The MOOC of One
I want to talk about the MOOC of
one. What I mean by that is I want to talk about the development of the MOOC or
the Massive Open Online Course. I'm one of the people who designed the concept
originally in 2008. I want to explain myself so that you know what we did and
why we did it. And I want to lead into a discussion of what will follow, what
the next generation technology will be to follow after the MOOC.
I want to do a bit more than that. I
want to begin this conference challenging you to rethink some of your
perceptions about what it is to teach, what it is that an education is supposed
to provide. We have this picture in our mind that an education is to shape or
to transform, or in some way make somebody something, whether that somebody be
a doctor, whether that somebody be a responsible member of society, whether
that somebody be employed or an entrepreneur.
I want to begin by asking the
question, "What does it mean to be one person?" What does it mean to
be, say, Valencian? What does it mean to be a doctor? We have this intuitive
idea that we think we understand when we begin to educate someone, we're going
to make somebody a doctor, but what does that mean? I'm not sure we even know,
and a major part of the reason we developed the MOOC is to challenge our
thinking around some of these ideas.
In the traditional course, and that
includes the traditional online course as well as the traditional offline
course in traditional education (Pape talked about it as well) we have this idea
that there is the authority at the center who will throw content at you - lots
of content, piles of books, piles of video, and hope some of it sticks.
Even the MOOCs, the Massive Open
Online Courses, that have followed the MOOCs that were developed by George
Siemens and myself, the courses offered by Khan Academy, Coursera, Udacity, Udemy, and the rest are all based on the idea of some body of content.
Is being one being the same? That's
kind of a hard question. It's not even clear what I mean when I ask that. Let's
take doctors. Does being a doctor mean having exactly the same knowledge as
every other doctor? No.
Pape told us quite reasonably,
different people work in different contexts. If they all had the same knowledge
they might be useful in one place, perhaps New York General Hospital, but not
useful in another place like Moncton General Hospital where I live.
Two contexts, two ideas of doctor.
Just throwing content at people, cannot be sufficient to create doctors. It's
the same with being a Valencian, or being a pine tree, or being anything else.
It's not just being the same thing. Is everybody in Valencia the same? As I
walked all around the city yesterday, I can tell you they are not!
What is it to be a Valencian? Think
about that. If we're trying to promote cultural awareness say, "What does
that mean? Do you have everybody memorize the Valencia song?" No. George
Siemens and I created the MOOC, the Massive Open Online Course, to challenge
some of these ideas.
People often ask us, "What do
you mean by MOOC?" We say, "Well, Massive Open Online Course."
They say, "No. What do you mean by MOOC?"
What I mean is massive, not
massive in the sense that we saying not or that we reach 1,000, 10,000, 1
million people. Anything can be massive in that way.
Sea weed is massive in that way. What I mean is massive by design, massive in
the sense that it can continue to scale without losing its essential shape.
In a typical course, the more you
scale, the more you begin to depend on the central professor, the more elevated
the central professor gets, and at some point, you have this iconic figure at the
front of the room talking to all the masses. That becomes something very
different from education where it was just and your friends figuring out how to
put a truck together.
Education changes. Traditional education
changes when you make it massive. We wanted to design a system that could scale
without changing the nature of learning.
Open, by open, we meant free,
gratis, en français and libre. Free as in beer, free as in open, free as in the
doors aren't closed. Free, as in you can do what you want with it.
By online, we meant online. The
reason why we meant online is because we understood that if we required somebody
to actually physically attend our classroom, people in Africa, and people
in India, and people in Europe would not be able to take their course, and we
wanted them to.
And course is certainly an odd thing,
but a course is something really, very simple. A course is something that
begins, something that ends, something that has a topic, and that's about it.
You might ask, "Well, why courses? Why not communities, video collections
or whatever?"
We wanted to have something small
that you can involve yourself in without committing yourself to for the rest of
your life. You join a community, you're stuck with it, but the course, you have
the happy knowledge that eventually this course will end, and you're out of it.
This is what our Massive Open Online
Course looks like. Our Massive Open Online Course has a little website in the middle,
but mostly what the Massive Open Online Course is about is the set of
interactions between the participants.
What we've done, very deliberately,
in our open online courses, is to create this kind of network structure, so
that the promotion of information, the distribution of content, is a very, very
minimal part of what the online course is.
We've done a number of courses in
this model. We began with the course called 'Connectivism and Connective Knowledge 2008,' and that's popularly known as the first MOOC. It became
massive only by accident. We set it up, we expected about 22 students. We got
about 2,200 students. We were very surprised by this, particularly since the
topic isn't exactly widely popular. 'Connectivism and Connective Knowledge' who signs up for that? Artificial intelligence, yeah, I can
get that.
We did more courses. We did one called "Personal Learning
Environments Networks and Knowledge," PLENK. George named that course. I
had nothing to do with it (the name). We had a 30‑week marathon course
called "Change," in which we learned that 30 weeks is too long to
have a Massive Open Online Course. We had one on the future of higher
education. We did that one with the Chronicle of Education, EDUCAUSE and the
Gates Foundation. That was very short course. It was over before it even
started.
Right now we've just, in the past
week, launched a course in French, a French language course called REL,
Ressources Educatives Libres, Open Educational Resources 2014. We have about
1,000 people attending this course.
We've got some experience behind
this. We're beginning to figure out what it is that makes a MOOC work, what it
is that makes a MOOC not work. We've applied these lessons to open online
learning generally.
One of the things I've learned to
expect in the first weeks of every single course that we offer are complaints.
So many complaints the first week.
"Reading this course is like
reading a dictionary," they say. Or there's always someone, "I can't
find anything. Where's the nice, easy navigation?" Or there's always
someone, "I don't know what to do. Tell me what to do. I don't know what
to do. Tell me what to do."
Always people complaining.
"There's too much content to read." I say, "Well, pick something
then, and read that." "Just pick something." "No..."
[laughter]
In a sense, I don't blame them. I get
it. It's confusing. It's hard. It's awkward. It would be so nice if we just
gave you a series of videos and told you "Follow this path. Do this thing.
This is the process. That's what we all want."
Instead we give them this. Look at
that mess. That's the course we designed out of the box, and then we told our
students ‑‑ our participants, as I prefer to call them ‑‑ to take that, and add
on to that, however they wanted.
We did not want to tell them what to
do. We had people create groups in Second Life. This was back in 2008.
Second Life was still a thing. We had people create Google Groups
in the REL course. That's happening right now. There are Google Groups set up.
There's a Facebook group that's set up. There's a Twitter hashtag that people
follow.
People spin off and create their own
communities, their own version of this course. I try to convince Robert, who's
my partner, Robert Gregoire, in presenting this course: people never go to the
website. And it's true. They don't go to the website. They're too busy taking
the course to go to the website.
People want process. Let's think
about that. Is that how we become 'one'? Is that how we become a doctor? If we do
the right things in the right order, that will make us a doctor. Does that seem
right?
There's a whole school of thought,
or multiple schools of thought, out there in the world. In the history of
philosophy, different ways of defining identity. Operational. You are such‑and‑such
if you do this kind of operation in this way.
Telephone operators are like that. I
guess they don't do that anymore, but there used to be people in telephone
offices that connected lines for you. They did everything very precisely, in
the right way. I'm showing my age here.
Sometimes people define somebody in
terms of the function or the purpose or the similarity of method that they use.
We wonder is that what we mean. Is a doctor just a person who does things in
the doctor method?
No. Not really. That's not really what
we're training them to be. So there's got to be something more to learning to
be a doctor than just serving the right function.
What about teleological? We hear
this a lot. The course should have objectives, and if you satisfy those
objectives, you will thereby have become a doctor or a Valencian or a pine tree
or whatever.
But that doesn't work either. You
can have all the objectives in the world, but still not be the thing that you
wanted to be. Why not?
Philosophers have worried about this
long before I have. There's a guy call Thomas Nagel. He looked at theories of
identity based on operation, or function, or objective, or goal. He said,
"These are empty because they miss the aspect of what it feels like."
I think that's pretty important. To
be a Valencian is to feel like a Valencian. Isn't it? I don't really know what
that feels like, because I know I'm not one.
He wrote a paper, Nagel did, called
"What Is It Like To Be a Bat?" That's really interesting because we
could do everything a bat does and still not know what it's like to be a bat,
because there's a certain sense in which it feels like something to be a bat.
There's a whole basis for
definitions of educational method based on feel like this. It's the idea of
creating the experience of being such‑and‑such. You want to teach somebody to
be a doctor? You create the experience of being a doctor. You want someone to
be an entrepreneur? You create the experience of being an entrepreneur, very
much like what we just heard.
There's a lot of merit and a lot of
validity to that. This is where we see theories like discovery learning and
experiential learning coming into play. I happen to think there's a lot to the
idea of having the experience.
Thomas Kuhn ‑‑ who wrote "The
Structure of Scientific Revolutions" ‑‑ when he was asked, "What is
to be a physicist?" He said, "Well, it's not knowing a whole bunch of
things. It's seeing and feeling the world in a certain way. It's knowing how to
answer the problems at the end of the chapter."
The problems at the end of the
chapter never have anything to do with what's inside the chapter. If you've
ever taken physics, you know what I mean. They're tests of a way of seeing the
world, not just a reciting of facts.
What is it to create a doctor? What
is it to create a Valencian? We create the experience.
I saw them doing that.
In Valencia yesterday, I walked around the city, and in the air, they are
throwing firecrackers and lot of firecrackers and having celebrations and
eating in the sidewalk cafes in great big pans of paella. People are in the
city learning what it feels like to be Valencian.
We have that aspect because it's a
really important aspect in our MOOCs. The idea of creating this underlying
network or layer of support that gives people the interaction and the experience
that they need to have in order to feel like what it is to be such‑and‑such.
Our first course, Connectivism and
Connective Knowledge 2008, it was about being an educational technologist (we
love recursion). We are teaching people how to be like us.
What we tried to do is create this
experience and what it's like to be an educational technologist. We built the
resources and we have people create their own resources. We set up this whole dynamic
web.
From a provider perspective, this
all makes a lot of sense. If you're seeing this from the perspective of the
institution giving the learning, we're really on to something here. We have the
students create content, we have students who are receiving content.
We have some course content that
we're throwing into the mix. We have maybe events, recordings, all the elements
there in our course of a whole community, really. Our course could be Valencia.
It isn't obviously, but it could be.
All the structures are there, the
experiences, the ways of speaking, the conversation with each other, the doing
things, the making things, of finding your path around the city, all of that.
We have created the experience of being an educational technologist. That's what
we tried to do in the course.
But that's not enough. It turns out that our
feelings are notoriously unreliable. I feel like I'm a doctor. I'm not.
Think
about personal identity. What makes you, you? Most people say, I feel, I have
my memories. I have my thoughts, my stream of consciousness. Of course the first question that
comes up is what happens to you when you're sleeping then? Where do you go? The
feeling of something disappears. Our memories go away. What happens to them when we're not
having them? Do they no longer exist? Simply, our sensation of the experience
is not enough. We need to build more into it.
I'm glossing over a lot here. There
have been over the 20th century two major approaches to this question, which
I'll call 'The Big Answer' and 'The Small Answer'. Yes, I made those terms up at
about 2 AM last night, and I'm very sorry. Now you know what I do the day
before a talk.
The Big Answer is this. We have the
experience. Think of it as a movie screen or a computer screen. It's in my
head. We have the experience and what creates that experience is we turn the
camera out into the world and our experience is of the world.
What we're doing as students is
trying to make sense of that experience. That's an approach to education based
in semiotics, in meaning, in context, in representation and it's an approach to
education based on not just what we feel, but objective external fact. There is
a lot of sense to it.
This is where we get things like
social constructivism or even empiricism or logical positivism where there is
learning. We are trying to construct, or make sense of, or make meaning out of
the perceptions that we have out there of the world. That's the Big Answer.
I'm glossing over very quickly here,
but this is fun.
What's the Little Answer? Instead of
the camera pointing out there, you turn the camera in and point it in here. Why
not? Here are our experiences. Whether we're pointed out there or pointed in
here we know, we're going to see the same thing.
The littler answer is we're trying
to make sense of our own awareness, our own cognition, our own understanding.
The Little Answer is based on a primacy of reason, it's based on critical or
digital or whatever literacy's. It's based on the idea that we can look at
whatever our mental contents are and make sense of them.
Education is a process of making
sense of these things. Sounds great. Social constructivism, neuro‑constructivism,
it's a very popular approach to learning, so much better than dumping content
on people, so much better than trying to make people just do the right
functions, so much better than just experience, because now our experience has
a context and a frame.
A significant part of the
educational world is in agreement with this, and they have good reason to be.
Frankly, this is where I think George Siemens is. George Siemens is smack dab
in the middle of the Big Answer.
I think that his version of
connectivism is social constructivist of some sort with a network overlay. I
take it a step further, because here is my problem: there is no one to do the
constructing.
Think about it. Here is my screen,
here is my camera pointed out, pointing in. Who is doing the making of meaning?
There isn't some other little guy looking at all my perceptions, figuring
things out, because then he would have to have a camera too to look at my
perceptions.
That's the problem with social
constructivism. There is no constructor. There is no person other than the
learner themselves to do the constructing. There is no little man, there is no
camera. That picture I just gave you, the Big Answer and the Little Answer - take the camera away. There is no camera.
There is no one to construct our representations for us.
Now I've just destroyed every
educational theory there is, what's left? I'm very sorry about. What's left is
this screen, except it's not just a screen. That's an idea from the 1,600s,
this idea that there is this tabula rasa on which you have senses that make
little impressions.
Actually, this is a very special
kind of screen we have, which is our mind, our brain. It is in fact a self‑organizing
network. Interestingly, so is Valencia, and interestingly, so is a group of
crickets and indeed, pretty much any large number of things than can interact
to together, are self‑organizing networks.
They are at once perceptual systems
and reasoning systems. There is no constructor. The thing that has the feelings
is also the thing that organizes the feelings. That makes sense doesn't it?
I know, I've got to tell you more of
a story than it. I've got to prove it with numbers and logic. I've got to show
you working examples. I get that. It's a half hour talk. You'd have to give me
some slack.
How do these self‑organizing
networks work? There are some design principles that make good ones as compared
to bad ones. What's a good one, what's a bad one, we can talk about that.
In general, human neural networks,
student educational experiences, the cities, ecosystems and anything else you
want to create a network out of work better if they satisfy the following four
criteria.
Autonomy, the individuals in the
network makes their own decisions.
Diversity, being one isn't about
being the same. Let me repeat. Being one isn't about being the same. Being a
Valencian isn't about being the same, being a pine tree isn't about being the
same, being a doctor isn't about being the same. Diversity, in fact, is what
makes being doctors possible.
Interactivity, the knowledge created
by a network is created by the interaction between its members and, as we would
say, is emergent from its members and is not simply the propagation of one
person's opinion to another, to another, to another, to another. Everybody
contributes together to make knowledge.
There is no one person out there who
is the person in charge of what it is to be a Valencian. This concept is
ridiculous.
This is why when Pape says,
everybody has something to contribute, everybody has something to contribute,
because what it means to be a Valencian is determined by the totality of
activities, thoughts, expressions, being of every single person in that city.
You take one person away, Valencia
is different. Kind of an important realization. Your approach to learning
changes when you realize that.
Finally, openness, because networks
cannot work if they are closed. Networks cannot work if there are barriers to
communication, if there are barriers to entry, if only some kind of messages
are allowed.
These are the design principles. You
don't have to like them. It's an empirical matter as to whether or not networks
that have them function better. My proposition is take a bunch of networks,
test them against these principles. You will find that they worked better if
they're going to shape these principles. Don't trust me. Go test it.
That leads us to this concept of
personal learning. What is personal learning? We talked about MOOCs, talked
about it open online learning, all of that. I'm going all way
from massive courses to talk about individual personal learning. Why?
Because the approach of a MOOC is based on the idea that individual people as
defined by that screen, that's self‑organizing screen are taking the course.
This is the thing.
When we design these MOOCs, we
realized every single person taking our course is going to be different.
Some use Internet Explorer, some of them use Firefox, some use Opera,
who knows why, some even use Safari (and nothing works in Safari! [laughter]). Different languages, different cultures. Some people want to get the
knowledge, some people want to socialize, some people want to meet other
people.
We had one person in our first
course, the sole purpose of their membership in the course was to call George
and I techno‑communists. That's what they wanted to do. That's cool. We've gave
them their chance and they did that and everybody went on their way. The whole
idea of the MOOCs the way we built it is based on the idea that each person is
a self‑organizing, perceiving, and reasoning system of neurons (and the course as a whole each person is
a self‑organizing, perceiving, and reasoning system of people).
In our MOOCs, there's no constructor
of things. MOOCs (and people) are self‑organizing networks that process and organize perceptions in a natural automatic way given that they are provided proper
nutrition, diversity, openness, autonomy, and the rest.
From the student's
perspective, if they're taking the MOOCs - reflect on your own experience
here for a second - they're right at the center. Goodness, they might even be taking
more than one MOOC at a time. From different institutions at the same time, I
know it's heresy but they might be doing that. They might be communicating on WordPress or on Flickr delicious, posting videos on YouTube, but they're
always at the center of their Internet sphere.
That's basically how we, in developing
the next phase - remember I promised a new technology after MOOCs - but here is
what it looks like. It's really MOOCs Mark II, but now we're telling the story
from the perspective, not of the education provider, but from the perspective of
the individuals who are participating in the learning.
We understand that they are
perceiving and reasoning self‑organizing networks. They will be coming into this with that capacity, but with those needs, and therefore what we're attempting to do,
we're creating something called learning and performance support system (I'm
really sorry about the name) to provide that measure of support.
In practical concrete terms,
technological terms, and I can only gloss over this at the center is a personal
learning record where a person keeps their learning records and everything
related to do with their learning.
We have support for a resource repository
network to access all of these resources out there in the world. A personal
cloud to allow them to store their photos, videos, et cetera, wherever they
want.
A personal learning assistant (no we don't mean an iPod, no we don't mean
an app) - what I mean is a way of projecting the capacities of this system of the
personal learning environment and of the associated learning resources, MOOCs,
et cetera into whatever environment they find themselves. Maybe it's into a mobile phone,
maybe it's into a computer, maybe it's into a car.
I like to tell the story of
a fishing rod. The fishing rod is very smart. It's connected to your LPSS, to
your personal learning environment, and your fishing rod would help you learn
how to fish, and it will complain if you do it improperly. Fishing rods are known for having
short tempers.
And for what we call an automated competence development and
recognition which is a long way for understanding and again come back to a path
here. Understanding what the gaps are in our knowledge, what resources we need
in order to obtain the knowledge, obtain the resources, become the kind of
person we want, help us self organize into being whatever it is that we're
trying to be.
There's some more organized
description of the same project. The blue things there are the reserach projects that
I've showed you, research repository networks, and the rest. We're working with
different organizations and companies to provide extensions of the service and
we're working with education providers and the rest of the Internet in order to connect up the learning resources that are available around the world, from
different MOOCs and different learning providers into each individual person's
personal learning environment.
So what is it to be 'one' after all that?
In a sense, to be one is to know that you are one, to know that you're a
doctor, to know that you're a Valencian.
But what does that mean? If you look at
how these self‑organizing, perceiving, reasoning networks worked, basically
what they are - and I'm glossing - they're pattern recognizers. Now that's a simple
two word explanation and more complex functionality, but it will do.
So, if you're Valencian (are any of you
Valencian here? How many of you are Valencian? One, two, three) you recognize
that building (don't you? I assume you do because you're really a bad example
if you don't) and the point here is that there isn't some sort of set of
conditions, set of sameness, functionality, all that big long, long definition, et cetera.
You look at the building you recognize it. How does that happen? Because you're self‑organizing, perceiving, reasoning neuro‑network is the kind of think that
recognizes things.
How does one doctor know that another person is a doctor? The
doctor recognizes another doctor. To be one is to know. To know that one is a
doctor, a Valencian or whatever is to recognize that they are. It's a matter of pattern
recognition, a perceptual property.
And finally to be one is to be you. Now,
everybody talked about massive open online learning. I don't care about the
massiveness of open online learning. It's important - that there are seven
billion people in the planet, whatever we do has got to work for everyone of
them - but it's only going to work for every one of them, one person at a time. There's no other way of doing it.
There's no other way of doing it
because there's no other way that's going to be genuine. There's no other way
that's going to be effective. What makes the MOOCs special is that each person
taking the MOOCs makes it their own. They create and shape their own learning
according to thier own needs and their own interests, their own values, their
own objectives. And that to me is what learning and
education is all about.
So I hope you're thinking about these things. The
different ways of knowing how something is one, the different ways of knowing
whether you've trained someone to be a doctor, incultured them into being a Valencian, or just persuaded them to recognize pine trees.
Think about these things as is hear
the presentation and think about the views of learning in education underlying
the different presentations that you'll hear over the next three days. These
slides and way too many more presentations are all available on my website and I
thank you for your kind and patient attention.
Great ideas Stephen, thank you for sharing/teaching/communicating. It's a little difficult to get the idea of learning networks (courses and educational environment) working for and on the basis of neural networks (our minds). I hope my neural network can recognize this pattern correctly. There are still a couple of questions that make me write here: 1) Is it a kind of fractal structure when a part (a person's mind) is to some degree similar to the whole (the learning network)? 2) If yes, can we think about the learning network as about a sort of mind?
ReplyDeleteWhile it's tempting to say there is a fractal structure wherein the patterns in an individual mind reflect the patterns of society-wide knowledge, I'm inclined to think that such a relationship isn't the case, because a fractal structure is created through a reiteration of the same algorithm or function across fractions of the original structure, and I don't think any such sfunction operates on both society and individual minds.
ReplyDeleteProbably very simplistic but are we looking here at self organised learning groups who are brought in contact via the platform and use the MOOC as a common resource?
ReplyDeleteProbably very simplistic but are we talking here about the formation of new style self organised learning groups who are "brought together" via the platform and use the MOOC as a common resource? If this is successful, are there implications for other types of self organised learning groups which may have formed in other ways?
ReplyDeleteThat's a fair description. I'm not sure of the other self-organized learning groups - I think they would see this as a tool to augment their existing communities.
ReplyDeleteMOOCS is pretty much like cooking shows in some cable tv. You start looking at them wanting to learn something to improve your next meal. Everything looks easy to do, you believe you have all the tools inside the house, but suddenly somebody comes up with the need for a special Guatemalan pepper, or a brown sugar made in Jamaica. "No problem", thinks the audience, just order it thru the internet from…Well, that’s the problem: No matter which teaching school or ideology prepared you for the ongoing life learning, there is a limit. This limit is the noise that gets into the context of the message you were delivering. The noise has mostly the concreteness of a couch. The question is if we want to help them find the right links to keep moving, or just wait for the good participants to filter the noise down.
ReplyDeleteI like the idea of 'massive' being individualistic. From experience, I do wonder whether the average student will see the benefits and how they will cope with self-direction and organisation. Likewise, the 'must have' drive institutions appear to be adopting may detract from this idyll. Nevertheless, I am inspired by your ideas and plan to take them forward.
ReplyDelete