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"while these are worthwhile efforts, it is crucial for institutions to use predictive analytics ethically. Without ethical practices, student data could be used to curtail academic success rather than help ensure it. For example, without a clear plan in place, an institution could use predictive analytics to justify using fewer resources to recruit low-income students because their chances of enrolling are less sure than for more affluent prospective students. "

"Who knows - maybe one day learning scientists will be as accurate at predicting learning as weathermen are at predicting the weather. While that may sound like a dig against both professions, I actually mean it simply as an acknowledgment of how incredibly complex and dynamic both phenomena are."

"Our view of the world is powered by personal algorithms: observing how all of the component pieces (and people) that make up our personal social system interact, and looking for patterns to predict what will happen next. When systems behave linearly and react immediately, we tend to be fairly accurate with our forecasts. This is why toddlers love discovering light switches: cause and effect are immediate. The child flips the switch, and on goes the light. But our predictive power plummets when there is a time delay or non-linearity, as in the case of a CEO who delivers better-than-expected earnings only to wonder at a drop in the stock price."

"In five years, IBM thinks computers will touch, taste, smell, hear, and see. Sensing devices will aid online shoppers (touching products), parents (interpreting the sound of baby cries), chefs (cooking a perfectly tasty and healthy meal), and doctors (smelling disease). No word on a sixth sense, as yet the sole domain of humans."

At one session here at Davos, the presidents of Harvard, Stanford and MIT all readily acknowledged that the experiments in new models of online learning will soon radically disrupt higher learning. One expert suggested many universities are facing the early days of bankruptcy. Another predicted there may only be 10 universities that survive this transition.

"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. "

Mr. Shirky said. "The thing that drives me craziest in conversations with large institutions about large data sets is they want to know in advance what will happen. Why should we open up our data? To which the answer is, you open up your data to see where the value is. It's the value you can't even predict until you try it that you get back."

"The infographic below, based on data by CPP, publishers of the Myers-Briggs personality assessment, details the qualifiers for each of the test's characteristics, but furthermore, predicts the psychological types most likely to participate on specific social networks. More extroverts reported using Facebook than introverts, for instance. And people with inclinations toward Feeling spend more time browsing and interacting with people on Facebook, rather than those who tend toward Thinking."

"Note that Virtual Worlds is chugging out of the Trough of Disillusionment, with only 5-10 years to arrive at the Plateau of Productivity. Big Data and Gamification have a bit more hype to hype before their demise. In-Memory Analytics and Text Analytics are just now descending into the Trough! On, no! While Predictive Analytics is cruising!"

"My prediction? Hold fast, millennials. This current wave of punditry will peak and then start declining six years from now. In 2020, about half of you will have turned 30. You'll no longer be young-and therefore no longer scary-and today's rhetoric about your entitlement and narcissism will evaporate. You'll be in charge. I can't imagine what you're going to say about the kids being born today."

if curation is done accurately and fairly, it "is of tremendous benefit to the creators of the content, because it brings them many more eyeballs, a lot more traffic, which they can monetize." Now, curation is a common practice among news organizations of all statures.

"To succeed in today's connected world, you need to build a community around your company, brand, and products. Over the last decade, social media monitoring has become a primary form of business intelligence, used to identify, predict, and respond to consumer behavior. Listening to what your customers, competitors, critics, and supporters are saying about you is key to getting great results from your social media campaigns. There are countless tools out there, offering many ways to analyze, measure, display, and create reports about your engagement efforts."

"Massive open online course, following a collaborative project-based pedagogy. Over 1200 registered participants, although impossible to predict how many will actually show up. We expect a significant portion of participants to follow through the MOOC, dedicating 3-10 hours a week, while others will participate casually, dipping in and out and choosing the activities they want to complete."

Nevertheless, my prediction is that the MOOC 2.0 will enable one-on-one learning using personalized, video chat-based help, which is why I founded Teeays, a platform for on-demand TAs for MOOCs. Ultimately, the format of the MOOC 2.0 will be whichever format enables individual learning to scale as dramatically as content distribution has scaled in the MOOC 1.0. In a world where more than 2 billion people are connected to broadband internet, face-to-face learning is bound to go digital.

"As to the future of digital learning, Bailey predicts increasing opportunities for students to take course online or in blended learning environment, more options for state-approved online classes, and a focus on competency-based learning. "State policy can remove roadblocks to students' digital learning opportunities, Bailey said"

"GPAs don't predict anything about who is going to be a successful employee. "One of the things we've seen from all our data crunching is that G.P.A.'s are worthless as a criteria for hiring, and test scores are worthless - no correlation at all except for brand-new college grads, where there's a slight correlation,"" "After two or three years, your ability to perform at Google is completely unrelated to how you performed when you were in school, because the skills you required in college are very different," he said. "You're also fundamentally a different person. You learn and grow, you think about things differently. Another reason is that I think academic environments are artificial environments. People who succeed there are sort of finely trained, they're conditioned to succeed in that environment. 

" it makes sense for Wiley (the publisher, not the dude) to strike a licensing deal with OpenStax. They're OK about not making a lot of money on the books as long as they can sell their WileyPlus software. Which, in turn, is why I think that Wiley (the dude, not the publisher) is not crazy at all when he predicts that "80% of all US general education courses will be using OER instead of publisher materials by 2018." I won't be as bold as he is to pick a number, but I think he could very well be directionally correct. I think many of the larger publishers hope to be winding down their traditional textbook businesses by 2018."

"Using a mix of skills in data engineering, analysis, and business intelligence, the Office focuses on analytics subject areas such as executive and academic program dashboards, marketing, enrollment management, retention, financials, and service centers. A service catalog includes predictive analytics, metrics dashboards, forecast modeling, Ad Hoc reporting, operational reporting, and variance analysis."

"There's been much debate in recent years about the role of public colleges in an era when students pay for more than half their education in most states. Sure, state funds might make up less than 10 percent of the budget at the University of Virginia, the University of Michigan, and Berkeley, but the fact of the matter is that most public colleges couldn't survive if not for their states."

"As the Embedded For-Profit industry develops, he predicts it will further curtail professors' autonomy, already somewhat weakened by colleges' use of outside companies to host learning-management systems - and more recently to help manage and produce online-education programs."