Group items tagged

"In-depth ideas about the behavior of students in the course and predicts future trends. Research-based on algorithms to calculate measures; for instance, entries to the platform, staying in a course, social connections, forum discussions, linguistic analysis of the use of the words that students say, and comparative analysis of courses. Ideas about the problems of the course so that instructors they can take immediate action."

"According to online salary database, PayScale.com, the skills on this list have seen the biggest drop in market value over the last few years. "These skills are associated with jobs the Bureau of Labor Statistics predicts to have slow to no growth over the next 10 years," says Katie Bardaro, Director of Analytics at PayScale.com. "Often, to be successful in your career, you need to have multiple skills to set yourself apart," says Bardaro. "

"How can companies get a better idea of which skills employees and job candidates have? While university degrees and grades have done that job for a long time, they've done it imperfectly. In today's rapidly evolving knowledge economy, badges, nanodegrees, and certificates have aimed to bridge the gap - but also leave a lot to be desired. While HR departments are eager for better "people analytics," that concept is still fuzzy. And simply collecting data is not enough - to be used, data has to be presented usefully."

"Jeannette M. Wing actually phrases it, "computational thinking" in her article on the subject, and writes that "Computational thinking is a fundamental skill for everyone, not just for computer scientists. To reading, writing, and arithmetic, we should add computational thinking to every child's analytical ability.""

"Order and assign textbooks, articles, or your PDFs in Perusall. Students annotate the readings and asynchronously respond to each other's comments and questions about the readings in context. With novel data analytics, Perusall automatically generates optimal student groupings and social interactions, grades students' engagement to ensure they are prepared for class, and nudges those who need help to keep everyone on track. "

MOOCs are too new for there to be compelling evidence of their value, cost, and risks. The potential benefits and threats to academic quality, student outcomes, institutional integrity, and administrative processes are not yet known. However, the emerging features of MOOCs that have made them distinctive from the other types of OER are the services integrated with the content. The MOOC platforms for organizing and delivering the multimedia content, integrated with the social media tools for engaging individuals, and the assessment and analytic tools for providing feedback on learning and teaching are critical services that manage the content delivery within a design for learning. These services available through the open enrollment of MOOCs are the additional benefits that have been recognized as valuable by some learners, teachers, and institutions.

"There's little reason for typesetting to be such an expensive bottleneck in both time and money when we have better solutions in place. Academia will have to adopt new methods of producing text-based content. This was true when scholars moved from typewriters to word processors like Microsoft Word. Word enabled new capabilities like saving documents and editing them over time, rich text formatting, and the like. Unfortunately, Word arrived in a world before the internet and has never been adapted to work with the internet. As a result, it takes months to get an article into a format that can communicate with the web. Keep in mind that once we have the text in a web-communicable form the innovative things we can do with it are endless in terms of presentation, analytics, and more. We can't reverse that scholarship is moving to the web so we might as well learn how to speak with the web, today."

"Smart machines are an emerging "super class" of technologies that perform a wide variety of work, both the physical and the intellectual kind, said Sondergaard. Machines, for instance, have been grading multiple choice for years, but now they are grading essays and unstructured text. This cognitive capability in software will extend to other areas, including financial analysis, medical diagnostics and data analytic jobs of all sorts, says Gartner."

"ReCon is designed to raise and discuss current issues to do with research communication in academia and beyond. These issues range from the use of metrics for evaluating research, access to publications, how to share and store data, government policy to how this affects careers and incentives for researchers. ReCon includes speakers from government agencies, academics, publishers, people working in outreach and founders of startups working in the research space."

"The rock-star meme implies that teaching is all about performance. What happens on stage is still what matters, even if techno-hip educators supplant traditional sages. Talk of rock-star faculty members reinforces the static lecture model that MOOCs were, ironically, developed in part to destroy. The audience at a rock concert is listening, not interacting. Decades of research and a modicum of common sense confirm that students engage and learn more through active participation in the classroom. For all the talk of personalized analytics and adaptive learning, MOOCs built around faculty rock stars will just transfer the lean-back experience of the lecture hall to a screen."

"Among the software slated to be released under an open-source license is the university's pioneering adaptive-learning project, the Open Learning Initiative, as well as a learning analytics platform LearnSphere. Officials estimate that developing the software has cost more than $100 million in foundation grants and university dollars. The goal of the software giveaway is to jump-start "learning engineering," the practice of applying findings from learning science to college classrooms."

"Codon Learning is a college science courseware developer that supports the practice of evidence-based teaching. Our student-centered approach applies active engagement, assessment, inclusivity, and analytics to improve learning outcomes. The company is advised by discipline-based education research professors, National Academy scientists, college presidents, and provosts."

"Big data is everywhere-even in education. Researchers and developers of online learning, intelligent tutoring systems, virtual labs, simulations, and learning management systems are exploring ways to better understand and use learning analytics to improve teaching and learning."

We face a critical need to prepare children and adolescents to thrive in the 21st century-an era of rapidly evolving technology, demanding and collaborative STEM knowledge work, changing workforce needs, economic volatility, and unacceptable achievement gaps. This report takes a close look at a core set of noncognitive factors-grit, tenacity, and perseverance-that are essential to an individual's capacity to strive for and succeed at important goals, and to persist in the face of an array of challenges encountered throughout schooling and life.

An unrelenting emphasis on the real-time web simply does not allow for scalable results. It's shortsighted because not all content needs to be consumed in real-time and not all users even prefer it.

"The main situations in which this happens are email programs, instant messages, some mobile applications*, and whenever someone is moving from a secure site ("https://mail.google.com/blahblahblah") to a non-secure site (http://www.theatlantic.com).  This means that this vast trove of social traffic is essentially invisible to most analytics programs. I call it DARK SOCIAL. It shows up variously in programs as "direct" or "typed/bookmarked" traffic, which implies to many site owners that you actually have a bookmark or typed in www.theatlantic.com into your browser. But that's not actually what's happening a lot of the time. "

Kred Story is a visual history of your Social Media Influence. Explore the posts, pictures and links that make you influential. See your full influence story and zoom in on meaningful moments.

First is the idea of raising expectations and raising standards. Another piece: data-driven instruction. Every teacher in our state now spends 90 minutes a week sitting down with five peers to just drill into what the data is telling them about student performance. There's research that says the most effective economic development that a state could make is in early childhood education. We're increasing over a five-year period from 20 to 80 the percentage of high-need kids who are enrolled in preschool. That's a game changer.

"Some of the essential aspects of academic institutions - in particular the quality of the education they provide - are largely intangible and their results are difficult to measure." Indeed, he adds, the "result is that much of what is important to the work of colleges and universities may be neglected, undervalued, or laid aside in the pursuit of more visible goals."

"While universities have routinely collected information about students for years - from their family backgrounds to what books they take out of the library - increased computer power and better digital skills now offer the possibility to piece it all together. It could fundamentally change the way institutions operate - as well as raising challenging ethical and privacy issues. "It's almost waste stuff, generated as a by-product of communications, and previously we did nothing with it," says Rob Englebright, programme manager at Jisc, which champions use of digital technologies in education. "Now we can look at it and form patterns.""