The case for a next generation learning platform [Grush & Christian]

 

The case for a next generation learning platform — from campustechnology.com by Mary Grush & Daniel Christian

Excerpt (emphasis DSC):

Grush: Then what are some of the implications you could draw from metrics like that one?

Christian: As we consider all the investment in those emerging technologies, the question many are beginning to ask is, “How will these technologies impact jobs and the makeup of our workforce in the future?”

While there are many thoughts and questions regarding the cumulative impact these technologies will have on our future workforce (e.g., “How many jobs will be displaced?”), the consensus seems to be that there will be massive change.

Whether our jobs are completely displaced or if we will be working alongside robots, chatbots, workbots, or some other forms of AI-backed personal assistants, all of us will need to become lifelong learners — to be constantly reinventing ourselves. This assertion is also made in the aforementioned study from McKinsey: “AI promises benefits, but also poses urgent challenges that cut across firms, developers, government, and workers. The workforce needs to be re-skilled to exploit AI rather than compete with it…”

 

 

A side note from DSC:
I began working on this vision prior to 2010…but I didn’t officially document it until 2012.

 

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

 

Learning from the Living [Class] Room:

A global, powerful, next generation learning platform

 

What does the vision entail?

  • A new, global, collaborative learning platform that offers more choice, more control to learners of all ages – 24×7 – and could become the organization that futurist Thomas Frey discusses here with Business Insider:

“I’ve been predicting that by 2030 the largest company on the internet is going to be an education-based company that we haven’t heard of yet,” Frey, the senior futurist at the DaVinci Institute think tank, tells Business Insider.

  • A learner-centered platform that is enabled by – and reliant upon – human beings but is backed up by a powerful suite of technologies that work together in order to help people reinvent themselves quickly, conveniently, and extremely cost-effectively
  • A customizable learning environment that will offer up-to-date streams of regularly curated content (i.e., microlearning) as well as engaging learning experiences
  • Along these lines, a lifelong learner can opt to receive an RSS feed on a particular topic until they master that concept; periodic quizzes (i.e., spaced repetition) determines that mastery. Once mastered, the system will ask the learner whether they still want to receive that particular stream of content or not.
  • A Netflix-like interface to peruse and select plugins to extend the functionality of the core product
  • An AI-backed system of analyzing employment trends and opportunities will highlight those courses and streams of content that will help someone obtain the most in-demand skills
  • A system that tracks learning and, via Blockchain-based technologies, feeds all completed learning modules/courses into learners’ web-based learner profiles
  • A learning platform that provides customized, personalized recommendation lists – based upon the learner’s goals
  • A platform that delivers customized, personalized learning within a self-directed course (meant for those content creators who want to deliver more sophisticated courses/modules while moving people through the relevant Zones of Proximal Development)
  • Notifications and/or inspirational quotes will be available upon request to help provide motivation, encouragement, and accountability – helping learners establish habits of continual, lifelong-based learning
  • (Potentially) An online-based marketplace, matching learners with teachers, professors, and other such Subject Matter Experts (SMEs)
  • (Potentially) Direct access to popular job search sites
  • (Potentially) Direct access to resources that describe what other companies do/provide and descriptions of any particular company’s culture (as described by current and former employees and freelancers)
  • (Potentially) Integration with one-on-one tutoring services

Further details here >>

 

 

 



Addendum from DSC (regarding the resource mentioned below):
Note the voice recognition/control mechanisms on Westinghouse’s new product — also note the integration of Amazon’s Alexa into a “TV.”



 

Westinghouse’s Alexa-equipped Fire TV Edition smart TVs are now available — from theverge.com by Chaim Gartenberg

 

The key selling point, of course, is the built-in Amazon Fire TV, which is controlled with the bundled Voice Remote and features Amazon’s Alexa assistant.

 

 

 

Finally…also see:

  • NASA unveils a skill for Amazon’s Alexa that lets you ask questions about Mars — from geekwire.com by Kevin Lisota
  • Holographic storytelling — from jwtintelligence.com
    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 the USC Institute for Creative Technologies (ICT), people are able to ask Gutter’s projected image questions that trigger relevant responses.

 

 

 

 

What a future, powerful, global learning platform will look & act like [Christian]


Learning from the Living [Class] Room:
A vision for a global, powerful, next generation learning platform

By Daniel Christian

NOTE: Having recently lost my Senior Instructional Designer position due to a staff reduction program, I am looking to help build such a platform as this. So if you are working on such a platform or know of someone who is, please let me know: danielchristian55@gmail.com.

I want to help people reinvent themselves quickly, efficiently, and cost-effectively — while providing more choice, more control to lifelong learners. This will become critically important as artificial intelligence, robotics, algorithms, and automation continue to impact the workplace.


 

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

 

Learning from the Living [Class] Room:
A global, powerful, next generation learning platform

 

What does the vision entail?

  • A new, global, collaborative learning platform that offers more choice, more control to learners of all ages – 24×7 – and could become the organization that futurist Thomas Frey discusses here with Business Insider:

“I’ve been predicting that by 2030 the largest company on the internet is going to be an education-based company that we haven’t heard of yet,” Frey, the senior futurist at the DaVinci Institute think tank, tells Business Insider.

  • A learner-centered platform that is enabled by – and reliant upon – human beings but is backed up by a powerful suite of technologies that work together in order to help people reinvent themselves quickly, conveniently, and extremely cost-effectively
  • An AI-backed system of analyzing employment trends and opportunities will highlight those courses and “streams of content” that will help someone obtain the most in-demand skills
  • A system that tracks learning and, via Blockchain-based technologies, feeds all completed learning modules/courses into learners’ web-based learner profiles
  • A learning platform that provides customized, personalized recommendation lists – based upon the learner’s goals
  • A platform that delivers customized, personalized learning within a self-directed course (meant for those content creators who want to deliver more sophisticated courses/modules while moving people through the relevant Zones of Proximal Development)
  • Notifications and/or inspirational quotes will be available upon request to help provide motivation, encouragement, and accountability – helping learners establish habits of continual, lifelong-based learning
  • (Potentially) An online-based marketplace, matching learners with teachers, professors, and other such Subject Matter Experts (SMEs)
  • (Potentially) Direct access to popular job search sites
  • (Potentially) Direct access to resources that describe what other companies do/provide and descriptions of any particular company’s culture (as described by current and former employees and freelancers)

Further details:
While basic courses will be accessible via mobile devices, the optimal learning experience will leverage two or more displays/devices. So while smaller smartphones, laptops, and/or desktop workstations will be used to communicate synchronously or asynchronously with other learners, the larger displays will deliver an excellent learning environment for times when there is:

  • A Subject Matter Expert (SME) giving a talk or making a presentation on any given topic
  • A need to display multiple things going on at once, such as:
  • The SME(s)
  • An application or multiple applications that the SME(s) are using
  • Content/resources that learners are submitting in real-time (think Bluescape, T1V, Prysm, other)
  • The ability to annotate on top of the application(s) and point to things w/in the app(s)
  • Media being used to support the presentation such as pictures, graphics, graphs, videos, simulations, animations, audio, links to other resources, GPS coordinates for an app such as Google Earth, other
  • Other attendees (think Google Hangouts, Skype, Polycom, or other videoconferencing tools)
  • An (optional) representation of the Personal Assistant (such as today’s Alexa, Siri, M, Google Assistant, etc.) that’s being employed via the use of Artificial Intelligence (AI)

This new learning platform will also feature:

  • Voice-based commands to drive the system (via Natural Language Processing (NLP))
  • Language translation (using techs similar to what’s being used in Translate One2One, an earpiece powered by IBM Watson)
  • Speech-to-text capabilities for use w/ chatbots, messaging, inserting discussion board postings
  • Text-to-speech capabilities as an assistive technology and also for everyone to be able to be mobile while listening to what’s been typed
  • Chatbots
    • For learning how to use the system
    • For asking questions of – and addressing any issues with – the organization owning the system (credentials, payments, obtaining technical support, etc.)
    • For asking questions within a course
  • As many profiles as needed per household
  • (Optional) Machine-to-machine-based communications to automatically launch the correct profile when the system is initiated (from one’s smartphone, laptop, workstation, and/or tablet to a receiver for the system)
  • (Optional) Voice recognition to efficiently launch the desired profile
  • (Optional) Facial recognition to efficiently launch the desired profile
  • (Optional) Upon system launch, to immediately return to where the learner previously left off
  • The capability of the webcam to recognize objects and bring up relevant resources for that object
  • A built in RSS feed aggregator – or a similar technology – to enable learners to tap into the relevant “streams of content” that are constantly flowing by them
  • Social media dashboards/portals – providing quick access to multiple sources of content and whereby learners can contribute their own “streams of content”

In the future, new forms of Human Computer Interaction (HCI) such as Augmented Reality (AR), Virtual Reality (VR), and Mixed Reality (MR) will be integrated into this new learning environment – providing entirely new means of collaborating with one another.

Likely players:

  • Amazon – personal assistance via Alexa
  • Apple – personal assistance via Siri
  • Google – personal assistance via Google Assistant; language translation
  • Facebook — personal assistance via M
  • Microsoft – personal assistance via Cortana; language translation
  • IBM Watson – cognitive computing; language translation
  • Polycom – videoconferencing
  • Blackboard – videoconferencing, application sharing, chat, interactive whiteboard
  • T1V, Prsym, and/or Bluescape – submitting content to a digital canvas/workspace
  • Samsung, Sharp, LCD, and others – for large displays with integrated microphones, speakers, webcams, etc.
  • Feedly – RSS aggregator
  • _________ – for providing backchannels
  • _________ – for tools to create videocasts and interactive videos
  • _________ – for blogs, wikis, podcasts, journals
  • _________ – for quizzes/assessments
  • _________ – for discussion boards/forums
  • _________ – for creating AR, MR, and/or VR-based content

 

 

The Classroom of Tomorrow: A Panel Discussion — sponsored by Kaltura

Description:
Technology is changing the way we approach education, rapidly. But what will tomorrow’s classroom actually look like? We’ve invited some leading experts for a spirited debate about what the future holds for educational institutions. From personalization to predictive analytics to portable digital identities, we’ll explore the biggest changes coming. We’ll see how new technologies might interact with changing demographics, business models, drop out rates, and more.

Panelists:

  • David Nirenberg – Dean of the Division of the Social Sciences, University of Chicago
  • Rick Kamal – Chief Technology Officer, Harvard Business School, HBX
  • Gordon Freedman – President, National Laboratory for Education Transformation
  • Michael Markowitz – Entrepreneur and Investor, Education
  • Dr Michal Tsur – Co-founder and President, Kaltura

 

Also see:

  • Roadmap to the Future — by Dr Michal Tsur – Co-founder and President, Kaltura
    What are some of the leading trends emerging from the educational technology space? Michal Tsur takes you on a quick tour of big trends you should be aware of. Then, get a glimpse of Kaltura’s own roadmap for lecture capture and more.

 

 

Regarding the above items, some thoughts from DSC:
Kaltura did a nice job of placing the focus on a discussion about the future of the classroom as well as on some trends to be aware of, and not necessarily on their own company (this was especially the case in regards to the panel discussion). They did mention some things about their newest effort, Kaltura Lecture Capture, but this was kept to a very reasonable amount.

 

 

The 2017 Dean’s List: EdTech’s 50 Must-Read Higher Ed Blogs [Meghan Bogardus Cortez at edtechmagazine.com]

 

The 2017 Dean’s List: EdTech’s 50 Must-Read Higher Ed Blogs — from edtechmagazine.com by Meghan Bogardus Cortez
These administrative all-stars, IT gurus, teachers and community experts understand how the latest technology is changing the nature of education.

Excerpt:

With summer break almost here, we’ve got an idea for how you can use some of your spare time. Take a look at the Dean’s List, our compilation of the must-read blogs that seek to make sense of higher education in today’s digital world.

Follow these education trailblazers for not-to-be-missed analyses of the trends, challenges and opportunities that technology can provide.

If you’d like to check out the Must-Read IT blogs from previous years, view our lists from 2016, 2015, 2014 and 2013.

 

 



From DSC:
I would like to thank Tara Buck, Meghan Bogardus Cortez, D. Frank Smith, Meg Conlan, and Jimmy Daly and the rest of the staff at EdTech Magazine for their support of this Learning Ecosystems blog through the years — I really appreciate it. 

Thanks all for your encouragement through the years!



 

 

 

 

From DSC:
First of all, let me say again that I’m not suggesting that we replace professors with artificial intelligence, algorithms, and such.

However, given a variety of trends, we need to greatly lower the price of obtaining a degree and these types of technologies will help us do just that — while at the same time significantly increasing the productivity of each professor and/or team of specialists offering an online-based course (something institutions of higher education are currently attempting to do…big time). Not only will these types of technologies find their place in the higher education landscape, I predict that they will usher in a “New Amazon.com of Higher Education” — a new organization that will cause major disruption for traditional institutions of higher education. AI-powered MOOCs will find their place on the higher ed landscape; just how big they become remains to be seen, but this area of the landscape should be on our radars from here on out.

This type of development again points the need for team-based
approaches; s
uch approaches will likely dominate the future.

 

 


 

California State University East Bay partners with Cognii to offer artificial intelligence powered online learning — from prnewswire.com
Cognii’s Virtual Learning Assistant technology will provide intelligent tutoring and assessments to students in a chatbot-style conversation

Excerpt:

HAYWARD, Calif., April 14, 2017 /PRNewswire/ — Cal State East Bay, a top-tier public university, and Cognii Inc., a leading provider of artificial intelligence-based educational technologies, today announced a partnership. Cognii will work with Cal State East Bay to develop a new learning and assessment experience, powered by Cognii’s Virtual Learning Assistant technology.

Winner of the 2016 EdTech Innovation of the Year Award from Mass Technology Leadership Council for its unique use of conversational AI and Natural Language Processing technologies in education, Cognii VLA provides automatic grading to students’ open-response answers along with qualitative feedback that guides them towards conceptual mastery. Compared to the multiple choice tests, open-response questions are considered pedagogically superior for measuring students’ critical thinking and problem solving skills, essential for 21st century jobs.

Students at Cal State East Bay will use the Cognii-powered interactive tutorials starting in summer as part of the online transfer orientation course. The interactive questions and tutorials will be developed collaboratively by Cognii team and the eLearning specialists from the university’s office of the Online Campus. Students will interact with the questions in a chatbot-style natural language conversation during the formative assessment stage. As students practice the tutorials, Cognii will generate rich learning analytics and proficiency measurements for the course leaders.

 

 

 

 

From DSC:
The following article reminded me of a vision that I’ve had for the last few years…

  • How to Build a Production Studio for Online Courses — from campustechnology.com by Dian Schaffhauser
    At the College of Business at the University of Illinois, video operations don’t come in one size. Here’s how the institution is handling studio setup for MOOCs, online courses, guest speakers and more.

Though I’m a huge fan of online learning, why only build a production studio that’s meant to support online courses only? Let’s take it a step further and design a space that can address the content development for online learning as well as for blended learning — which can include the flipped classroom type of approach.

To do so, colleges and universities need to build something akin to what the National University of Singapore has done. I would like to see institutions create large enough facilities in order to house multiple types of recording studios in each one of them. Each facility would feature:

  • One room that has a lightboard and a mobile whiteboard in it — let the faculty member choose which surface that they want to use

 

 

 

 

 

 

 

  • A recording booth with a nice, powerful, large iMac that has ScreenFlow on it. The booth would also include a nice, professional microphone, a pop filter, sound absorbing acoustical panels, and more. Blackboard Collaborate could be used here as well…especially with the Application Sharing feature turned on and/or just showing one’s PowerPoint slides — with or without the video of the faculty member…whatever they prefer.

 

 

 

 

  • Another recording booth with a PC and Adobe Captivate, Camtasia Studio, Screencast-O-Matic, or similar tools. The booth would also include a nice, professional microphone, a pop filter, sound absorbing acoustical panels, and more. Blackboard Collaborate could be used here as well…especially with the Application Sharing feature turned on and/or just showing one’s PowerPoint slides — with or without the video of the faculty member…whatever they prefer.

 

 

 

 

  • Another recording booth with an iPad tablet and apps loaded on it such as Explain Everything:

 

 

  • A large recording studio that is similar to what’s described in the article — a room that incorporates a full-width green screen, with video monitors, a tablet, a podium, several cameras, high-end mics and more.  Or, if the budget allows for it, a really high end broadcasting/recording studio like what Harvard Business school is using:

 

 

 

 

 


 

A piece of this facility could look and act like the Sound Lab at the Museum of Pop Culture (MoPOP)

 

 

 


 

 

 

5 Online Education Trends to Watch in 2017 — from usnews.com by Jordan Friedman
Experts predict more online programs will offer alternative credentials and degrees in specialized fields.

Excerpts:

  1. Greater emphasis on nontraditional credentials
  2. Increased use of big data to measure student performance
  3. Greater incorporation of artificial intelligence into classes
  4. Growth of nonprofit online programs
  5. Online degrees in surprising and specialized disciplines

 

 

The Future of Online Learning Is Offline: What Strava Can Teach Digital Course Designers — from edsurge.com by Amy Ahearn

Excerpt:

I became a Strava user in 2013, around the same time I became an online course designer. Quickly I found that even as I logged runs on Strava daily, I struggled to find the time to log into platforms like Coursera, Udemy or Udacity to finish courses produced by my fellow instructional designers. What was happening? Why was the fitness app so “sticky” as opposed to the online learning platforms?

As a thought experiment, I tried to recast my Strava experience in pedagogical terms. I realized that I was recording hours of deliberate practice (my early morning runs), formative assessments (the occasional speed workout on the track) and even a few summative assessments (races) on the app. Strava was motivating my consistent use by overlaying a digital grid on my existing offline activities. It let me reconnect with college teammates who could keep me motivated. It enabled me to analyze the results of my efforts and compare them to others. I didn’t have to be trapped behind a computer to benefit from this form of digital engagement—yet it was giving me personalized feedback and results. How could we apply the same practices to learning?

I’ve come to believe that one of the biggest misunderstandings about online learning is that it has to be limited to things that can be done in front of a computer screen. Instead, we need to reimagine online courses as something that can enable the interplay between offline activities and digital augmentation.

A few companies are heading that way. Edthena enables teachers to record videos of themselves teaching and then upload these to the platform to get feedback from mentors.

 

 

DIY’s JAM online courses let kids complete hands-on activities like drawing or building with LEGOs and then has them upload pictures of their work to earn badges and share their projects.

 

 

My team at +Acumen has built online courses that let teams complete projects together offline and then upload their prototypes to the NovoEd platform to receive feedback from peers. University campuses are integrating Kaltura into their LMS platforms to enable students to capture and upload videos.

 

 

We need to focus less on building multiple choice quizzes or slick lecture videos and more on finding ways to robustly capture evidence of offline learning that can be validated and critiqued at scale by peers and experts online.

 

 

 

 

 

 

55% of faculty are flipping the classroom — from campustechnology.com by Dian Schaffhauser, Rhea Kelly
Our first-ever Teaching with Technology survey gauged educators’ use of the flipped classroom model, blended/online teaching environments and more.

Excerpt:

The majority of higher education faculty today are flipping their courses or plan to in the near future, according to Campus Technology‘s 2016 Teaching with Technology survey. The survey polled faculty members across the country about their use of technology for teaching and learning, their wish lists and gripes, their view of what the future holds and more.

 

 

From DSC:
Speaking of flipping the classroom…I’ve listed some ideas below for a recording studio for your college or university — with the idea to provide more choice, more control to faculty members who want to record their lectures.

A small recording booth with a Mac in it that has ScreenFlow loaded on it; alternatively, you could use a PC with a desktop recording app such as Adobe Captivate, Camtasia Studio, Jing, or something similar.

screenflow

 

A larger recording room that has a LightBoard (NU) or Learning Glass (SDSU) in it:

Image result for lightboard

 

A larger recording booth that simply has some whiteboards and/or some easels with paper on them

 

 

A Microsoft Surface Hub, or a SMART Board Interactive Display, or perhaps an Epson BrightLink, or something similar for writing and capturing annotations, images, graphics, etc.

 

mssurfacehub

 

…and likely other booths with other options that faculty can walk in and use. Again, the idea is to let the faculty members choose what’s most comfortable/convenient for them. 

 

 

MoreChoiceMoreControl-DSC

 

From DSC:
Though the title of Ashley Coolman’s blog posting out at smartsparrow.com mentions technology in it, the article is largely not about technology at all — but rather about the benefits of active learning. That’s why I’m highlighting it here.


 

Enabling active learning through technology — from smartsparrow.com by Ashley Coolman

Excerpts:

To many, it seems as though any learning can be considered active. Is a student taking notes not actively engaged in a class, especially when compared to their peers sleeping or playing on their phones in the back of the room?

The problem here is that while the note-taking student may be engaging with the class and professor, they are not engaging with the material. When furiously scribbling notes, students are more focused on getting every word down rather than evaluating, understanding, and analyzing what it is they are writing. They have engaged with the lecture, but not the material being relayed — which is the most important part.

In a study on active learning called “Active Learning: Creating Excitement in the Classroom”, the researchers stated:

“Surprisingly, educators’ use of the term “active learning” has relied more on intuitive understanding than a common definition. Consequently, many faculty assert that all learning is inherently active and that students are therefore actively involved while listening to formal presentations in the classroom. Analysis of the research literature (Chickering and Camson 1987), however, suggests that students must do more than just listen: They must read, write, discuss, or be engaged in solving problems. Most important, to be actively involved, students must engage in such higher-order thinking tasks as analysis, synthesis, and evaluation.” (Bonwell and Eison 1991)

It is the degree and form by which students are actively engaging that matters. It is “learning by doing” that students really need.

 

Active learning is any learning activity in which the student INTERACTS or ENGAGES with the material, as opposed to passively taking in the information.

 

Furthermore, Cornell University found that research suggests learner attention starts to wane every 10–20 minutes during lectures. Incorporating active learning techniques a few times throughout class can encourage more engagement.*

*A side note from DSC:
A tool like
Socrative may come in useful here.

 

The blog posting from Smart Sparrow also linked to this resource:

Cornell-ActiveLearning-July2016

 

The problem is that lecture-based learning is not like filling a jug — you just don’t catch it all. Learning from lectures is more like holding out your hands and trying to keep the imparted knowledge from spilling through the cracks in this tidal wave of new information. Ultimately, students will catch some of the water, but most of it will be lost.

 

A side note from DSC to Calvin College faculty members:
If you doubt the immediately preceding quote, see if you can *fully* recall exactly what last Sunday’s sermon was about — including all examples, details, and wisdom that the preacher was trying to relay.

Ultimately, it’s about impact. What strongly impacts students stays with students — and isn’t that true for all of us?

 


 

Ashley lists the following resources re: active learning at the end of her posting:

  1. Using Active Learning Instructional Strategies to Create Excitement and Enhance Learning
  2. Active Learning: Creating Excitement in the Classroom
  3. Where’s the evidence that active learning works?
  4. How Does Active Learning Support Student Success?
  5. How To Retain 90% Of Everything You Learn

 


 

 

Specialists central to high-quality, engaging online programming [Christian]

DanielChristian-TheEvoLLLution-TeamsSpecialists-6-20-16

 

Specialists central to high-quality, engaging online programming — from EvoLLLution.com (where the LLL stands for lifelong learning) by Daniel Christian

Excerpts:

Creating high-quality online courses is getting increasingly complex—requiring an ever-growing set of skills. Faculty members can’t do it all, nor can instructional designers, nor can anyone else.  As time goes by, new entrants and alternatives to traditional institutions of higher education will likely continue to appear on the higher education landscape—the ability to compete will be key.

For example, will there be a need for the following team members in your not-too-distant future?

  • Human Computer Interaction (HCI) Specialists: those with knowledge of how to leverage Virtual Reality (VR), Augmented Reality (AR), and Mixed Reality (MR) in order to create fun and engaging learning experiences (while still meeting the learning objectives)
  • Data Scientists
  • Artificial Intelligence Integrators
  • Cognitive Computing Specialists
  • Intelligent Tutoring Developers
  • Learning Agent Developers
  • Algorithm Developers
  • Personalized Learning Specialists
  • Cloud-based Learner Profile Administrators
  • Transmedia Designers
  • Social Learning Experts

 
© 2016 Learning Ecosystems