    This shows 6 different things that are about Learning Analytics. 
andrei gausling

Knewton - the future of education? | Learning and Knowledge Analytics - 2 views

  • During the learning analytics conference in Banff, several presenters mentioned the speed at which analytics are moving into policy level decisions in universities and schools. Malcolm Brown, from EDUCAUSE, made the statement that learning analytics “are moving faster than any of us realize”.
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    This site is just about Learning  Analytics but its very helpful
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    This is actually a really cool site! it talks about  how fast learnign analytics is developing and how it works to improve education
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    This artical talks about how leaning anayltics is rapidly increasing in use around in education. It says that the factors for this are business intelligence technology sector increase for accountability and increased entrepreneurial help for the education sector. Learning anaylitics is used to change the education system to a new more personal one that is better than the traditional ways now. Such attempts have brought up new education resources like online learning companies like Pearson who has created blackboard and other sections that collect data and create a new way of learning. The moodle also came out of the Idea for learning anaylics but still maintains a closed system that does not change or adapt.
Honor Moorman

Diigo - Web Highlighter and Sticky Notes, Online Bookmarking and Annotation, Personal L... - 2 views

shared by Honor Moorman on 22 Mar 12 - Cached
    • Honor Moorman
       
      If you can see this, your Diigolet is working!
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