|By Keith Cawley||
|August 5, 2014 11:15 AM EDT||
Behavioral economists theorize that "when presented with many options and little information, people find it difficult to make wise choices." This is the root of the movement to incorporate Big Data into the classroom. By compiling student data from an early age, we are able to better understand learning processes and identify issues, ultimately resulting in wiser, more informed decisions. Now when a teacher threatens that "this will go down on your permanent record," they really mean it.
The widespread adoption of tablets and devices in schools lets us track key performance indicators like how long a student hovers over a question before answering, how digital activity during a homework assignment relates to their understanding of the subject matter, and therefore identify what lessons were most and least successful. Publishers receive feedback regarding textbooks, based on length of time students spent on certain chapters and their overall grasp of the subject matters, so the books can be revised easily and often.
Skeptics argue that using this data will turn students into numbers in a dehumanized system where their personal information is practically public and teachers are replaced by machines. A premature overreaction perhaps, but it's these serious concerns versus the potentially astounding benefits that have us all wondering what our own digital trail of breadcrumbs would have revealed and how Big Data can make its way into the classrooms of the future.
Effective data use lets teachers pinpoint how specific initiatives impact a student's future successes immediately, instead of relying on yearly standardized testing to gauge their students' progress. Nationwide analysis would generate far more detailed and accurate comparisons of school districts, than disparate data that can easily be seen out-of-context.
The time and energy alone we put into ensuring children receive a good education seems to increase at triple the rate of inflation. Each year things get a little bit more competitive, and more expensive. Parents start saving for their children's college education at birth, if not sooner. Four year olds are "interviewing" for acceptance into Pre-K programs which begin the college prep they'll endure throughout their next 13 academic years. Yet despite all of these efforts, many capable students find themselves utterly unprepared when they reach freshman year of college. In 2013 only 71.9% of those freshman returned for their sophomore year and a mere 52.6% will actually graduate from a four year university within five years. Faced with hundreds of majors to choose from and classes that all sound the same on paper, students are overwhelmed and many end up spending extra time and money making up for poor decisions they made early on.
Many college campuses are testing the use of Big Data, including Arizona State University (ASU) and Austin Peay University in Tennessee, to help students make better choices when it comes to their education. At ASU, freshmen are required to declare a major early on. After this, eAdvising (a digital education platform) tracks the courses they take and the grades they receive, to ensure they remain "on track" to graduate in four years. The roadmap feature displays required courses for the entire four year degree timeline, frontloading key courses so that the students can determine early on if the major is not the right fit. Even then, the program will suggest alternate routes based on the student's interests and past successes. If a student fails to maintain course requirements or their grades for two semesters in a row they are deemed "off track" and required to choose a new course of action.
Austin Peay developed a similar program which gives students suggestions on classes that they have the highest chance of success in, based on their past performances. Recommended courses are presented using the familiar star ranking system, much like you would see on Netflix. The goal is to take a decision that involves hundreds of variables and break it down into actionable advice. Students are aware of the course requirements for their majors but often there are multiple choices that will fulfill that one requirement. The algorithm pools the student's grades, high school GPA, and ACT scores along with data from other students who have taken courses in the past, then uses the data to predict the courses in which you are statistically most likely to succeed.
Will these intuitive programs result in a generation of students who are more focused because they spent less time and money paying for mistakes they made during college, or will it end up crippling college grads by essentially making tough decisions for them? It will take years to know the answers to such questions, but the use of business intelligence in education is quickly becoming the norm.
Have you experienced the effects, positive or negative, of data use in the classroom? What do you think the future of Big Data in the academic world should look like?
SYS-CON Events announced today that Enzu will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Enzu’s mission is to be the leading provider of enterprise cloud solutions worldwide. Enzu enables online businesses to use its IT infrastructure to their competitive advantage. By offering a suite of proven hosting and management services, Enzu wants companies to focus on the core of their online busine...
Oct. 22, 2016 09:00 PM EDT Reads: 1,240
In the next forty months – just over three years – businesses will undergo extraordinary changes. The exponential growth of digitization and machine learning will see a step function change in how businesses create value, satisfy customers, and outperform their competition. In the next forty months companies will take the actions that will see them get to the next level of the game called Capitalism. Or they won’t – game over. The winners of today and tomorrow think differently, follow different...
Oct. 22, 2016 08:45 PM EDT Reads: 843
Enterprise IT has been in the era of Hybrid Cloud for some time now. But it seems most conversations about Hybrid are focused on integrating AWS, Microsoft Azure, or Google ECM into existing on-premises systems. Where is all the Private Cloud? What do technology providers need to do to make their offerings more compelling? How should enterprise IT executives and buyers define their focus, needs, and roadmap, and communicate that clearly to the providers?
Oct. 22, 2016 08:45 PM EDT Reads: 2,467
SYS-CON Events announced today that Sheng Liang to Keynote at SYS-CON's 19th Cloud Expo, which will take place on November 1-3, 2016 at the Santa Clara Convention Center in Santa Clara, California.
Oct. 22, 2016 08:30 PM EDT Reads: 1,672
More and more brands have jumped on the IoT bandwagon. We have an excess of wearables – activity trackers, smartwatches, smart glasses and sneakers, and more that track seemingly endless datapoints. However, most consumers have no idea what “IoT” means. Creating more wearables that track data shouldn't be the aim of brands; delivering meaningful, tangible relevance to their users should be. We're in a period in which the IoT pendulum is still swinging. Initially, it swung toward "smart for smar...
Oct. 22, 2016 08:15 PM EDT Reads: 673
DevOps is being widely accepted (if not fully adopted) as essential in enterprise IT. But as Enterprise DevOps gains maturity, expands scope, and increases velocity, the need for data-driven decisions across teams becomes more acute. DevOps teams in any modern business must wrangle the ‘digital exhaust’ from the delivery toolchain, "pervasive" and "cognitive" computing, APIs and services, mobile devices and applications, the Internet of Things, and now even blockchain. In this power panel at @...
Oct. 22, 2016 07:45 PM EDT Reads: 1,818
SYS-CON Events announced today that SoftNet Solutions will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. SoftNet Solutions specializes in Enterprise Solutions for Hadoop and Big Data. It offers customers the most open, robust, and value-conscious portfolio of solutions, services, and tools for the shortest route to success with Big Data. The unique differentiator is the ability to architect and ...
Oct. 22, 2016 06:45 PM EDT Reads: 620
In past @ThingsExpo presentations, Joseph di Paolantonio has explored how various Internet of Things (IoT) and data management and analytics (DMA) solution spaces will come together as sensor analytics ecosystems. This year, in his session at @ThingsExpo, Joseph di Paolantonio from DataArchon, will be adding the numerous Transportation areas, from autonomous vehicles to “Uber for containers.” While IoT data in any one area of Transportation will have a huge impact in that area, combining sensor...
Oct. 22, 2016 05:30 PM EDT Reads: 488
Established in 1998, Calsoft is a leading software product engineering Services Company specializing in Storage, Networking, Virtualization and Cloud business verticals. Calsoft provides End-to-End Product Development, Quality Assurance Sustenance, Solution Engineering and Professional Services expertise to assist customers in achieving their product development and business goals. The company's deep domain knowledge of Storage, Virtualization, Networking and Cloud verticals helps in delivering ...
Oct. 22, 2016 05:30 PM EDT Reads: 971
SYS-CON Events announced today that 910Telecom will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Housed in the classic Denver Gas & Electric Building, 910 15th St., 910Telecom is a carrier-neutral telecom hotel located in the heart of Denver. Adjacent to CenturyLink, AT&T, and Denver Main, 910Telecom offers connectivity to all major carriers, Internet service providers, Internet backbones and ...
Oct. 22, 2016 04:00 PM EDT Reads: 3,585
Extreme Computing is the ability to leverage highly performant infrastructure and software to accelerate Big Data, machine learning, HPC, and Enterprise applications. High IOPS Storage, low-latency networks, in-memory databases, GPUs and other parallel accelerators are being used to achieve faster results and help businesses make better decisions. In his session at 18th Cloud Expo, Michael O'Neill, Strategic Business Development at NVIDIA, focused on some of the unique ways extreme computing is...
Oct. 22, 2016 04:00 PM EDT Reads: 3,847
In his general session at 18th Cloud Expo, Lee Atchison, Principal Cloud Architect and Advocate at New Relic, discussed cloud as a ‘better data center’ and how it adds new capacity (faster) and improves application availability (redundancy). The cloud is a ‘Dynamic Tool for Dynamic Apps’ and resource allocation is an integral part of your application architecture, so use only the resources you need and allocate /de-allocate resources on the fly.
Oct. 22, 2016 04:00 PM EDT Reads: 3,661
In the next five to ten years, millions, if not billions of things will become smarter. This smartness goes beyond connected things in our homes like the fridge, thermostat and fancy lighting, and into heavily regulated industries including aerospace, pharmaceutical/medical devices and energy. “Smartness” will embed itself within individual products that are part of our daily lives. We will engage with smart products - learning from them, informing them, and communicating with them. Smart produc...
Oct. 22, 2016 03:45 PM EDT Reads: 1,444
In his keynote at 19th Cloud Expo, Sheng Liang, co-founder and CEO of Rancher Labs, will discuss the technological advances and new business opportunities created by the rapid adoption of containers. With the success of Amazon Web Services (AWS) and various open source technologies used to build private clouds, cloud computing has become an essential component of IT strategy. However, users continue to face challenges in implementing clouds, as older technologies evolve and newer ones like Docke...
Oct. 22, 2016 03:30 PM EDT Reads: 2,247
In his keynote at 18th Cloud Expo, Andrew Keys, Co-Founder of ConsenSys Enterprise, provided an overview of the evolution of the Internet and the Database and the future of their combination – the Blockchain. Andrew Keys is Co-Founder of ConsenSys Enterprise. He comes to ConsenSys Enterprise with capital markets, technology and entrepreneurial experience. Previously, he worked for UBS investment bank in equities analysis. Later, he was responsible for the creation and distribution of life sett...
Oct. 22, 2016 02:30 PM EDT Reads: 5,241
SYS-CON Events announced today that Coalfire will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Coalfire is the trusted leader in cybersecurity risk management and compliance services. Coalfire integrates advisory and technical assessments and recommendations to the corporate directors, executives, boards, and IT organizations for global brands and organizations in the technology, cloud, health...
Oct. 22, 2016 02:15 PM EDT Reads: 1,498
@ThingsExpo has been named the Top 5 Most Influential M2M Brand by Onalytica in the ‘Machine to Machine: Top 100 Influencers and Brands.' Onalytica analyzed the online debate on M2M by looking at over 85,000 tweets to provide the most influential individuals and brands that drive the discussion. According to Onalytica the "analysis showed a very engaged community with a lot of interactive tweets. The M2M discussion seems to be more fragmented and driven by some of the major brands present in the...
Oct. 22, 2016 01:45 PM EDT Reads: 11,274
As data explodes in quantity, importance and from new sources, the need for managing and protecting data residing across physical, virtual, and cloud environments grow with it. Managing data includes protecting it, indexing and classifying it for true, long-term management, compliance and E-Discovery. Commvault can ensure this with a single pane of glass solution – whether in a private cloud, a Service Provider delivered public cloud or a hybrid cloud environment – across the heterogeneous enter...
Oct. 22, 2016 01:15 PM EDT Reads: 1,345
SYS-CON Events announced today that Transparent Cloud Computing (T-Cloud) Consortium will exhibit at the 19th International Cloud Expo®, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. The Transparent Cloud Computing Consortium (T-Cloud Consortium) will conduct research activities into changes in the computing model as a result of collaboration between "device" and "cloud" and the creation of new value and markets through organic data proces...
Oct. 22, 2016 12:45 PM EDT Reads: 1,275
The Internet of Things (IoT), in all its myriad manifestations, has great potential. Much of that potential comes from the evolving data management and analytic (DMA) technologies and processes that allow us to gain insight from all of the IoT data that can be generated and gathered. This potential may never be met as those data sets are tied to specific industry verticals and single markets, with no clear way to use IoT data and sensor analytics to fulfill the hype being given the IoT today.
Oct. 22, 2016 12:45 PM EDT Reads: 2,346