languages and translation

“59 impressive things artificial intelligence can do today” + 7 other items re: artificial intelligence, machine learning, & deep learning

On 03/27/2017, in 21st century, Amazon, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, Asia, bots, computer science, data related items, emerging technologies, ethics, future, game-changing environment, global / globalization, health, human-computer interaction (HCI), IBM, ideas, innovation, intelligent systems, internet, languages and translation, learning spaces, morals/values, Natural Language Processing (NLP), platforms, programming, robotics, smart classrooms, society, universities, vendors, voice recognition / voice enabled interfaces, web-based collaboration, by Daniel Christian

59 impressive things artificial intelligence can do today — from businessinsider.com by Ed Newton-Rex

Excerpt:

But what can AI do today? How close are we to that all-powerful machine intelligence? I wanted to know, but couldn’t find a list of AI’s achievements to date. So I decided to write one. What follows is an attempt at that list. It’s not comprehensive, but it contains links to some of the most impressive feats of machine intelligence around. Here’s what AI can do…

Recorded Saturday, February 25th, 2017 and published on Mar 16, 2017

Description:
Will progress in Artificial Intelligence provide humanity with a boost of unprecedented strength to realize a better future, or could it present a threat to the very basis of human civilization? The future of artificial intelligence is up for debate, and the Origins Project is bringing together a distinguished panel of experts, intellectuals and public figures to discuss who’s in control. Eric Horvitz, Jaan Tallinn, Kathleen Fisher and Subbarao Kambhampati join Origins Project director Lawrence Krauss.

Description:
Elon Musk, Stuart Russell, Ray Kurzweil, Demis Hassabis, Sam Harris, Nick Bostrom, David Chalmers, Bart Selman, and Jaan Tallinn discuss with Max Tegmark (moderator) what likely outcomes might be if we succeed in building human-level AGI, and also what we would like to happen. The Beneficial AI 2017 Conference: In our sequel to the 2015 Puerto Rico AI conference, we brought together an amazing group of AI researchers from academia and industry, and thought leaders in economics, law, ethics, and philosophy for five days dedicated to beneficial AI. We hosted a two-day workshop for our grant recipients and followed that with a 2.5-day conference, in which people from various AI-related fields hashed out opportunities and challenges related to the future of AI and steps we can take to ensure that the technology is beneficial.

(Below emphasis via DSC)

IBM and Ricoh have partnered for a cognitive-enabled interactive whiteboard which uses IBM’s Watson intelligence and voice technologies to support voice commands, taking notes and actions and even translating into other languages.

The Intelligent Workplace Solution leverages IBM Watson and Ricoh’s interactive whiteboards to allow to access features via using voice. It makes sure that Watson doesn’t just listen, but is an active meeting participant, using real-time analytics to help guide discussions.

Features of the new cognitive-enabled whiteboard solution include:

Global voice control of meetings: Once a meeting begins, any employee, whether in-person or located remotely in another country, can easily control what’s on the screen, including advancing slides, all through simple voice commands using Watson’s Natural Language API.
Translation of the meeting into another language: The Intelligent Workplace Solution can translate speakers’ words into several other languages and display them on screen or in transcript.
Easy-to-join meetings: With the swipe of a badge the Intelligent Workplace Solution can log attendance and track key agenda items to ensure all key topics are discussed.
Ability to capture side discussions: During a meeting, team members can also hold side conversations that are displayed on the same whiteboard.

From DSC:

Holy smokes!

If you combine the technologies that Ricoh and IBM are using with their new cognitive-enabled interactive whiteboard with what Bluescape is doing — by providing 160 acres of digital workspace that’s used to foster collaboration (and to do so whether you are working remoting or working with others in the same physical space) — and you have one incredibly powerful platform!

AI Market to Grow 47.5% Over Next Four Years — from campustechnology.com by Richard Chang

Excerpt:

The artificial intelligence (AI) market in the United States education sector is expected to grow at a compound annual growth rate of 47.5 percent during the period 2017-2021, according to a new report by market research firm Research and Markets.

Amazon deepens university ties in artificial intelligence race — from by Jeffrey Dastin

Excerpt:

Amazon.com Inc has launched a new program to help students build capabilities into its voice-controlled assistant Alexa, the company told Reuters, the latest move by a technology firm to nurture ideas and talent in artificial intelligence research.
…
Amazon, Alphabet Inc’s Google and others are locked in a race to develop and monetize artificial intelligence. Unlike some rivals, Amazon has made it easy for third-party developers to create skills for Alexa so it can get better faster – a tactic it now is extending to the classroom.

The WebMD skill for Amazon’s Alexa can answer all your medical questions — from digitaltrends.com by Kyle Wiggers
WebMD is bringing its wealth of medical knowledge to a new form factor: Amazon’s Alexa voice assistant.

Excerpt:

Alexa, Amazon’s brilliant voice-activated smart assistant, is a capable little companion. It can order a pizza, summon a car, dictate a text message, and flick on your downstairs living room’s smart bulb. But what it couldn’t do until today was tell you whether that throbbing lump on your forearm was something that required medical attention. Fortunately, that changed on Tuesday with the introduction of a WebMD skill that puts the service’s medical knowledge at your fingertips.

Addendum:

How artificial intelligence is taking Asia by storm — from techwireasia.com by Samantha Cheh
Excerpt:
Lately it seems as if everyone is jumping onto the artificial intelligence bandwagon. Everyone, from ride-sharing service Uber to Amazon’s logistics branch, is banking on AI being the next frontier in technological innovation, and are investing heavily in the industry.

That’s likely truest in Asia, where the manufacturing engine which drove China’s growth is now turning its focus to plumbing the AI mine for gold.

Despite Asia’s relatively low overall investment in AI, the industry is set to grow. Fifty percent of respondents in KPMG’s AI report said their companies had plans to invest in AI or robotic technology.

Investment in AI is set to drive venture capital investment in China in 2017. Tak Lo, of Hong Kong’s Zeroth, notes there are more mentions of AI in Chinese research papers than there are in the US.

China, Korea and Japan collectively account for nearly half the planet’s shipments of articulated robots in the world.

Artificial Intelligence – Research Areas

Learn a new language in virtual reality [Ergürel]

On 03/01/2017, in 21st century, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, languages and translation, learning, learning ecosystem, Natural Language Processing (NLP), Virtual Reality (VR) / worlds / learning, by Daniel Christian

This app helps you learn a new language in virtual reality — from haptic.al by Deniz Ergürel
The educational VR app combines voice chatbot technology and speech recognition.

Excerpt:

Learning a new language can be extremely hard. It requires a lot of effort, time and dedication. A new virtual reality app aims to make this learning process much easier and even fun.

Launched in Oculus store, “Learn Languages VR by Mondly” allows people to experience lifelike conversations with virtual characters, in 28 different languages. The VR app can be downloaded for Samsung’s Gear VR headsets to get some introductory courses for free.

Alexa got 4,000 new skills in just the last quarter! | DC: What are the teaching & learning ramifications of this?

On 02/03/2017, in 21st century, 24x7x365 access, A/V -- audio/visual, Amazon, analytics, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, career development, change, communications, Daniel S. Christian, data related items, digital learning, education technology, emerging technologies, future, game-changing environment, higher education, human-computer interaction (HCI), ideas, informal learning, innovation, intelligent systems, intelligent tutoring, internet, K-12 related, languages and translation, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning spaces, lifelong learning, microlearning, platforms, technologies for your home, tools, training / L&D, trends, user experience (UX), vendors, by Daniel Christian

Excerpt from Amazon fumbles earnings amidst high expectations (emphasis DSC):

Aside from AWS, Amazon Alexa-enabled devices were the top-selling products across all categories on Amazon.com throughout the holiday season and the company is reporting that Echo family sales are up over 9x compared to last season. Amazon aims to brand Alexa as a platform, something that has helped the product to gain capabilities faster than its competition. Developers and corporates released 4,000 new skills for the voice assistant in just the last quarter.

Alexa got 4,000 new skills in just the last quarter!

From DSC:
What are the teaching & learning ramifications of this?

By the way, I’m not saying for professors, teachers, & trainers to run for the hills (i.e., that they’ll be replaced by AI-based tools). But rather, I would like to suggest that we not only put this type of thing on our radars, but we should begin to actively experiment with such technologies to see if they might be able to help us do some heavy lifting for students learning about new topics.

“Chatbots-The Next Big Thing,” + “MyPrivateTutor Releases Chatbot for Finding Tutors” + other resources/reflections re: chatbots

On 01/17/2017, in 21st century, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, bots, cloud-based computing / apps / other cloud-related, education technology, emerging technologies, higher education, human-computer interaction (HCI), ideas, India, intelligent systems, interactivity, interface design, journalism, languages and translation, Natural Language Processing (NLP), platforms, by Daniel Christian

Chatbots: The next big thing — from dw.com
Excerpt:

More and more European developers are discovering the potential of chatbots. These mini-programs interact automatically with users and could be particularly useful in areas like online shopping and news delivery. The potential of chatbots is diverse. These tiny programs can do everything from recognizing customers’ tastes to relaying the latest weather forecast. Berlin start-up Spectrm is currently devising bots that deliver customized news. Users can contact the bot via Facebook Messenger, and receive updates on topics that interest them within just a few seconds.

MyPrivateTutor releases chatbot for finding tutors — from digitaljournal.com
MyPrivateTutor, based in Kolkata, matches tutors to students using proprietary machine learning algorithms

Excerpt:

Using artificial intelligence, the chatbot helps us reach a wider segment of users who are still not comfortable navigating websites and apps but are quite savvy with messaging apps”, said Sandip Kar, co-founder & CEO of MyPrivateTutor (www.myprivatetutor.com), an online marketplace for tutors, has released a chatbot for helping students and parents find tutors, trainers, coaching classes and training institutes near them.

Story idea: Covering the world of chatbots — from businessjournalism.org by Susan Johnston Taylor

Excerpt:

Chatbots, computer programs designed to converse with humans, can perform all sorts of activities. They can help users book a vacation, order a pizza, negotiate with Comcast or even communicate with POTUS. Instead of calling or emailing a representative at the company, consumers chat with a robot that uses artificial intelligence to simulate natural conversation. A growing number of startups and more established companies now use them to interact with users via Facebook Messenger, SMS, chat-specific apps such as Kik or the company’s own site.
…
To cover this emerging business story, reporters can seek out companies in their area that use chatbots, or find local tech firms that are building them. Local universities may have professors or other experts available who can provide big-picture context, too. (Expertise Finder can help you identify professors and their specific areas of study.)

How chatbots are addressing summer melt for colleges — from ecampusnews.com

Excerpt:

AdmitHub, an edtech startup which builds conversational artificial intelligence (AI) chatbots to guide students on the path to and through college, has raised $2.95 million in seed funding.

Why higher education chatbots will take over university mobile apps — from blog.admithub.com by Kirk Daulerio

Excerpt (emphasis DSC):

Chatbots are the new apps and websites combined
Chatbots are simple, easy to use, and present zero friction. They exist on the channels that people are most familiar with like Messenger, Twitter, SMS text message, Kik, and expanding onto other messaging applications. Unlike apps, bots don’t take up space, users don’t have to take time to get familiar with a new user interface, and bots will give you an instant reply. The biggest difference with chatbots compared to apps and websites is that they use language as the main interface. Websites and apps have to be searched and clicked, while bots and people use language, the most natural interface, to communicate and inform.

From DSC:
I think messaging-based chatbots will definitely continue to grow in usage — in numerous industries, including higher education. But I also think that the human voice — working in conjunction with technologies that provide natural language processing (NLP) capabilities — will play an increasingly larger role in how we interface with our devices. Whether it’s via a typed/textual message or whether it’s via a command or a query relayed by the human voice, working with bots needs to be on our radars. These conversational messaging agents are likely to be around for a while.

Addendum:

How to plan your next vacation with a chatbot — from nytimes.com by Justin Sablichjan

Virtual reality is actually here — from computerworld.in by Bart Perkins

Excerpts:

In parallel with gaming, VR is expanding into many other areas, including these:

Healthcare
Surgical Theater is working with UCLA, New York University, the Mayo Clinic and other major medical centers to use VR to help surgeons prepare for difficult operations. Virtual 3D models are constructed from MRIs, CAT scans and/or ultrasounds.
Mental health
Meditation promotes mental health by reducing stress and anxiety.
Education
Unimersiv is focusing on historical sites, creating a series of VR tours for the Colosseum, Acropolis, Parthenon, Stonehenge, Titanic, etc. These tours allow each site to be explored as it existed when it was built. Additional locations’ virtual sites and attractions will undoubtedly be added in the near future. The British Museum offered a Virtual Reality Weekend in August 2015. Visitors were able to explore a Bronze Age roundhouse with a flickering fire and changing levels of light while they “handled” Bronze Age relics. The American Museum of Natural History allows students anywhere in the world to take virtual tours of selected museum exhibits, and other museums will soon follow.
Training
Virtual reality is an excellent tool when the task is dangerous or the equipment involved is expensive.
Crime reconstruction
Architecture
Collaboration
Virtual reality, augmented reality and mixed reality will form the basis for the next set of collaboration tools.

VR and education: Why we shouldn’t wait to reap the benefits – from medium.com by Josh Maldonad

Excerpts:

However, we see very little experienced-based learning in all levels of education today. Traditional learning consists of little more than oration through lectures and textbooks (and their digital equivalents). Experience-based learning is often very difficult to facilitate in the classroom. Whether it be a field trip in elementary school, or simulation exercises in med school, it can be tedious, costly and time consuming.
…
Where VR is really winning in education is in subject matter retention. The first of several surveys that we’ve done was based on a VR field trip through the circulatory system with high-school age children. We saw an increase of nearly 80% in subject matter retention from a group that used VR, compared against a control group that was provided the same subject matter via text and image. (I’ll expand on the details of this experiment, and some research initiatives we’re working on in another blog post).

http://uploadvr.com/chinese-vr-education-study/

Example apps in healthcare:

Emergency response and Triage Decision making
Nursing fundamentals, safety and communication procedures
Anesthesiology: patient monitoring and dosage delivery

Residential design and virtual reality: a better way to build a home? — from connectedlife.style

Excerpt:

The old phrase of ‘needing to see it to believe it’ is a powerful mantra across all aspects of residential design. Architecture, interior design and property development are all highly visual trades that require buy-in from both those working on the project and the client. As such, making sure everyone is sold on a coherent vision is vital to ensure that everything goes smoothly and no one is left dissatisfied when the project is completed.

Google Translate: Updated
For those travelers out there, you might want to know about Google Translate’s ability to read in an image of one language, and provide you with a translation of that language/signage/label/etc.

Also see:

From this page, here are some of the visual translation products:

Now HoloLens lets you check your mail in a wall-sized mixed reality version of Outlook — from pcworld.com by Ian Paul
Now you can check your email or make a calendar appointment without removing Microsoft’s augmented reality headset.

You now can pin multiple 2D apps in virtual space,
and Microsoft’s HoloLens will remember where they are.

VR in Education: What’s Already Happening in the Classroom — from arvrmagazine.com by Susanne Krause
“Engagement was off the charts” | Connecting to the world and creating new ones using virtual reality

Excerpt:

It’s a way for educators to bring their students to places that would be out of reach otherwise. Google Expeditions, the VR mode of Google Street View and Nearpod’s virtual field trips are among the most popular experiences teachers explore with their students. “Some of our students have never really left the bubbles of their own town”, says Jaime Donally, creator of the #ARVRinEDU chat on Twitter. “Virtual reality is a relatively inexpensive way to show them the world.”

How augmented reality is transforming building management — from ibm.com
IBM People for Smarter Cities presents “Dublin lab – Cognitive Buildings”

In the video below, a facilities manager is using a mobile device to scan a QR code on a wall, behind which is a critical piece of HVAC equipment. With one scan, we can view data on the asset’s performance and health, location data for the asset. This data is being pulled by the IoT Platform from the asset itself, TRIRIGA, and any other useful sources.

Excerpt:

But the best experiences, VR acolytes agree, are still yet to come. Resh Sidhu leads VR development for Framestore, the high-end visual effects house that won an Oscar for the movie Gravity, and has since expanded into creating VR content. With hardware finally delivering on its promise, she believes it is now up to creatives to explore the possibilities.

HTC Brings VR Center to Paris; Vive Exhibit at Nobel Museum — from vrscout.com by Jonathan Nafarrete

Excerpt:

There’s so much more to VR than just gaming. Which is probably why HTC has been exploring entirely new ways to bring VR to art, education and culture — starting with museums around the world.

HTC recently collaborated with TIME-LIFE on “Remembering Pearl Harbor,” a VR experience commemorating the 75th anniversary of the attack with exhibitions at the Intrepid Sea, Air and Space Museum in New York City and the Newsuem in Washington D.C. Last month, Vive also collaborated with the Royal Academy of Arts in London on the world’s first 3-D printed VR art exhibit.

Now HTC Vive has revealed the launch of a new VR center at La Geode, part of Paris’ Science and Industry Museum, as well as a partnership with the Nobel Museum for a first-of-its-kind VR exhibit showcasing the contributions of Nobel laureates.

Why deep learning is suddenly changing your life — from fortune.com by Roger Parloff

Excerpt:

Most obviously, the speech-recognition functions on our smartphones work much better than they used to. When we use a voice command to call our spouses, we reach them now. We aren’t connected to Amtrak or an angry ex.

In fact, we are increasingly interacting with our computers by just talking to them, whether it’s Amazon’s Alexa, Apple’s Siri, Microsoft’s Cortana, or the many voice-responsive features of Google. Chinese search giant Baidu says customers have tripled their use of its speech interfaces in the past 18 months.

Machine translation and other forms of language processing have also become far more convincing, with Google, Microsoft, Facebook, and Baidu unveiling new tricks every month. Google Translate now renders spoken sentences in one language into spoken sentences in another for 32 pairs of languages, while offering text translations for 103 tongues, including Cebuano, Igbo, and Zulu. Google’s Inbox app offers three ready-made replies for many incoming emails.
…
But what most people don’t realize is that all these breakthroughs are, in essence, the same breakthrough. They’ve all been made possible by a family of artificial intelligence (AI) techniques popularly known as deep learning, though most scientists still prefer to call them by their original academic designation: deep neural networks.

Even the Internet metaphor doesn’t do justice to what AI with deep learning will mean, in Ng’s view. “AI is the new electricity,” he says. “Just as 100 years ago electricity transformed industry after industry, AI will now do the same.”

Graphically speaking:

“Our sales teams are using neural nets to recommend which prospects to contact next or what kinds of product offerings to recommend.”

One way to think of what deep learning does is as “A to B mappings,” says Baidu’s Ng. “You can input an audio clip and output the transcript. That’s speech recognition.” As long as you have data to train the software, the possibilities are endless, he maintains. “You can input email, and the output could be: Is this spam or not?” Input loan applications, he says, and the output might be the likelihood a customer will repay it. Input usage patterns on a fleet of cars, and the output could advise where to send a car next.

Duolingo introduces chatbots to hone your conversational skills [Starr]; From DSC: This could be huge!

On 10/11/2016, in 21st century, 24x7x365 access, assistive technologies, bots, communications, digital learning, education, education technology, emerging technologies, languages and translation, learning, learning ecosystem, virtual tutoring, vision/possibilities, by Daniel Christian

Duolingo introduces chatbots to hone your conversational skills — from cnet.com by Michelle Starr
The free language-learning app is now letting you practise your conversational skills on real live bots.

Excerpt:

Free app Duolingo is a great way to learn the basics of a new language, with small daily lessons that gradually increase your skills, with rewards for progressing. Now the service has added a new feature that’s a little different from the back-and-forth translation — text-based chatbots.

These are aimed at helping you improve your conversational skills and skills you might use in real life, such as ordering food, visiting a tourist attraction, shopping for clothing or catching a cab. A variety of scenarios will see you learning how to follow a set of directions, or talk with a doctor. According to the Duolingo chatbot Web page, these bots are programmed to react to thousands of different responses.

Also see:

Duolingo’s new chatbots help you brush up on your foreign language conversation skills — from techcrunch.com by Anthony Ha

Also see:

A Neural Network for Machine Translation, at Production Scale — from research.googleblog.com, posted by Quoc V. Le & Mike Schuster, Research Scientists, Google Brain Team
Excerpt:
Ten years ago, we announced the launch of Google Translate, together with the use of Phrase-Based Machine Translation as the key algorithm behind this service. Since then, rapid advances in machine intelligence have improved our speech recognition and image recognition capabilities, but improving machine translation remains a challenging goal. Today we announce the Google Neural Machine Translation system (GNMT), which utilizes state-of-the-art training techniques to achieve the largest improvements to date for machine translation quality. Our full research results are described in a new technical report we are releasing today: “Google’s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation” [1].

The SIIA CODiE Awards for 2016 — with thanks to Neha Jaiswal from uCertify for this resource; uCertify, as you will see, did quite well

Since 1986, the SIIA CODiE Awards have recognized more than 1,000 software and information companies for achieving excellence. The CODiE Awards remain the only peer-recognized program in the content, education, and software industries so each CODiE Award win serves as incredible market validation for a product’s innovation, vision, and overall industry impact.

Connecting the education community with research on learning — from digitalpromise.org

Excerpt:

When designing a program or product, many education leaders and ed-tech developers want to start with the best knowledge available on how students learn. Unfortunately, this is easier said than done.

Although thousands of academic articles are published every year, busy education leaders and product developers often don’t know where to start, or don’t have time to sift through and find studies that are relevant to their work. As pressure mounts for “evidence-based” practices and “research-based” products, many in the education community are frustrated, and want an easier way to find information that will help them deliver stronger programs and products — and results. We need better tools to help make research more accessible for everyday work in education.

The Digital Promise Research Map meets this need by connecting education leaders and product developers with research from thousands of articles in education and the learning sciences, along with easy-to-understand summaries on some of the most relevant findings in key research topics.

Also see:

New forms of HCI raise numerous career-related and curriculum-related questions for us [Christian]

On 06/03/2016, in 21st century, 24x7x365 access, A/V -- audio/visual, adult learning, Amazon, analytics, Apple, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, assistive technologies, business, career development, change, cloud-based computing / apps / other cloud-related, communications, corporate / business world, corporate universities / corporate training, Daniel S. Christian, digital learning, education technology, emerging technologies, future of higher education, game-changing environment, Google, higher education, human-computer interaction (HCI), ideas, innovation, instructional design, intelligent systems, intelligent tutoring, interaction design, interactivity, interface design, internet, languages and translation, learning, lifelong learning, professional development, teachers, teaching & learning, technologies for your home, tools, training / L&D, trends, universities, usability, user experience (UX), user interface design, vendors, workplace, by Daniel Christian

Questions from DSC:

Which jobs/positions are being impacted by new forms of Human Computer Interaction (HCI)?
What new jobs/positions will be created by these new forms of HCI?
Will it be necessary for instructional technologists, instructional designers, teachers, professors, trainers, coaches, learning space designers, and others to pulse check this landscape? Will that be enough?
Or will such individuals need to dive much deeper than that in order to build the necessary skillsets, understandings, and knowledgebases to meet the new/changing expectations for their job positions?
How many will say, “No thanks, that’s not for me” — causing organizations to create new positions that do dive deeply in this area?
Will colleges and universities build and offer more courses involving HCI?
Will Career Services Departments get up to speed in order to help students carve out careers involving new forms of HCI?
How will languages and language translation be impacted by voice recognition software?
Will new devices be introduced to our classrooms in the future?
In the corporate space, how will training departments handle these new needs and opportunities? How will learning & development groups be impacted? How will they respond in order to help the workforce get/be prepared to take advantage of these sorts of technologies? What does it mean for these staffs personally? Do they need to invest in learning more about these advancements?

As an example of what I’m trying to get at here, who all might be involved with an effort like Echo Dot? What types of positions created it? Who all could benefit from it? What other platforms could these technologies be integrated into? Besides the home, where else might we find these types of devices?

Echo Dot is a hands-free, voice-controlled device that uses the same far-field voice recognition as Amazon Echo. Dot has a small built-in speaker—it can also connect to your speakers over Bluetooth or with the included audio cable. Dot connects to the Alexa Voice Service to play music, provide information, news, sports scores, weather, and more—instantly.

Echo Dot can hear you from across the room, even while music is playing. When you want to use Echo Dot, just say the wake word “Alexa” and Dot responds instantly. If you have more than one Echo or Echo Dot, you can set a different wake word for each—you can pick “Amazon”, “Alexa” or “Echo” as the wake word.

Or how might students learn about the myriad of technologies involved with IBM’s Watson? What courses are out there today that address this type of thing? Are more courses in the works that will address this type of thing? In which areas (Computer Science, User Experience Design, Interaction Design, other)?

Lots of questions…but few answers at this point. Still, given the increasing pace of technological change, it’s important that we think about this type of thing and become more responsive, nimble, and adaptive in our organizations and in our careers.

By the numbers: MOOCS in 2015 — from class-central.com by
How has the MOOC space grown this year? Get the facts, figures, and pie charts

Excerpt:

The MOOC space essentially doubled this year. More people signed up for MOOCs in 2015 than they did in the first three years of the “modern” MOOC movement (which started in late 2011—when the first Stanford MOOCs took off). According to data collected by Class Central, the total number of students who signed up for at least one course has crossed 35 million—up from an estimated 16-18 million last year.

Coursera, the largest online course provider in the world (MOOC or otherwise), added 7 million new students to its userbase (and so it now has 17 million students in total).

This is the first time that the MOOC market has grown faster than Coursera. Last year, Coursera was bigger than all other MOOC providers combined, but in 2015 it accounts for slightly less than 50% of all MOOC students.

…

Currently there are 100+ Specializations, Nanodegrees, and XSeries credentials, most of which were created in 2015, and we can expect that number to more than double in 2016. The projections for 2017 and beyond could be exponential. We tracked this trend early, and this enabled us at Class Central to introduce a free credential exploration and rating service called Credentialing the Credentials.

500+ Universities, 4200 courses, 35 Million Students

Stanford runs MOOC for science teachers on helping students read — from thejournal.com by Dian Schaffhauser

Excerpt:

Next week a new massive open online course will begin for K-12 science teachers who want to learn how to help their students read and understand scientific texts. The course, delivered by Stanford University faculty, is free to participants. Four course sessions will run for 12 weeks and will deliver the equivalent of about 20 hours of professional development. The MOOC begins on January 13 and will be hosted on the NovoEd platform.

“Reading To Learn in Science” is being taught by Jonathan Osborne, a professor of science education in Stanford’s Graduate School of Education. In a previous career, Osborne spent nine years teaching physics in inner city London schools.

This free online course will look at the life and works of William Shakespeare and take you from his Birthplace in Stratford-upon-Avon to the Globe Theatre in London, from where he secured his central place in English literature.We will look at five of Shakespeare’s plays with the help of actors and experts from around the world. They will explain and explore the universal themes Shakespeare addressed in his work. The plays are: Romeo and Juliet, Hamlet, Much Ado About Nothing, The Tempest and Macbeth. Our video tutor will guide you through the course and look at some of the words and expressions that Shakespeare introduced to the English language. Short quizzes will check your understanding and you’ll be asked to share your ideas and opinions on the topics Shakespeare raises.

Massive Open Online Course market by platform, course, service & region – global forecast to 2020 — from researchandmarkets.com

Excerpt:

The growing demand of reliable online learning technologies is the driving force of Massive Open Online Course (MOOC) market.
The market is estimated to grow from USD 1.83 billion in 2015 to USD 8.50 billion by 2020, at an estimated compound annual growth rate (CAGR) of 36.0%. Adoption of device-based computing, increased connectivity of platform, and emergence of online and collaborative learning and personalization of technology are some of the prominent factors driving the adoption of MOOC platform and services.
Asia-Pacific (APAC) expected to be grow at the highest CAGR for MOOC platform.

The report will help the market leaders/new entrants in this market in the following ways:

This report segments the MOOC market comprehensively and provides the closest approximations of the revenue numbers for the overall market and the subsegments across end-users and regions.
The report will help stakeholders to understand the pulse of the market and provide them information on key market drivers, restraints, challenges, and opportunities.
This report will help in understanding the competitors better and gain more insights to strengthen their position in the business. The competitive landscape section includes competitor ecosystem, new product developments, partnerships, mergers and acquisitions.

Companies Profiled:

Blackboard, Inc.
Coursera, Inc.
Edx, Inc.
Futurelearn
Instructure, Inc.
Iversity, Org.
Miriada X
Novoed, Inc.
Open2Study
Udacity, Inc.

Houston, we have a problem here.

On 01/13/2016, in analytics, animation, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, career development, cloud-based computing / apps / other cloud-related, computer science, engineering, graphics, K-12 related, languages and translation, learning preferences, programming, student-related, youth, by Daniel Christian

From DSC:
Below are 2 articles that I ran across, almost back to back. Check them out and see if you, too, don’t see a major gap here. Though not really news, it doesn’t seem that we’re making much progress either.

The 25 Skills You Must Master to Land a New Job in 2016 (Infographic) — from inc.com by Jacquelyn Smith
If you know how to code or are fluent in another language, you’ll have a leg up on other candidates.

Excerpt:

To find out what it takes to successfully land a job, LinkedIn analyzed all of the hiring and recruiting activity that occurred on its site in 2015, and uncovered the 25 hottest skills in 14 different countries.

Now, check this next one out!

When it comes to jobs, Generation Z may not be the ‘tech’ generation after all — from by Conner Forrest
A new study by CompTIA found that many young people are simply uninterested in IT jobs. Here’s how that could impact the workforce.

Excerpt:

According to a new study by IT trade association CompTIA, a mere 13% of 13-17 year-olds surveyed said they want to pursue a career in IT. This is despite the fact that 70% of Generation Z respondents reporting that they love technology.

According to the CompTIA report, much of Generation Z’s disinterest in technological professions is mainly due to their lack of understanding about the field. This is especially true in school, with 38% of junior high and high school students saying their schools provide no information on IT jobs. According to Code.org, only 10% of high schools in the US offer computer science classes.

Also, the gender gap prevailed among Generation Z respondents with only 10% of girls saying they were interested in IT, compared to 23% of boys.

Houston, we have a problem!*
The demand isn’t being met — nor does it look like it will be met — with the appropriate supply.

* Though this is not a new problem,
it doesn’t seem that we’re making
much progress here.

A variety of items that show that VR & AR are already here; plus other items that show what to expect in the near future

On 12/15/2015, in attention, Augmented Reality (AR), Australia, emerging technologies, engagement / engaging students, human-computer interaction (HCI), ideas, immersion, innovation, interactivity, internet, languages and translation, learning, learning ecosystem, media/film, nursing, user experience (UX), Virtual Reality (VR) / worlds / learning, by Daniel Christian

MIT’s amazing new app lets you program any object — from fastcodesign.com
The Reality Editor is a Minority Report style AR app that makes programming your smart home as easy as connecting the dots.

Take me away! Elderly home residents given virtual reality goggles to help them feel like they are travelling the world — from dailymail.co.uk by Belinda Cleary

Residents at a Perth nursing home are trialing virtual reality goggles
The technology will allow them to see the world without leaving their seats
It’s hoped the trial will bring back lost memories in dementia patients

NASA partners with Microsoft to provide holographic computing in space — from seriouswonder.com by B.J. Murphy

Excerpt:

Partnering with multinational technology company Microsoft, NASA has since been engaging with their astronauts to use HoloLens headsets to help them make complex computations and provide them with virtual aid as they work inside the ISS. Labeled Project Sidekick, this form of space-based holographic computing will help empower astronauts by allowing them to achieve greater autonomy in their work as they explore and connect back home at NASA headquarters.

With the Cygnus delivery of the HoloLens headsets, expect holographic computing to become a crucial facet of future space exploration – one more item to check off of our list on, “How to become more like Star Trek.”

How to try virtual reality today without breaking the bank — from bgr.com by Jacob Siegal

Excerpt:

2016 might be the year that virtual reality finally takes hold in the tech world. Sony, Microsoft and Oculus VR are all planning to launch their own hardware before the end of next year, with tons of developers already hard at work on games, apps and other software to ensure that VR hits the ground running.

But if you don’t want to wait until next year to see what VR has to offer, you can take a sneak peek at the innovations today without putting a strain on your wallet.

Breaking Down Billion-Dollar AR/VR Investment In The Last 12 Months — from techcrunch.com by Tim Merel

Which VR Headset Holds the Pole Position? — from statista.com by Felix Richter

The show goes on in Paris – through augmented-reality glasses — from theguardian.com by Barbara Casassus
If your French doesn’t go beyond bonjour, you can still enjoy a night at a Parisian theatre thanks to new glasses that provide simultaneous translations

Excerpt:

It’s Saturday night at Le Comédia theatre in central Paris and I’m staring at the stage through square plastic glasses. While the actors in the musical Mistinguett, Reine des Années Folles sing boisterously in French, the words appear simultaneously in English on a small screen in the right-hand lens. Though it’s not the same as watching the show unfettered, I find it surprisingly easy to follow the translated dialogue along with the action.

.

Immersive VR Education

Also see Immersive VREducation’s:
ER VR Trailer – Virtual Reality Medical Training Simulation

Virtual-reality lab explores new kinds of immersive learning — from chronicle.com by Ellen Wexler

Excerpt:

That can have implications in distance learning, he said. For students attending class via webcam or video lecture, the video is two-dimensional, and the audio doesn’t sound as it would if they were in a real classroom. Mr. Duraiswami thinks the virtual-reality technology could help the experience feel more immersive. “If all you’re seeing is a bunch of things in front of you, you’re not as immersed,” Mr. Duraiswami said. “You want the instructor to feel as if they’re right in front of you.”

10 killer media applications enabled by ‘virtual reality’ headsets — from eweek.com by Mike Elgan
Virtual reality headsets can do much more than ‘virtual reality,’ a technical term that is badly defined in most news reports. Here are 10 rapidly developing applications.

Deakin University to launch virtual and augmented reality hub — from cio.com.au by Rebecca Merrett
Industry partners, as well and students and staff, can get their hands on latest virtual/augmented reality tech

Excerpt:

Deakin University will launch an Interactive Digital Centre Hub in Melbourne CBD in the first half of 2016, which will allow industry partners to access the latest virtual and augmented reality technology. Partnering with EON Reality, more than US$10 million has been poured into the facility and will be the first of dedicated centre to virtual and augmented reality in the Asian region. Having a strong group of researchers in virtual reality, Deakin University decided to open a hub to facilitate working with industry and host education programs and courses in this field.

Virtual reality could finally get people to care about climate change — from techinsider.io by Chris Weller

Excerpt:

As the founding director of Stanford’s Virtual Human Interaction Lab, Jeremy Bailenson firmly believes that statistics don’t make people care about issues.

Experiences do.

That’s why Bailenson has spent the last few years developing an underwater virtual reality (VR) experience that shows people firsthand how climate change impacts ocean health.

All the data in the world won’t make a problem seem real unless people care about it on an emotional level, he says. According to Bailenson, virtual reality solves that problem without creating new ones.

Virtual reality in 2016: The 10 biggest trends to watch — from techrepublic.com by Erin Carson
2016 promises to be a watershed year for virtual reality as a commercial product. Here’s what to expect.

Revolutionary tech for the real world — from createtomorrow.co.uk

Excerpt (emphasis DSC):

AR is also highly effective for education and training says Ronald Azuma who leads the AR team at Intel Labs. Why? “Because it makes instructions easier to understand by displaying them directly over the real-world objects that require manipulation, thus removing the cognitive load and ambiguity in spatially transforming directions from traditional media like manuals, text, images and videos into the situation at hand.”

Samsung launches Gear VR virtual reality headset in Australia, promises 360-degree web browsing — from news.com.au
AUSTRALIAN phone users will be able to play virtual reality games, watch 360-degree films, and navigate the web using their eyes as Samsung launches its third virtual reality headset.

CES 2016: driverless cars and virtual reality to dominate at world’s biggest technology show — from mirror.co.uk
The world’s biggest technology showcase kicks off in Las Vegas on 6 January 2016. Here’s what we know about what will be happening at the Consumer Electronics Show

Should your institution move into the Augmentarium future? — from ecampusnews.com by Ron Bethke
The University of Maryland, College Park, is leading the way in studying the innovative applications of augmented and virtual reality across a wide range of fields

Excerpt:

The potential applications of virtual and augmented reality in a host of disciplines–including education, science, medicine, the arts, entertainment and industry–are massive, say large institutions like the University of Maryland (UMD), whose Augmentarium serves as a potential instrumental model for innovative research facilities and universities looking to make their impact on the future.

Sundance 2016 dominated by VR, over 30 experiences listed — from vrfocus.com

Excerpt:

This year’s Sundance Film Festival in Park City, Utah was a surprise hit for virtual reality (VR) technology. It was here that Oculus VR revealed its new film-focused division, Oculus Story Studio, while plenty of other filmmakers and story tellers showcased their own projects using head-mounted displays (HMDs) in the festival’s New Frontier section. That section is set to return for the 2016 edition of the festival from 21st – 31st January, and is this time utterly dominated by VR experiences.

Virtual reality for all, finally — from scientificamerican.com by Larry Greenemeier
Will the new generation of headsets hitting the consumer electronics market deliver enhanced virtual-reality experiences at more affordable prices?

Excerpt:

You can be forgiven for rolling your eyes at the latest round of promises that virtual reality has finally arrived for the masses. Tech companies have been hanging their hats on that one for decades without much success, due to high prices and poorly rendered graphics that have given people headaches—literally.

Despite these missteps, a new generation of virtual-reality tech targeted at consumers has begun to hit the market, most prominently with Samsung’s $100 Gear VR visor released in late November. Both Gear VR and Google Cardboard—which starts at less than $20 and was launched in 2014—rely on a smartphone clipped or slid into their respective visors. The headset’s binocularlike lenses—between the phone and wearer—help deliver a 3-D VR experience. That makes the gadgets a relatively low-risk investment for consumers and enables tech companies to gauge public demand for virtual reality in advance of devices such as ones from Oculus, Sony and HTC slated for next year that feature more sophisticated embedded sensors and displays.
…
Now that VR headsets no longer cost tens of thousands of dollars the door is open for educational and social applications that are true to virtual reality’s roots, allowing people to learn and interact in digital classrooms and playgrounds.

Here’s what virtual reality means for kids stuck in the hospital — from techcrunch.com by Drew Olanoff

Excerpt:

Virtual reality is here to stay and it’s more important than just playing a game or watching a boxing match in a more immersive way. It could, and will, change lives. Imagine this kind of happiness in children’s hospitals everywhere, all of the time. Then think about how doctors can train for surgery virtually. Pretty amazing stuff, eh?

Addendum on 12/20/15:

The Promise of Virtual Reality is Starting to Look Very Real — from nbcnews.com by Michael Sheetz, Special to CNBC

The 50 Most Popular MOOCs of All Time — from onlinecoursereport.com, via Jordan Hall

Excerpt:

MOOCs – or Massive Open Online Courses – are picking up momentum in popularity – at least in terms of initial enrollment.

Unlike regular college/ university courses, MOOCs can attract many thousands of enrollees around the world. They can come in the form of active course sessions with participant interaction, or as archived content for self-paced study. MOOCs can be free, or there can be a charge – either on a subscription basis or a one-time charge. Free MOOCs sometimes have a paid “verified certificate” option. There are now thousands of MOOCs available worldwide from several hundred colleges, universities and other institutions of higher learning. For your convenience, we’ve compiled a list of 50 of the most popular MOOCs, based on enrollment figures for all sessions of a course. The ranking is based on filtering enrollment data for 185 free MOOCs on various elearning platforms.

Imagine what learning could look like w/ the same concepts found in Skreens!

On 09/29/2015, in 21st century, 24x7x365 access, A/V -- audio/visual, active learning, adult learning, analytics, Artificial Intelligence / Machine Learning / Deep Learning / Algorithms, blended learning, Bring your own device (BYOD), cloud-based computing / apps / other cloud-related, collaboration, communications, communities of practice, convergence, corporate / business world, corporate universities / corporate training, Daniel S. Christian, digital audio, digital learning, digital photography, digital storytelling, digital textbooks, digital video, disruption, distance education, e-books, e-publishing related items (EPUB and more), education, education technology, educational games / serious games, elearning, emerging technologies, engagement / engaging students, flipping -- inverted learning, future, global / globalization, heutagogy, higher education, homeschooling/homeschoolers, human-computer interaction (HCI), hybrid learning, ideas, informal learning, innovation, intelligent systems, intelligent tutoring, internet, K-12 related, languages and translation, learner profiles, learning, learning agents, learning ecosystem, Learning from the Living [Class] Room, learning hubs & pods & microschooling, learning preferences, learning spaces, library / librarians, lifelong learning, media/film, mirroring and/or multiple devices, mobile learning, mobile technologies, MOOCs -- Massive Open Online Courses, more voice more choice more control, multimedia, New "Amazon.com" of Higher Education, new media literacies, online learning, online media, online tutoring, participation, personalized/customized learning, platforms, play, podcasting, reinvent, smart classrooms, smart/connected TV, social learning / networks, staying relevant, storytelling, streams of content, student-related, technologies for your home, telecommunications, telepresence, television, training / L&D, transmedia, ubiquitous learning, videoconferencing, virtual field trips, virtual K-12 schools, Virtual Reality (VR) / worlds / learning, virtual tutoring, vision/possibilities, web-based collaboration, workplace, by Daniel Christian

From DSC:
Imagine what learning could look like w/ the same concepts found in the Skreens kickstarter campaign? Where you can use your mobile device to direct what you are seeing and interacting with on the larger screen? Hmmm… very interesting indeed! With applications not only in the home (and on the road), but also in the active classroom, the boardroom, and the training room.

See
Skreens.com
&
Learning from the Living [Class] Room

From DSC:
Some of the phrases and concepts that come to my mind:

tvOS-based apps
Virtual field trips while chatting or videoconferencing with fellow learners about that experience
Virtual tutoring
Global learning for K-12, higher ed, the corporate world
Web-based collaborations and communications
Ubiquitous learning
Transmedia
Analytics / data mining / web-based learner profiles
Communities of practice
Lifelong learning
24×7 access
Reinvent
Staying relevant
More choice. More control.
Participation.
MOOCs — or what they will continue to morph into
Second screens
Mobile learning — and the ability to quickly tie into your learning networks
Ability to contact teachers, professors, trainers, specialists, librarians, tutors and more
Language translation
Informal and formal learning, blended learning, active learning, self-directed learning
The continued convergence of the telephone, the television, and the computer
Cloud-based apps for learning
Flipping the classroom
Homeschooling
Streams of content
…and more!

Addendum:

Check out this picture from Meet the winners of #RobotLaunch2015

Packed house at WilmerHale for the Robot Launch 2015 judging – although 2/3rds of the participants were attending and pitching remotely via video and web conferencing.

Learning Ecosystems

Learn a new language in virtual reality [Ergürel]

“Chatbots-The Next Big Thing,” + “MyPrivateTutor Releases Chatbot for Finding Tutors” + other resources/reflections re: chatbots

Duolingo introduces chatbots to hone your conversational skills [Starr]; From DSC: This could be huge!

New forms of HCI raise numerous career-related and curriculum-related questions for us [Christian]

A variety of items that show that VR & AR are already here; plus other items that show what to expect in the near future

Categories

Tags