personalized/customized learning

IBM’s Watson makes further inroads into higher education as well as into other industries; posting includes several recent announcements from IBM

On 10/26/2016, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, business, change, cloud-based computing / apps / other cloud-related, colleges, community colleges, computer science, data related items, digital learning, education technology, emerging technologies, Europe, future of higher education, game-changing environment, health, higher education, human-computer interaction (HCI), IBM, learner profiles, learning agents, learning ecosystem, MOOCs -- Massive Open Online Courses, online learning, personalized/customized learning, platforms, programming, United States, universities, user experience (UX), vendors, workplace, by Daniel Christian

IBM Watson Education and Pearson to drive cognitive learning experiences for college students — from prnewswire.com

Excerpt:

LAS VEGAS, Oct. 25, 2016 /PRNewswire/ — IBM (NYSE: IBM) and Pearson (FTSE: PSON) the world’s learning company, today announced a new global education alliance intended to make Watson’s cognitive capabilities available to millions of college students and professors.

Combining IBM’s cognitive capabilities with Pearson’s digital learning products will give students a more immersive learning experience with their college courses, an easy way to get help and insights when they need it, all through asking questions in natural language just like they would with another student or professor. Importantly, it provides instructors with insights about how well students are learning, allowing them to better manage the entire course and flag students who need additional help.

For example, a student experiencing difficulty while studying for a biology course can query Watson, which is embedded in the Pearson courseware. Watson has already read the Pearson courseware content and is ready to spot patterns and generate insights. Serving as a digital resource, Watson will assess the student’s responses to guide them with hints, feedback, explanations and help identify common misconceptions, working with the student at their pace to help them master the topic.

ibm-watson-2016

Udacity partners with IBM Watson to launch the AI Nanodegree — from venturebeat.com by Paul Sawers

Excerpt:

Online education platform Udacity has partnered with IBM Watson to launch a new artificial intelligence (AI) Nanodegree program.

Costing $1,600 for the full two-term, 26-week course, the AI Nanodegree covers a myriad of topics including logic and planning, probabilistic inference, game-playing / search, computer vision, cognitive systems, and natural language processing (NLP). It’s worth noting here that Udacity already offers an Intro to Artificial Intelligence (free) course and the Machine Learning Engineer Nanodegree, but with the A.I. Nanodegree program IBM Watson is seeking to help give developers a “foundational understanding of artificial intelligence,” while also helping graduates identify job opportunities in the space.

The Future Cognitive Workforce Part 1: Announcing the AI Nanodegree with Udacity — from ibm.com by Rob High

Excerpt:

As artificial intelligence (AI) begins to power more technology across industries, it’s been truly exciting to see what our community of developers can create with Watson. Developers are inspiring us to advance the technology that is transforming society, and they are the reason why such a wide variety of businesses are bringing cognitive solutions to market.

With AI becoming more ubiquitous in the technology we use every day, developers need to continue to sharpen their cognitive computing skills. They are seeking ways to gain a competitive edge in a workforce that increasingly needs professionals who understand how to build AI solutions.

It is for this reason that today at World of Watson in Las Vegas we announced with Udacity the introduction of a Nanodegree program that incorporates expertise from IBM Watson and covers the basics of artificial intelligence. The “AI Nanodegree” program will be helpful for those looking to establish a foundational understanding of artificial intelligence. IBM will also help aid graduates of this program with identifying job opportunities.

The Future Cognitive Workforce Part 2: Teaching the Next Generation of Builders — from ibm.com by Steve Abrams

Excerpt:

Announced today at World of Watson, and as Rob High outlined in the first post in this series, IBM has partnered with Udacity to develop a nanodegree in artificial intelligence. Rob discussed IBM’s commitment to empowering developers to learn more about cognitive computing and equipping them with the educational resources they need to build their careers in AI.

To continue on this commitment, I’m excited to announce another new program today geared at college students that we’ve launched with Kivuto Solutions, an academic software distributor. Via Kivuto’s popular digital resource management platform, students and academics around the world will now gain free access to the complete IBM Bluemix Portfolio — and specifically, Watson. This offers students and faculty at any accredited university – as well as community colleges and high schools with STEM programs – an easy way to tap into Watson services. Through this access, teachers will also gain a better means to create curriculum around subjects like AI.

IBM introduces new Watson solutions for professions — from finance.yahoo.com

Excerpt:

LAS VEGAS, Oct. 25, 2016 /PRNewswire/ — IBM (NYSE:IBM) today unveiled a series of new cognitive solutions intended for professionals in marketing, commerce, supply chain and human resources. With these new offerings, IBM is enabling organizations across all industries and of all sizes to integrate new cognitive capabilities into their businesses.

Watson solutions learn in an expert way, which is critical for professionals that want to uncover insights hidden in their massive amounts of data to understand, reason and learn about their customers and important business processes. Helping professionals augment their existing knowledge and experience without needing to engage a data analyst empowers them to make more informed business decisions, spot opportunities and take action with confidence.

“IBM is bringing Watson cognitive capabilities to millions of professionals around the world, putting a trusted advisor and personal analyst at their fingertips,” said Harriet Green, general manager Watson IoT, Cognitive Engagement & Education. “Similar to the value that Watson has brought to the world of healthcare, cognitive capabilities will be extended to professionals in new areas, helping them harness the value of the data being generated in their industries and use it in new ways.”

IBM says new Watson Data Platform will ‘bring machine learning to the masses’ — from techrepublic.com by Hope Reese
On Tuesday, IBM unveiled a cloud-based AI engine to help businesses harness machine learning. It aims to give everyone, from CEOs to developers, a simple platform to interpret and collaborate on data.

Excerpt:

“Insight is the new currency for success,” said Bob Picciano, senior vice president at IBM Analytics. “And Watson is the supercharger for the insight economy.”

Picciano, speaking at the World of Watson conference in Las Vegas on Tuesday, unveiled IBM’s Watson Data Platform, touted as the “world’s fastest data ingestion engine and machine learning as a service.”

The cloud-based Watson Data Platform, will “illuminate dark data,” said Picciano, and will “change everything—absolutely everything—for everyone.”

See the #IBMWoW hashtag on Twitter for more news/announcements coming from IBM this week:

Previous postings from earlier this month:

IBM Watson’s latest gig: Improving cancer treatment with genomic sequencing — from techrepublic.com by Alison DeNisco
A new partnership between IBM Watson Health and Quest Diagnostics will combine Watson’s cognitive computing with genetic tumor sequencing for more precise, individualized cancer care.

IBM launches industry first Cognitive-IoT ‘Collaboratory’ for clients and partners
Excerpt:
IBM have unveiled an €180 million investment in a new global headquarters to house its Watson Internet of Things business. Located in Munich, the facility will promote new IoT capabilities around Blockchain and security as well as supporting the array of clients that are driving real outcomes by using Watson IoT technologies, drawing insights from billions of sensors embedded in machines, cars, drones, ball bearings, pieces of equipment and even hospitals. As part of a global investment designed to bring Watson cognitive computing to IoT, IBM has allocated more than $200 million USD to its global Watson IoT headquarters in Munich. The investment, one of the company’s largest ever in Europe, is in response to escalating demand from customers who are looking to transform their operations using a combination of IoT and Artificial Intelligence technologies. Currently IBM has 6,000 clients globally who are tapping Watson IoT solutions and services, up from 4,000 just 8 months ago.

People Analytics: A Cognitive Approach to HR: How Capgemini Leverages Watson for Recruitment and People Development — by Capgemin, posted 10/19/16

By 2021, digital agents will be a 15.8 billion market. #chatbots #ibmwow pic.twitter.com/KFLqLkpnG8

— IBM Watson (@IBMWatson) October 25, 2016

Excellent reflection/idea from Nikos Andriotis: “Meta-machine learning – i.e., a self-learning LMS”

On 10/24/2016, in 21st century, accreditation, adult learning, analytics, Artificial Intelligence/Agents/LLMs/and Related, assessment, Augmented Reality (AR), blended learning, Blockchain, bots, career development, change, changing business models, CMS/LMS, colleges, community colleges, competency-based learning/education, content development, aggregation, repositories, corporate / business world, corporate universities / corporate training, dangers of the status quo, Daniel S. Christian, data related items, digital learning, disruption, education technology, emerging technologies, experimentation, face-to-face, future, future of higher education, game-changing environment, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), IBM, ideas, innovation, intelligent systems, intelligent tutoring, K-12 related, learner profiles, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, lifelong learning, metacognition / metacognitive skills, microlearning, Microsoft, more voice more choice more control, online learning, pace of change, pedagogy, personalized/customized learning, platforms, professional development, reinvent, RSS, staying relevant, streams of content, student-related, surviving, training / L&D, universities, user experience (UX), workplace, by Daniel Christian

From DSC:
The other day I had posted some ideas in regards to how artificial intelligence, machine learning, and augmented reality are coming together to offer some wonderful new possibilities for learning (see: “From DSC: Amazing possibilities coming together w/ augmented reality used in conjunction w/ machine learning! For example, consider these ideas.”) Here is one of the graphics from that posting:

These affordances are just now starting to be uncovered as machines are increasingly able to ascertain patterns, things, objects…even people (which calls for a separate posting at some point).

But mainly, for today, I wanted to highlight an excellent comment/reply from Nikos Andriotis @ Talent LMS who gave me permission to highlight his solid reflections and ideas:

https://www.talentlms.com/blog/author/nikos-andriotis

From DSC:
Excellent reflection/idea Nikos — that would represent some serious personalized, customized learning!

Nikos’ innovative reflections also made me think about his ideas in light of their interaction or impact with web-based learner profiles, credentialing, badging, and lifelong learning. What’s especially noteworthy here is that the innovations (that impact learning) continue to occur mainly in the online and blended learning spaces.

How might the ramifications of these innovations impact institutions who are pretty much doing face-to-face only (in terms of their course delivery mechanisms and pedagogies)?

Given:

That Microsoft purchased LinkedIn and can amass a database of skills and open jobs (playing a cloud-based matchmaker)
Everyday microlearning is key to staying relevant (RSS feeds and tapping into “streams of content” are important here, and so is the use of Twitter)
65% of today’s students will be doing jobs that don’t even exist yet (per Microsoft & The Future Laboratory in 2016)

The exponential pace of technological change
The increasing level of experimentation with blockchain (credentialing)
…and more

…what do the futures look like for those colleges and universities that operate only in the face-to-face space and who are not innovating enough?

Cognitive computing comes to education; personalized education may never be the same again!

On 10/19/2016, in 21st century, 24x7x365 access, adult learning, analytics, Apple, Artificial Intelligence/Agents/LLMs/and Related, assistive technologies, Blockchain, cloud-based computing / apps / other cloud-related, corporate / business world, corporate universities / corporate training, Daniel S. Christian, education, education technology, IBM, innovation, learner profiles, learning, learning agents, learning ecosystem, learning preferences, lifelong learning, microlearning, more voice more choice more control, online learning, participation, passions, personalized/customized learning, platforms, productivity / tips and tricks, professional development, student-related, training / L&D, by Daniel Christian

Coppell ISD becomes first district to use IBM, Apple format — from bizjournals.com by Shawn Shinneman

Excerpt:

Teachers at Coppell Independent School District have become the first to use a new IBM and Apple technology platform built to aid personalized learning.

IBM Watson Element for Educators pairs IBM analytics and data tools such as cognitive computing with Apple design. It integrates student grades, interests, participation, and trends to help educators determine how a student learns best, the company says.
…
It also recommends learning content personalized to each student. The platform might suggest a reading assignment on astronomy for a young student who has shown an interest in space.

From DSC:
Technologies involved with systems like IBM’s Watson will likely bring some serious impact to the worlds of education and training & development. Such systems — and the affordances that they should be able to offer us — should not be underestimated. The potential for powerful, customized, personalized learning could easily become a reality in K-20 as well as in the corporate training space. This is an area to keep an eye on for sure, especially with the growing influence of cognitive computing and artificial intelligence.

These kinds of technology should prove helpful in suggesting modules and courses (i.e., digital learning playlists), but I think the more powerful systems will be able to drill down far more minutely than that. I think these types of systems will be able to assist with all kinds of math problems and equations as well as analyze writing examples, correct language mispronunciations, and more (perhaps this is already here…apologies if so). In other words, the systems will “learn” where students can go wrong doing a certain kind of math equation…and then suggest steps to correct things when the system spots a mistake (or provide hints at how to correct mistakes).

This road takes us down to places where we have:

Web-based learner profiles — including learner’s preferences, passions, interests, skills
Microlearning/badging/credentialing — likely using blockchain
Learning agents/bots to “contact” for assistance
Guidance for lifelong learning
More choice, more control

Also see:

First IBM Watson Education App for iPad Delivers Personalized Learning for K-12 Teachers and Students — from prnewswire.com
Educators at Coppell Independent School District in Texas first to use new iPad app to tailor learning experiences to student’s interests and aptitudes
Excerpts:
With increasing demands on educators, teachers need tools that will enable them to better identify the individual needs of all students while designing learning experiences that engage and hold the students’ interest as they master the content. This is especially critical given that approximately one third of American students require remedial education when they enter college today, and current college attainment rates are not keeping pace with the country’s projected workforce needs1. A view of academic and day-to-day updates in real time can help teachers provide personalized support when students need it.
…
IBM Watson Element provides teachers with a holistic view of each student through a fun, easy-to-use and intuitive mobile experience that is a natural extension of their work. Teachers can get to know their students beyond their academic performance, including information about personal interests and important milestones students choose to share. For example, teachers can input notes when a student’s highly anticipated soccer match is scheduled, when another has just been named president for the school’s World Affairs club, and when another has recently excelled following a science project that sparked a renewed interest in chemistry.The unique “spotlight” feature in Watson Element provides advanced analytics that enables deeper levels of communication between teachers about their students’ accomplishments and progress. For example, if a student is excelling academically, teachers can spotlight that student, praising their accomplishments across the school district. Or, if a student received a top award in the district art show, a teacher can spotlight the student so their other teachers know about it.

Women of Foresight: Changes in Education for Future Student Success — from leadingthought.us.com by Dr. Liz Alexander

Excerpt:

Education. A topic that remains hotly debated all over the world. Especially now, as we struggle to find our footing as our futures hurtle towards us, faster and more profoundly different than ever before.

What changes do existing schools and colleges need to make to better prepare students for the trends we already see? Together with those “weak signals” that suggest other, possible futures? In “trying to adapt education for what the American economy is evolving into,” is mandating “coding classes” part of the answer? Are we doing enough to take into account contrarian perspectives like this one? Who gets to decide what the purpose of education should be, in any case?

These are just some of the questions everyone–from policy makers to parents, academics to students themselves–need to think about.

Intrigued as to what the global futurist and foresight communities might have in mind, I posed them the following question:

If there was one thing I could change in education to better prepare students for the future of work, it would be…

The twenty women that responded to my call are either professional futurists or apply foresight in their roles as leaders in global firms and consultancies, think tanks and foundations. They’re from countries as geographically disperse as Australia, Egypt, Germany, India, New Zealand, Norway, United Arab Emirates, United Kingdom, and United States.

(If you’re wondering why I only asked women, it was a deliberate move to broaden commentary on “our futures,” so people don’t think it’s the sole purview of older, white men. Also, because I believe women’s natural inclinations toward relationships and collaboration, communities and mutual support, are the future!)

One example/answer:

“…to put more emphasis on HOW students will contribute, rather than WHAT their expertise will be, by helping them answer these three questions:

How do I most want to contribute to something larger than myself, aka my ‘mission in life’?
In what work environment will I be able to make the meaningful contributions I’m capable of?
How do I interact with others? What might derail my ambitions, dreams, and wishes? What can I do about it?”

Reflections on “IBM Foundation collaborates with AFT and education leaders to use Watson to help teachers”

On 09/28/2016, in 21st century, analytics, Artificial Intelligence/Agents/LLMs/and Related, bots, cloud-based computing / apps / other cloud-related, corporate / business world, corporate universities / corporate training, Daniel S. Christian, data related items, digital learning, education, education technology, elearning, emerging technologies, future, game-changing environment, homeschooling/homeschoolers, human-computer interaction (HCI), IBM, ideas, innovation, instructional design, intelligent systems, intelligent tutoring, K-12 related, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, mathematics, microlearning, mobile learning, MOOCs -- Massive Open Online Courses, online learning, online tutoring, personalized/customized learning, platforms, smart/connected TV, student teaching/teacher education, student-related, teachers, teaching & learning, training / L&D, United States, vendors, youth, by Daniel Christian

IBM Foundation collaborates with AFT and education leaders to use Watson to help teachers — from finance.yahoo.com

Excerpt:

ARMONK, N.Y., Sept. 28, 2016 /PRNewswire/ — Teachers will have access to a new, first-of-its-kind, free tool using IBM’s innovative Watson cognitive technology that has been trained by teachers and designed to strengthen teachers’ instruction and improve student achievement, the IBM Foundation and the American Federation of Teachers announced today.

Hundreds of elementary school teachers across the United States are piloting Teacher Advisor with Watson – an innovative tool by the IBM Foundation that provides teachers with a complete, personalized online resource. Teacher Advisor enables teachers to deepen their knowledge of key math concepts, access high-quality vetted math lessons and acclaimed teaching strategies and gives teachers the unique ability to tailor those lessons to meet their individual classroom needs.
…
Litow said there are plans to make Teacher Advisor available to all elementary school teachers across the U.S. before the end of the year.

In this first phase, Teacher Advisor offers hundreds of high-quality vetted lesson plans, instructional resources, and teaching techniques, which are customized to meet the needs of individual teachers and the particular needs of their students.

Also see:

Educators can also access high-quality videos on teaching techniques to master key skills and bring a lesson or teaching strategy to life into their classroom.

From DSC:
Today’s announcement involved personalization and giving customized directions, and it caused my mind to go in a slightly different direction. (IBM, Google, Microsoft, Apple, Amazon, and others like Smart Sparrow are likely also thinking about this type of direction as well. Perhaps they’re already there…I’m not sure.)

But given the advancements in machine learning/cognitive computing (where example applications include optical character recognition (OCR) and computer vision), how much longer will it be before software is able to remotely or locally “see” what a third grader wrote down for a given math problem (via character and symbol recognition) and “see” what the student’s answer was while checking over the student’s work…if the answer was incorrect, the algorithms will likely know where the student went wrong. The software will be able to ascertain what the student did wrong and then show them how the problem should be solved (either via hints or by showing the entire problem to the student — per the teacher’s instructions/admin settings). Perhaps, via natural language processing, this process could be verbalized as well.

Further questions/thoughts/reflections then came to my mind:

Will we have bots that teachers can use to teach different subjects? (“Watson may even ask the teacher additional questions to refine its response, honing in on what the teacher needs to address certain challenges.)
Will we have bots that students can use to get the basics of a given subject/topic/equation?
Will instructional designers — and/or trainers in the corporate world — need to modify their skillsets to develop these types of bots?
Will teachers — as well as schools of education in universities and colleges — need to modify their toolboxes and their knowledgebases to take advantage of these sorts of developments?
How might the corporate world take advantage of these trends and technologies?
Will MOOCs begin to incorporate these sorts of technologies to aid in personalized learning?
What sorts of delivery mechanisms could be involved? Will we be tapping into learning-related bots from our living rooms or via our smartphones?

The Living [Class] Room -- by Daniel Christian -- July 2012 -- a second device used in conjunction with a Smart/Connected TV

Also see:

Next Target for IBM’s Watson? Third-Grade Math — from nytimes.com by Elizabeth Harris
.
IBM Watson will help educators improve teaching skills — from zdnet.com by Natalie Gagliordi
The IBM Foundation has teamed with teachers and the American Federation of Teachers union to create an AI-based lesson plan tool called Teacher Advisor.

Announcing “LinkedIn Learning” — a new, data-driven platform for developing skills

On 09/23/2016, in 21st century, 24x7x365 access, adult learning, analytics, career development, cloud-based computing / apps / other cloud-related, competency-based learning/education, corporate / business world, corporate universities / corporate training, data related items, digital learning, education technology, elearning, higher education, innovation, learner profiles, learning, learning ecosystem, lifelong learning, Microsoft, more voice more choice more control, multimedia, online learning, online media, organizational change, pace of change, passions, personalized/customized learning, platforms, reinvent, RSS, staying relevant, workplace, by Daniel Christian

LinkedIn announced several things yesterday (9/22/16). Below are some links to these announcements:

Introducing LinkedIn Learning, a Better Way to Develop Skills and Talent — from learning.linkedin.com

Excerpt (emphasis DSC):

Today, we are thrilled to announce the launch of LinkedIn Learning, an online learning platform enabling individuals and organizations to achieve their objectives and aspirations. Our goal is to help people discover and develop the skills they need through a personalized, data-driven learning experience.

LinkedIn Learning combines the industry-leading content from Lynda.com with LinkedIn’s professional data and network. With more than 450 million member profiles and billions of engagements, we have a unique view of how jobs, industries, organizations and skills evolve over time. From this, we can identify the skills you need and deliver expert-led courses to help you obtain those skills. We’re taking the guesswork out of learning.

The pressure on individuals and organizations to adapt to change has never been greater. The skills that got you to where you are today are not the skills to prepare you for tomorrow. In fact, the shelf-life of skills is less than five years, and many of today’s fastest growing job categories didn’t even exist five years ago.

To tackle these challenges, LinkedIn Learning is built on three core pillars:
…
Data-driven personalization: We get the right course in front of you at the right time. Using the intelligence that comes with our network, LinkedIn Learning creates personalized recommendations, so learners can efficiently discover which courses are most relevant to their goals or job function. Organizations can use LinkedIn insights to customize multi-course Learning Paths to meet their specific needs. We also provide robust analytics and reporting to help you measure learning effectiveness.

LinkedIn’s first big move since the $26.2 billion Microsoft acquisition is basically a ‘school’ for getting a better job — from finance.yahoo.com

Excerpt:

Today, LinkedIn has launched LinkedIn Learning — its first major product launch since the news last June that Microsoft would be snapping up the social network for $26.2 billion in a deal that has yet to close.

LinkedIn Learning takes the online skills training classes the company got in its 2015 acquisition of Lynda.com for $1.5 billion.

The idea, says LinkedIn CEO Jeff Weiner, is to help its 433 million-plus members get the skills they need to stay relevant in a world that’s increasingly reliant on digital skills.

LinkedIn’s New Learning Platform to Recommend Lynda Courses for Professionals — from edsurge.com by Marguerite McNeal

Excerpt:

Companies will also be able to create their own “learning paths”—bundles of courses around a particular topic—to train employees. A chief learning officer, for instance, might compile a package of courses in product management and ask 10 employees to complete the assignments over the course of a few months.
…
LinkedIn is also targeting higher-education institutions with the new offering. It is marketing the solution as a professional development tool that can help faculty learn how to use classroom tools such as Moodle, Adobe Captivate and learning management systems.

“Increasingly predictions of tech displacing workers are coming to fruition,” he added. “The idea that you can study a skill once and have a job for the rest of your life—those days are over.”

LinkedIn Learning for higher education

Accelerating LinkedIn’s Vision Through Innovation — from slideshare.net

LinkedIn adding new training features, news feeds and ‘bots’ — from finance.yahoo.com

Excerpt:

LinkedIn is also adding more personalized features to its news feed, where members can see articles and announcements posted by their professional contacts. A new “Interest Feed” will offer a collection of articles, posts and opinion pieces on major news events or current issues.

Using the word “resilience” w/ care; the increased price of college presents pressures many of us from a different generation didn’t have [Christian]

On 08/25/2016, in colleges, cost of getting a degree, dangers of the status quo, Daniel S. Christian, funding / grants, health, higher education, online learning, parents/guardians, personalized/customized learning, student-related, technology (general), United States, universities, by Daniel Christian

Two things happened today that got me to reflect on the word resilience:

An all-campus conference with faculty and staff, whereby one of the breakout sessions was about supporting emotional resilience in our students. It was led by the head of the campus’ counseling center. She gave some data on the increased use of the counseling center over the last 4 years. Evidently, this isn’t just happening at our campus, but all over the country.
.
Then I ran into the article below; some excerpts are listed below as well.

When I’m teaching a First Year Seminar course this fall, one of the topics deals with resilience. When I’m addressing it, I want to focus on the parts highlighted in green below, and stay clear of the caution noted in red below.

An additional thought on this is that today’s students are dealing with the high prices of obtaining a college degree. This means that many of them have to work to get through school. Otherwise, many of these students will come out of school with enormous debts — debts that don’t go away until they are paid up. I’m not saying that by them working the students can pay all of their expenses — that’s becoming highly unlikely these days. But it can reduce the amounts of their debts. These debts affects when students get married, when they can buy a home, when and how much they can save for retirement, and more. So the stresses are very real — and different from many of us from a different generation. We can’t just say they need to be more resilient as an entire generation.

No, the job for us working within higher ed needs to be to bring the price of obtaining a degree down. Not just “no more increases.” No. Bring the costs down!

We can’t expect to have an arms race in the facilities that we offer as well as in our sports programs (and though I was an athlete in college I still say this) and expect costs to go down. Technology looks to me to be our best chance of bringing costs down, while maintaining quality. I don’t have the time to expand on that perspective now, but the greater use of online learning as well as the increased use of emerging technologies that can deliver more personalized learning should help.

Struggling students are not ‘lacking resilience’ – they need more support — from theguardian.com by Gabbi Binnie

Some excerpts:

Students often see the word as a synonym for strength, and therefore feel that lacking resilience is a sign of weakness. A professor could be saying “be more resilient” and mean that a student shouldn’t take critical comments on their work personally. But what a student hears is something like, you aren’t strong enough, or you need to man-up, or you lack backbone.
…
Times have changed
Problems are often discussed with an “it was different back in my day” attitude. So if students are accessing university counselling services more, it’s because the entire student population is losing its resilience. If disability services are overstretched, the same reason is given. And when tutors are asked to provide pastoral support – historically always a part of the personal tutor role – they feel it’s because these “modern students” need extra help.

Students might be asking for help earlier and for problems that they once might have kept to themselves. But to dismiss an entire generation isn’t fair.

Students are coping with all sorts of factors that make their lives a challenge: the worry about tuition fee debt, an intensely competitive graduate jobs market and the pressure of social media. By recognising this, university staff can start to support their students to become more resilient.
…
Resilience is a great concept. Learning not to be discouraged by past failings and recognising shortcomings is an extremely useful skill. Students need to be equipped to spring back from tough situations, or times when they didn’t achieve perfection – this is vitally important in universities.

As support staff we need to enable students to learn the skills of resilience. We need to standardise what we mean by it. And we should never use the term when discussing mental health.

Ed Tech & AI: How Education Chatbots [could] Revolutionize Personalized Learning [Walker]

On 08/22/2016, in 21st century, adult learning, analytics, Artificial Intelligence/Agents/LLMs/and Related, colleges, community colleges, corporate / business world, corporate universities / corporate training, Daniel S. Christian, data related items, education, education technology, emerging technologies, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), hybrid learning, ideas, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, lifelong learning, love of learning, microlearning, more voice more choice more control, motivation, online tutoring, personalized/customized learning, platforms, professional development, smart/connected TV, student-related, teachers, teaching & learning, technologies for your home, training / L&D, ubiquitous learning, universities, virtual tutoring, workplace, youth, by Daniel Christian

Education Technology And Artificial Intelligence: How Education Chatbots [could] Revolutionize Personalized Learning — from parentherald.com by Kristine Walker

From DSC:
I inserted a [could] in the title, as I don’t think we’re there yet. That said, I don’t see chatbots, personal assistants, and the use of AI going away any time soon. This should be on our radars from here on out. Chatbots could easily be assigned some heavy lifting duties within K-20 education as well as in the corporate world; but even then, we’ll still need excellent teachers, professors, and trainers/subject matter experts out there. I don’t see anyone being replaced at this point.

Excerpt:

As the equity gap in American education continues, Microsoft co-founder Bill Gates has been urging educators, investors and tech companies to be more open in investing time and money in artificial intelligence-driven education technology programs. The reason? Gates believed that these AI-based EdTech platforms could personalize and revolutionize school learning experience while eliminating the equity gap.

Also see:

Are ‘Motivation Bots’ Part of the Future of Education? — from educationworld.com

The Motivation, Revision and Announcement bots each perform respective functions that are intended to help students master exams.

The Motivation bot, for instance, “keeps students motivated with reminders, social support, and other means,” while the Revision bot “helps students to best understand ways to improve their work” and the Announcement bot “tells students how much studying they need to do based on the amount of time available.”

Somewhat related:

Deep Learning Is Still A No-Show In Gartner 2016 Hype Cycle For Emerging Technologies — from .forbes.com by Gil Press

Excerpt:

Machine learning is best defined as the transition from feeding the computer with programs containing specific instructions in the forms of step-by-step rules or algorithms to feeding the computer with algorithms that can “learn” from data and can make inferences “on their own.” The computer is “trained” by data which is labeled or classified based on previous outcomes, and its software algorithms “learn” how to predict the classification of new data that is not labeled or classified. For example, after a period of training in which the computer is presented with spam and non-spam email messages, a good machine learning program will successfully identify, (i.e., predict,) which email message is spam and which is not without human intervention. In addition to spam filtering, machine learning has been applied successfully to problems such as hand-writing recognition, machine translation, fraud detection, and product recommendations.

The next battleground: The 4th Era of Personal Computing — from stevebrownfuturist.com by Steve Brown

Excerpt:

I believe we are moving into the fourth era of personal computing. The first era was characterized by the emergence of the PC. The second by the web and the browser, and the third by mobile and apps.

The fourth personal computing platform will be a combination of IOT, wearable and AR-based clients using speech and gesture, connected over 4G/5G networks to PA, CaaS and social networking platforms that draw upon a new class of cloud-based AI to deliver highly personalized access to information and services.

So what does the fourth era of personal computing look like? It’s a world of smart objects, smart spaces, voice control, augmented reality, and artificial intelligence.

An ambitious look at how blockchain can reshape financial services; also, could blockchain & tvOS-based apps be a piece of our future learning ecosystems?

On 08/15/2016, in 21st century, 24x7x365 access, A/V -- audio/visual, accreditation, Blockchain, business, corporate / business world, Daniel S. Christian, education technology, emerging technologies, future, future of higher education, game-changing environment, global / globalization, higher education, ideas, innovation, learning, learning ecosystem, Learning from the Living [Class] Room, lifelong learning, new business models, online learning, online media, personalized/customized learning, platforms, smart/connected TV, society, trends, vendors, workplace, by Daniel Christian

The future of financial infrastructure: An ambitious look at how blockchain can reshape financial services — from weforum.org

Key findings include:

Distributed ledger technology (blockchain) has the potential to drive simplicity and efficiency by establishing new financial services infrastructure and processes
Distributed ledger technology will form the foundation of next generation financial services infrastructure in conjunction with other existing and emerging technologies
Similar to technological advances in the past, new financial services infrastructure will transform and question traditional orthodoxies in today’s business models
The most impactful distributed ledger technology applications will require deep collaboration between incumbents, innovators, and regulators, adding complexity and delaying implementation

The report is centered on use cases, considering how distributed ledger technology could benefit each scenario. How will blockchain transform the future of financial services?

Ernst & Young’s report anticipates blockchain to reach critical mass in 3-5 years — from coinspeaker.com by Tatsiana Yablonskaya
Ernst and Young explains that financial industry is far from being the only one that can benefit from the blockchain technology.

Excerpt (emphasis DSC):

Ernst & Young, leading consulting firm, one of the “Big Four” audit firms and the third largest professional services firm in the world, has made some predictions about the future of the blockchain technology and its significance in various industry sectors in the recent report.

The attention of multiple financial companies has been focused on the blockchain lately. This unique technology is well adaptable to the increasing requirements of secure bookkeeping and automation in various industries.

The EY report predicts that blockchain will reach critical mass in financial services in 3-5 years, with other industries following quickly. “One reason the blockchain reaction is racing toward critical mass faster than previous disruptive technologies is that it is arriving in the midst of the digital transformation already sweeping through most sectors of the global economy. Consequently, despite the obstacles still to be overcome, businesspeople and governments are preconditioned to recognize blockchain’s potential. Tech companies have already established much of the digital infrastructure required to realize blockchain business visions.”

From DSC:
Applying this technology towards the world of learning…

I wonder how blockchain might impact credentialing for lifelong learning, and will it be integrated into services available via tvOS-based applications? This type of cloud-based offering/service could likely be a piece of our future learning ecosystems. Innovative, forward-thinking institutions should put this on their radar now, and start working on such efforts.

Imagination in the Augmented-Reality Age — from theatlantic.com by Georgia Perry
Pokémon Go may have reached the zenith of its popularity, but the game has far-reaching implications for the future of play.

Excerpt:

For young people today, however, it’s a different story. “They hardly play. If they do play it’s some TV script. Very prescribed,” Levin said. “Even if they have friends over, it’s often playing video games.”

That was before Pokémon Go, though.

The augmented-reality (AR) game that—since its release on July 6, attracted 21 million users and became one of the most successful mobile apps ever—has been praised for promoting exercise, facilitating social interactions, sparking new interest in local landmarks, and more. Education writers and experts have weighed in on its implications for teaching kids everything from social skills to geography to the point that such coverage has become cliché. And while it seems clear at this point that the game is a fad that has peaked—it’s been losing active players for over a week—one of the game’s biggest triumphs has, arguably, been the hope it’s generated about the future of play. While electronic games have traditionally caused kids to retreat to couches, here is one that did precisely the opposite.

What Pokémon Go is, however, is one of the first iterations of what will undeniably be many more AR games. If done right, some say the technology Go introduced to the world could bring back the kind of outdoor, creative, and social forms of play that used to be the mainstay of childhood. Augmented reality, it stands to reason, could revitalize the role of imagination in kids’ learning and development.

Campus Technology 2016: Revolution is in the air — from edtechmagazine.com by Amy Burroughs
Georgia Tech educator and author forecasts that technology may be the answer to higher education’s ‘triple threat.’

Excerpts:

In his keynote address at Campus Technology 2016, educator and author Richard DeMillo predicted that technology will be the key to resolving the toughest challenges facing higher education. In his speech, “A Revolution in Higher Education: Tales from Unlikely Allies,” DeMillo said that this revolution may be quiet, but it is happening, as more educators and leaders embrace innovation.
…
One problem, he said, is that the model of education that has dominated until now — small classrooms built around lecture-based pedagogy — is too expensive to be sustainable. Technology, however, now makes it possible to deliver education that is equally effective, yet less costly and less exclusionary (think MOOCs, online learning and emerging capabilities such as artificial intelligence). All this prompts a revolutionary rethinking of time-tested assumptions, he said.

What persists, he said, is his belief that higher education, for all its greatness, is not immune from the influence of politics, business, sociology and the economy.

Take a step inside the classroom of tomorrow [Fearn]

On 08/01/2016, in 21st century, 24x7x365 access, A/V -- audio/visual, Artificial Intelligence/Agents/LLMs/and Related, attention, bots, change, collaboration, communications, digital learning, education, education technology, educational games / serious games, emerging technologies, engagement / engaging students, history, human-computer interaction (HCI), immersion, innovation, intelligent systems, intelligent tutoring, interactivity, IT in HE, K-12 related, learning ecosystem, learning hubs & pods & microschooling, learning spaces, love of learning, Microsoft, personalized/customized learning, platforms, play, UK, United States, user experience (UX), Virtual Reality (VR) / worlds / learning, by Daniel Christian

Take a step inside the classroom of tomorrow — from techradar.com by Nicholas Fearn
Making learning fun

Excerpt:

But the classroom of tomorrow will look very different. The latest advancements in technology and innovation are paving the way for an educational space that’s interactive, engaging and fun.

The conventions of learning are changing. It’s becoming normal for youngsters to use games like Minecraft to develop skills such as team working and problem solving, and for teachers to turn to artificial intelligence to get a better understanding of how their pupils are progressing in lessons.

Virtual reality is also introducing new possibilities in the classroom. Gone are the days of imagining what an Ancient Egyptian tomb might look like – now you can just strap on a headset and transport yourself there in a heartbeat.

The potential for using VR to teach history, geography and other subjects is incredible when you really think about it – and it’s not the only tech that’s going to shake things up.
…

Artificial intelligence is already doing groundbreaking things in areas like robotics, computer science, neuroscience and linguistics, but now they’re now entering the world of education too.

London-based edtech firm Digital Assess has been working on an AI app that has the potential to revolutionise the way youngsters learn.

With the backing of the UK Government, the company has been trialing its web-based application Formative Assess in schools in England.

Using semantic indexing and natural language processing in a similar way to social networking sites, an on-screen avatar – which can be a rubber duck or robot – quizzes students on their knowledge and provides them with individual feedback on their work.

Uploaded on Jul 21, 2016

Description:
A new wave of compute technology -fueled by; big data analytics, the internet of things, augmented reality and so on- will change the way we live and work to be more immersive and natural with technology in the role as partner.

Also see:

The classroom of the future: Assisted by robots? — from futureready.dell.com by Ed Boyd, Vice President, Dell Experience Design Group

Excerpt:

We haven’t even scratched the surface of the things technology can do to further human progress. Education is the next major frontier. We already have PC- and smartphone-enabled students, as well as tech-enabled classrooms, but the real breakthrough will be in personalized learning.

Every educator divides his or her time between teaching and interacting. In lectures they have to choose between teaching to the smartest kid in the class or the weakest. Efficiency (and reality) dictates that they must teach to the theoretical median, meaning some students will be bored and some will still struggle. What if a digital assistant could step in to personalize the learning experience for each student, accelerating the curriculum for the advanced students and providing greater extra support for those that need more help? The digital assistant could “sense” and “learn” that Student #1 has already mastered a particular subject and “assign” more advanced materials. And it could provide additional work to Student #2 to ensure that he or she was ready for the next subject. Self-paced learning to supplant and support classroom learning…that’s the next big advancement.

What are the learning-related implications/applications of chatbots?

On 07/25/2016, in 21st century, 24x7x365 access, bots, communities of practice, corporate / business world, corporate universities / corporate training, Daniel S. Christian, education, education technology, emerging technologies, Facebook / Meta Platforms, heutagogy, higher education, human-computer interaction (HCI), ideas, innovation, intelligent tutoring, internet, K-12 related, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, lifelong learning, personalized/customized learning, platforms, student-related, technologies for your home, training / L&D, Virtual Reality (VR) / worlds / learning, workplace, by Daniel Christian

From DSC:
After seeing the items below, I couldn’t help but wonder…what are the learning-related implications/applications of chatbots?

For K-12
For higher ed?
For corporate training/L&D?

Nat Geo Kids’ T-Rex chatbot aims to ‘get into the mindset of readers’ — from digiday.com by Lucinda Southern

Excerpt (emphasis DSC):

It seems even extinction doesn’t stop you from being on Facebook Messenger.

National Geographic Kids is the latest publisher to try out chatbots on the platform. Tina the T-Rex, naturally, is using Messenger to teach kids about dinosaurs over the summer break, despite a critical lack of opposable thumbs.
…
Despite being 65 million years old, Tina is pretty limited in her bot capabilities; she can answer from a pre-programmed script, devised by tech company Rehab Studio and tweaked by Chandler, on things like dinosaur diet and way of life.

Also see:

Holographic storytelling — from jwtintelligence.com by Jade Perry

Excerpt (emphasis DSC):

The stories of Holocaust survivors are brought to life with the help of interactive 3D technologies.

‘New Dimensions in Testimony’ is a new way of preserving history for future generations. The project brings to life the stories of Holocaust survivors with 3D video, revealing raw first-hand accounts that are more interactive than learning through a history book.

Holocaust survivor Pinchas Gutter, the first subject of the project, was filmed answering over 1000 questions, generating approximately 25 hours of footage. By incorporating natural language processing from Conscience Display, viewers were able to ask Gutter’s holographic image questions that triggered relevant responses.

Learning Ecosystems

An ambitious look at how blockchain can reshape financial services; also, could blockchain & tvOS-based apps be a piece of our future learning ecosystems?

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