The error I see many beginning to make is forgetting about the diverse needs of our younger students or, worse, pushing tools intended for older students on younger ones. When considering immersive technology resources for our early elementary students, I’ve shared some important, practical areas to keep in mind.
VIA (very important article):
McDougall, J., Readman, M., & Wilkinson, P. (2018). The uses of (digital) literacy. Learning, Media and Technology, 43(3), 263–279. https://doi.org/10.1080/17439884.2018.1462206
The jigsaw classroom is a research-based cooperative learning technique invented and developed in the early 1970s by Elliot Aronson and his students at the University of Texas and the University of California. Since 1971, thousands of classrooms have used jigsaw with great success.
STEP ONE
Divide students into 5- or 6-person jigsaw groups.
The groups should be diverse in terms of gender, ethnicity, race, and ability.
STEP TWO
Appoint one student from each group as the leader.
Initially, this person should be the most mature student in the group.
STEP THREE
Divide the day’s lesson into 5-6 segments.
For example, if you want history students to learn about Eleanor Roosevelt, you might divide a short biography of her into stand-alone segments on: (1) Her childhood, (2) Her family life with Franklin and their children, (3) Her life after Franklin contracted polio, (4) Her work in the White House as First Lady, and (5) Her life and work after Franklin’s death.
STEP FOUR
Assign each student to learn one segment.
Make sure students have direct access only to their own segment.
STEP FIVE
Give students time to read over their segment at least twice and become familiar with it.
There is no need for them to memorize it.
STEP SIX
Form temporary “expert groups” by having one student from each jigsaw group join other students assigned to the same segment.
Give students in these expert groups time to discuss the main points of their segment and to rehearse the presentations they will make to their jigsaw group.
STEP SEVEN
Bring the students back into their jigsaw groups.
STEP EIGHT
Ask each student to present her or his segment to the group.
Encourage others in the group to ask questions for clarification.
STEP NINE
Float from group to group, observing the process.
If any group is having trouble (e.g., a member is dominating or disruptive), make an appropriate intervention. Eventually, it’s best for the group leader to handle this task. Leaders can be trained by whispering an instruction on how to intervene, until the leader gets the hang of it.
STEP TEN
At the end of the session, give a quiz on the material.
Students quickly come to realize that these sessions are not just fun and games but really count.
large data is inherently noisy. \In general, the more “democratic” the production channel, the dirtier the data – which means that more effort has to be spent on its cleaning. For example, data from social media will require a longer cleaning pipeline. Among others, you will need to deal with extravagancies of self-expression like smileys and irregular punctuation, which are normally absent in more formal settings such as scientific papers or legal contracts.
The other major challenge is the labeled data bottleneck
crowd-sourcing and Training Data as a Service (TDaaS). On the other hand, a range of automatic workarounds for the creation of annotated datasets have also been suggested in the machine learning community.
Algorithms: a chain of disruptions in Deep Learning
Neural Networks are the workhorse of Deep Learning (cf. Goldberg and Hirst (2017) for an introduction of the basic architectures in the NLP context). Convolutional Neural Networks have seen an increase in the past years, whereas the popularity of the traditional Recurrent Neural Network (RNN) is dropping. This is due, on the one hand, to the availability of more efficient RNN-based architectures such as LSTM and GRU. On the other hand, a new and pretty disruptive mechanism for sequential processing – attention – has been introduced in the sequence-to-sequence (seq2seq) model by Sutskever et al. (2014).
Consolidating various NLP tasks
the three “global” NLP development curves – syntax, semantics and context awareness
the third curve – the awareness of a larger context – has already become one of the main drivers behind new Deep Learning algorithms.
A note on multilingual research
Think of different languages as different lenses through which we view the same world – they share many properties, a fact that is fully accommodated by modern learning algorithms with their increasing power for abstraction and generalization.
Spurred by the global AI hype, the NLP field is exploding with new approaches and disruptive improvements. There is a shift towards modeling meaning and context dependence, probably the most universal and challenging fact of human language. The generalisation power of modern algorithms allows for efficient scaling across different tasks, languages and datasets, thus significantly speeding up the ROI cycle of NLP developments and allowing for a flexible and efficient integration of NLP into individual business scenarios.
Ellis, D. A. (2019). Are smartphones really that bad? Improving the psychological measurement of technology related behaviors. Computers in Human Behavior, 97
Conclusions sur- rounding use have therefore been
largely negative and smartphones have repeatedly
been associated with depression (Elhai, Dvorak,
Levine, & Hall, 2017), anxiety (Richardson,
Hussain, & Griffiths, 2018), disrupted sleep
(Rosen, Carrier, Miller, Rokkum, & Ruiz, 2016),
cognitive
impairment (Clayton,
Leshner,&
Almond, 2015), and poor academic performance
(Lepp, Barkley, & Karpinski, 2015). This repeats a
pattern of research priorities, which previously
focused on the ne- gative impacts of many other screen-based technologies, systematically moving
from television and video games, to the internet
and social media (Rosen et al., 2014).
There is also little
evidence to support the existence of the constructs
under investigation (e.g., technology ‘addiction’),
yet many papers and scales continue to use
language associated with a specific diagnosis (see
Panova & Carbonell, 2018 for a recent review).
When it comes to understanding the impact of
technology more generally, there is an intrinsic
lack of high-quality evidence (Ellis et al., 2018a).
Revised psychometric tests may hold some value
in the future, provided they are grounded in
relevant theory and validated accordingly.
Mindfulness in the Secondary Classroom: A Guide for Teaching Adolescents,” (c) 2019 by Patricia C. Broderick. Used with permission of the publisher, W. W. Norton & Company.
Many of the risky and potentially dangerous behaviors of adolescents—procrastination, disruptiveness, disordered eating, cutting, drinking, violence, taking drugs, technological addiction, and so on—have a common denominator. They likely involve avoiding unpleasant emotional experience by trying to make it go away. The extent to which we do this is a measure of our distress tolerance (García-Oliva & Piqueras, 2016; Simons & Gaher, 2005). We all have our limits, but individuals who are highly intolerant of distress and unable to cope adaptively have quick triggers and are more likely to suffer from a range of psychological and behavioral problems (Zvolensky & Hogan, 2013).
The corporate training market, which is over $130 billion in size, is about to be disrupted. Companies are starting to move away from their Learning Management Systems (LMS), buy all sorts of new tools for digital learning, and rebuild a whole new infrastructure to help employees learn. And the impact of GSuite, Microsoft Teams, Slack, and Workplace by Facebook could be enormous.
The corporate L&D market has been through wrenching change over the last decade. In only 15 years we’ve come from long, page-turning courses to a wide variety of videos, small micro-learning experiences, mobile apps, and intelligent, adaptive learning platforms.
A new marketplace of tools vendors has emerged, most less than five years old, each trying to stake out a new place in the landscape. These includes tools for external content curation, tools to build MOOCs internally, tools to deliver adaptive, micro-learning content, and intelligent tools to help recommend content, assess learning, practice and identify skills gaps.
We know employees badly need these kinds of tools. Employees are pretty overwhelmed at work ,and typically only have 20 minutes a week to set aside for learning. So rather than produce two to three hour “courses” that require page-turning and slow video or animation, we need to offer “learning on-demand” and recommended content just as needed.
These changes will disrupt and change the $4 billion-plus for corporate learning management systems (LMS). Companies like IBM, Sears, and Visa are starting to turn off their old systems and build a new generation of learning infrastructure that looks more like a “learning network” and less like a single integrated platform.
P 4. But all that “disruption,” as people love to collect, is over looking the thing that’s the most disruptive of them all call on the way we relate to each other will never be the same. That’s because of something called presence.
Presence is the absolute foundation of virtual reality, and in VR, it’s the absolute foundation of connection-connection with yourself, with an idea, with another human, even connection with artificial intelligence.
p. 28 VR definition
Virtual reality is an 1. artificial environment that’s 2. immersive enough to convince you that you are 3. actually inside it.
1. ” artificial environment ” could mean just about anything. The photograph is an artificial environment of video game is an artificial environment a Pixar movie is an artificial environment the only thing that matters is that it’s not where are you physically are
p. 44 VR: putting the “it” in “meditation” my note: it seems Rubin sees the 21st century VR as the equivalent of the drug experimentation in the 1960s US: p. 46 “VR is potentially going to become a direct interface to the subconscious”
p. 74 serious games, Carrie Heeter. p. 49
The default network in the brain in today’s society is the wandering mind. We are ruminating about the past, and we are worrying about the future, or maybe even planning for the future; there is some productive thinking. But in general, a wandering mind is an unhappy mind. And that is where we spent all of our week in time: not being aware of everything that we are experiencing in the moment.
Hester’s Open meditation had already let her to design apps and studies that investigated mediate meditations ability to calm that wandering mind
p. 51 Something called interoception. It is a term that is gaining ground in psychologist circles in recent years and basically means awareness of battle associations-like my noticing the fact that I was sitting awkwardly or that keeping my elbows on the cheers armrests was making my shoulders hunched slightly. Not surprisingly, mindfulness meditation seems to heighten interoception. And that is exactly how Heeter and Allbritton Strep throat the meditation I am doing on Costa Del sole. First, I connect with the environment; then with my body; Dan I combined the two. The combination of the VR and interception leads to what she describes as “embodied presence”: not only do you feel like you are in the VR environment, but because you have consciously work to integrate your bodily Sensations into VR, it is a fuller, more vivid version of presents.
p. 52 guided meditation VR GMVR
p. 56 VVVR visual voice virtual reality
p. 57
Just as the ill-fated google glass immediately stigmatized all its wearers as “glassholes”- a.k.a. “techier-than-thou douche bags who dropped $1500 to see an email notification appear in front of their face”-so to do some VR headset still look like face TVs for another it’s
p. 61 Hedgehog Love
engineering feelings with social presence. p.64 remember presents? This is the beginning of social presence. Mindfulness is cool, but making eye contact with Henry is the first step into the future.
p.65 back in 1992, our friend Carrie heeter posited that presence-the sensation did you are really there in VR-head treat day mentions. There was personal presents, environmental presents, and social presents, which she basically defined is being around other people who register your existence.
p. 66 the idea that emotion can be not a cause, as sweet so often assumed, but a result of it of behavior
p. 72 in chapter 1, we explain the difference between Mobile VR and PC driven PR. The former is cheaper and easier; all you do is drop your smart phone into a headset, and it provides just about everything can eat. Dedicated VR headsets rely on the stronger processors of desktop PCs and game consoles,So they can provide a more robust sense of presence-usually at the cost of being hit Earth to your computer with cables. (it’s the cost of actual money: dedicated headset systems from hundreds of dollars, while mobile headsets like Samsung’s deer VR or Google’s DayDream View can be had for mere tens of dollars.) There is one other fundamental distinction between mobile VR and high-end VR, though, and that is what you do with your hands-how you input your desires. When VR reemerged in the early 2010s, however, the question of input was open to debate. Actually, more than one debate. p. 73 video game controllers are basically metaphors. Some, like steering wheels or pilot flight sticks, might look like that think they’re supposed to be, but at their essence they are all just collections of buttons. p. 77 HTC sales small wearable truckers that you can affix to any object, or anybody part, to break it into the Vive’s VR.
p. 78 wait a second – you were talking about storytelling.
p. 79 Every Hollywood studio you can imagine-21st Century Fox, Paramount, Warner Bross.-Has already invested in virtual reality. They have made VR experiences based on their own movies, like interstellar or ghost in the Shell, and they have invested in other VR companies. Hollywood directors like Doug Liman (Edge of Tomorrow) and Robert Stromberg (Maleficent) have taken VR project. And the progress is exhilarating. Alejandro GOnzalez Inarritu, a 4-Time Oscar winner for best director 2014 movie Birdman, won best picture, received this special achievement Academy award in 2017 for a VR Schwartz he made. Yet Carne Y Arena, which puts viewers insight a harrowing journey from Mexico to the United States, is nothing like a movie, or even a video game.
When you premiered at the Cannes film Festival in early 2017, it was housed in an airplane hangar; viewers were a shirt, barefoot, into a room with a sand-covert floor, where they could watch and interact with other people trying to make it over the border. Arrests, detention centers, dehydration-the extremity of the human condition happening all around you. India announcement, the Academy of motion picture arts and sciences called the peas “deeply emotional and physically immersive”
p. 83 empathy versus intimacy. Why good stories need someone else
p. 85 empathy vs intimacy: appreciation vs emotion
Both of these words are fuzzy, to say the least. Both have decades of study behind him, but both have also appeared and more magazine covers in just about any words, other than possibly “abs”
Empathy: dear Do it to do identify with and understand dollars, particularly on an emotional level. It involves imagining yourself in the place of another and, therefore, appreciating how do you feel.
Intimacy: a complex sphere of ‘inmost’ relationships with self and others that are not usually minor or incidental (though they may be a transitory) and which usually touch the personal world very deeply. They are our closest relationships with friends, family, children, lovers, but they are also the deep into important experiences we have with self
Empathy necessarily needs to involve other people; intimacy doesn’t. Empathy involves emotional understanding; intimacy involves emotion itself. Empathy, at its base, isn’t act of getting outside yourself: you’re protecting yourself into someone’s else experience, which means that in some ways you are leaving your own experience behind, other than as a reference point. Intimacy, on the other hand, is at its base act of feeling: you might be connecting quit someone or something Else, but you are doing so on the basis of the emotions you feel. p 86. Any type of VR experience perfectly illustrates the surprising gap between empathy and intimacy: life action VR. p. 87 unlike CGI-based storytelling, which full somewhere in between game in movie, live action VR feels much more like the conventional video forms that we are used to from television and movies. Like those media, people have been using VR to shoot everything from narrative fiction to documentary the sports.
p. 92 every single story has only one goal at its base: to make you care. This holds true whether it is a tale told around a campfire at night, one related to a sequence of panels in the comic book, or dialogue-heavy narrative of a television show. The story might be trying to make you laugh, or just scare you, or to make you feel sad or happy on behalf of one of the characters, but those are all just forms of caring, right? Your emotional investment-the fact that what kept us in this tale matters to you-is the fundamental aim of the storyteller.
Storytelling, than, has evolved to find ways to draw you out of yourself, to make you forget that what you are hearing or seeing or reading isn’t real. It’s only at that point, after all, that our natural capacity for empathy can kick in. p. 93 meanwhile, technology continues to evolve to detaches from those stories. For one, the frame itself continues to get smaller. Strangers still, this distraction has happened well stories continue to become more and more complex. Narratively, at least, stories are more intricate then the have ever been. p. 94. Now, with VR storytelling, the distracting power of multiple screens his met it’s match.
p. 101 experiencing our lives- together
What videos two cannot do, though, he’s bringing people together insights VR, the way re-McClure’s sinking-multicoloredat-blogs-at-each-other tag-team project is VVVR does. That’s why even V are filmmaking powerhouses like Within ( https://www.with.in/get-the-app) are moving beyond mere documentary and narrative and trying to turn storytelling into a shared experience.
Make no mistake: storytelling has always been a shirt experience. Being conscripted into the story, or even being the story.
p. 103 like so many VR experiences, life of us defies many of the ways we describe a story to each other. For one, it feels at fonts shorter and longer than its actual seven-minutes runtime; although it’s seems to be over in a flash, flash contains so many details that in retrospect it is as full and vivid is a two-our movie.
There is another think, though, that sets life of us apart from so many other stories-it is the fact that not only was I in the story, but someone else was in there with me. In that someone wasn’t a field character talking to a camera that they some calling about it, or a video game creature that was programmed to look in ‘my’ direction, but a real person-a person who saw what I saw, a person who was present for each of those moments and who know is inextricably part of my old, shard-Like memory of them.
p. 107 what to do and what to do it with . How social VR is reinventing everything from game night to online harassment.
p. 110 VR isn’t given Romo’s first bet on the future. When he was finishing up his masters degree in mechanical engineering, a professor emailed him on behalf of two men who were recruiting for a rocket company there were starting. One of those man was a Elon musk, which is how Romo became the 13th employee at space X. Eventually, she started the company focusing go solar energy, but when the bottom fell out of the industry, she shut down the company and looked for his next opportunity. Romo spent the next year and a half researching the technology and thinking about what kind of company might make sense in the new VR enabled world. He had read Snow crash, but he oh soon you get our hopes for DVR future could very well end up like gay themed flying car: defined-and limited-bite an expectation that might not match perfectly which what we actually want.
p. 116 back in the day, trolling just trim forward to pursuing a provocative argument for kicks. Today, the word used to describe the actions of anonymous mobs like the one that, for instance, Rolf actor Leslie Jones off Twitter with an onslaught of racist and sexist abuse. Harassment has become one of the defining characteristics of the Internet is for use it today. But with the emergernce of VR, our social networks have become, quite literally, embodied.
p. 142 increasing memory function by moving from being a voyeur to physically participating in the virtual activity. embodied presence – bringing not just your head into your hands, but your body into VR-strengthens memories in the number of ways.
p. 143 at the beginning of 2017, Facebook fit published some of its. New Ron’s in internal research about the potential of social VR. Neurons INc. The agency measured eye movements, Brain activity, and pools of volunteers who were watching streaming video on smart phones and ultimately discovered that buffering and lag were significantly more stressful than waiting can line it a store, and even slightly more stressful than watching a horror movie.
p. 145 after the VR experience, more than 80% of introverts — is identified by a short survey participants took before hand-wanted to become friends with the person they had chatted with, as opposed to less than 60% of extroverts
p. 149 Rec Room Confidential: the anatomy in evolution of VR friendships
p. 165 reach out and touch someone; haptics, tactile presence and making VR physical.
p. 171 Zhao laid out two different criteria. The first was whether or not to people are actually in the same place-basically, are they or their stand-ins physically close enough to be able to communicate without any other tools? To people, she wrote, can either have “physical proximity” or “electronic proximity” the latter being some sort of networked connection. The second criterion was whether each person is corporeally there; in other words, is it their actual flesh-and-blood body? The second condition can have three outcomes: both people can be there corporeally; neither can be there corporeally , instead using some sort of stand in like an avatar or a robot; or just one of them can be there corporeally, with the other using case stent in
“virtual copresence” is when a flesh and blood person interacts physically with a representative of a human; if that sounds confusing, 80 good example is using an ATM call mom where are the ATM is a stent in for a bank teller
p. 172 “hypervirtual copresence,” which involves nonhuman devices that are interacting in the same physical space in a humanlike fashion. social VR does not quite fit into any of this category. Zhao refers to this sort of hybrid as a “synthetic environment” and claims that it is a combination of corporeal https://www.waze.com/telecopresence (like Skyping) and virtual telecopresence(like Waze directions )
p. 172 haptic tactics for tactile aptness
Of the five human senses, a VR headset ca currently stimulates only to: vision and hearing. That leaves treat others-and while smell and taste me come some day.
P. 174; https://en.wikipedia.org/wiki/Aldous_Huxley Brave New World. tactile “feelies”
p. 195 XXX-chnage program: turning porn back into people
p. 221 where we are going, we don’t need headsets. lets get speculative
p. 225 Magic Leap. p. 227 Magic Leap calls its technology “mixed reality,” claiming that the three dimensional virtual objects it brings into your world are far more advanced than the flat, static overlays of augmented reality. In reality, there is no longer any distinction between the two; in fact, the air are by now so many terms being accused in various ways by various companies that it’s probably worth a quick clarification.
definitions
Virtual reality: the illusion of an all-enveloping artificial world, created by wearing an opaque display in front of your eyes.
augmented reality: Bringing artificial objects into the real world-these can be as simple as a ” heads-up display,” like a speedometer project it onto your car’s windshield, or as complex as seen to be virtual creature woke across your real world leaving room, casting a realistic shadow on the floor
mixed reality: generally speaking, this is synonymous with AR, or eight at least with the part of AR that brings virtual objects into the real world. However, some people prefer “mixed” because they think “augmented” implies that reality isn’t enough.
extended or synthetic reality (XR or SR): all of the above! this are bought catch old terms that encompass the full spectrum of virtual elements individual settings.
p. 231 in ten years, we won’t even have smartphone anymore.
p. 229 Eve VR is these come blink toddler, though, AR/MR is a third-trimester fetus: eat may be fully formed book eat is not quite ready to be out in the world yet. The headsets or large, the equipment is far more expensive than VR Anthony in many cases we don’t even know what a consumer product looks like.
p. 235 when 2020 is hindsight: what life in 2028 might actually look like.
In 2018 we witnessed a clash of titans as government and tech companies collided on privacy issues around collecting, culling and using personal data. From GDPR to Facebook scandals, many tech CEOs were defending big data, its use, and how they’re safeguarding the public.
1. Companies will face increased pressure about the data AI-embedded services use.
2. Public concern will lead to AI regulations. But we must understand this tech too.
In 2018, the National Science Foundation invested $100 million in AI research, with special support in 2019 for developing principles for safe, robust and trustworthy AI; addressing issues of bias, fairness and transparency of algorithmic intelligence; developing deeper understanding of human-AI interaction and user education; and developing insights about the influences of AI on people and society.
This investment was dwarfed by DARPA—an agency of the Department of Defence—and its multi-year investment of more than $2 billion in new and existing programs under the “AI Next” campaign. A key area of the campaign includes pioneering the next generation of AI algorithms and applications, such as “explainability” and common sense reasoning.
Federally funded initiatives, as well as corporate efforts (such as Google’s “What If” tool) will lead to the rise of explainable AI and interpretable AI, whereby the AI actually explains the logic behind its decision making to humans. But the next step from there would be for the AI regulators and policymakers themselves to learn about how these technologies actually work. This is an overlooked step right now that Richard Danzig, former Secretary of the U.S. Navy advises us to consider, as we create “humans-in-the-loop” systems, which require people to sign off on important AI decisions.
3. More companies will make AI a strategic initiative in corporate social responsibility.
