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Archive for the ‘open education’ Category

It’s a question of core values (comment in Times Higher Ed)

Tuesday, February 7th, 2012

A couple of weeks ago I wrote a post on Apple’s move into the textbook world. It got quite a lot of attention and I wrote a slightly longer version for publication in the Times Higher Ed. I managed to add a little context from other initiatives in the field, including MITx. The full THE piece is here and a brief excerpt below:

Apple’s vision is a walled garden that offers a carefully curated experience to those willing to lock themselves into it. It will be shiny and beautiful, but education will be a commodity and Apple the company through which we will consume it.

MIT’s vision is bolder. It sets us on the course to an educational future in which anyone, regardless of background, budget or location, has access to a high-quality education – even those who don’t own iPads.

Apple Edu = It’s a revolution, just not ours.

Friday, January 20th, 2012

What a week. On Wednesday the Interwebs shut down. On Thursday Apple revolutionized textbooks. What will Friday bring?

But after the hype has settled down (and yes, it was hard not to get a little swept away by all the great sounding announcements) we wake up with a slight hang-over this morning. Audrey Waters went so far as to call the revolution off and slammed Apple for this “slap in the face to educators and students.”

She is spot on, but leaves out one key point. This really is a revolution. It’s just not ours (I am still trying to decide if it wasn’t even intended for us, or if it just fell short.)

  • Yes, digital textbooks change little about the format and model of instruction that involves a textbook. Digital textbooks do not bring truly richer and more engaging ways to learning.
  • Yes, the cost at K-12 level are too high. In fact, if you add in the cost of the device (discounted over let’s say 4 years) using this to supply a school with textbooks is likely to be more expensive.

Those are two good reasons why  it is not the revolution we know was possible, but those things aren’t enough to discourage the majority of Apple’s vast iOS empire and the many who will join it as a result. And that is the revolution here.

What Apple did to the textbook is combining App Store and iTunes. And in the same way those innovations changed the software and music industries, will this change the textbook industry. It creates an infrastructure that let’s individual producers market their products to the end-user. That infrastructure is locked down physically as well as wrapped in multiple lawyers of legal barbed wire, but it is convenient enough for people to use it. And the content collection is seeded with books from the big players.

That all sounds familiar from previous Apple revolutions. Just as familiar will be what happens next. Prices will come down (just as they did in iTunes where we have more variable pricing now and the App Store that made software something you can buy for a few bucks), quality will go up (just as it did in iTunes which originally only offered low-quality MP3 files) and there will be an army of textbook authors submitting their works (just as the App Store mobilized a huge army of software developers). And all of those things are good for education.

But there will be a format scuffle and it remains to be seen if Apple supports an open or at least universally supported standard, or establishes its own. There will be examples of innovative textbooks and products that Apple locks out of their system to prevent competition. And other more promising approaches and companies are going to be overshadowed by the sheer media muscle of Apple’s initiative. All of those things are bad for education.

This is not a radical innovation because Apple doesn’t do radical innovation. MITx is a bold promise, this isn’t. But Apple’s strength is bold marketing not innovation. Apple innovations remain carefully close enough to the status quo to make immediate sense to a mainstream market. Yes, the experts will always point out the flaws and shortcomings (and they are usually right) but the easiest way to sell something new is to make it look and feel like something that customers are familiar with and understand. iBooks2 and iTunesU are close enough to what we have now that they may get the kind of traction that is harder to get with more innovative approaches. And while iOS devices may not be widespread among a general student population yet (and certainly not in developing countries), Apple’s distribution funnel that let’s them push content to these devices may get them the early uptake they need to pull more users in.

What this does is change another existing industry by making its products more elegant, more convenient, and reducing inter-mediation necessary to connected users and producers. And that is huge. But it’s not as huge as kicking off an education revolution. So let’s get back to work and make that part happen ourselves. To be honest, I am almost relieved that Apple did not manage to build the Young Lady’s Illustrated Primer: a Propædeutic Enchiridion even if that had felt more like our revolution. But I want our revolution to be free and open and not part of something called an ecosystem that is really a distribution system.

 

Flash Grant for Hackerschool

Thursday, January 12th, 2012

One of the many cool things about being a Shuttleworth Foundation fellow is that I get to give away a “Flash” grant each year to people who are doing cool stuff. It’s a no strings (almost) attached 5000 USD and could be a first step towards a full fellowship application.

I decided to give my Flash grant to David Albert who started something called Hackerschool in New York City. I liked that Hackerschool shares a lot of similar spirit with P2PU and yet it is completely different at the same time.

Read the FAQ for all the details, but in a nutshell – David (and his collaborators) run an intensive face-to-face immersion course for web developers, he compares it to a writers workshop, with an interesting sustainability model. The school itself is free for participants, but companies desperate to hire developer talent pay Hackerschool for recommendations and referrals. Brilliant idea and since they are about to launch round 3 it seems to be working.

Speaking of round 3, applications are open! (And if you have a space in Manhattan or Brooklyn that they could use, send them an email! They were at NYU and Spotify in the past. You’ll be in good company.)

Congratulations to David for his success, and a shout out for the Shuttleworth Fellowship. The Flash grants are a nice addition to an already terrific model.

Learning with a little help from your friends

Monday, November 21st, 2011

Two weeks ago P2PU held its third workshop. This year’s focus was on “getting stuff done” and bringing together people who are working on concrete projects. And we did get a lot done. Check out the etherpad with our notes and visit our new projects board on trello for the details. But we also spent time as a community engaging with the reasons why we got started with P2PU and what it is that holds us together.

Returning to Berlin brought with it a good dose of nostalgia. We held our first ever workshop there in 2009 and we wanted to reconnect to the spirit and excitement of that event. At the time many of us had never met face to face and we weren’t sure what would happen. It turned out that we were not just a group of individuals interested in similar things, but a community with a shared purpose.


P2PU in 2009


Despite all of our different backgrounds, interests, and characters, we connected deeply – both at a personal level and with the idea of P2PU. We became friends and collaborators. And we couldn’t wait to get started. At the time we didn’t want to get bogged down by a long process of defining our vision. We knew what that vision felt like and that was good enough. In order to have a compass to guide our decisions we agreed on three core values of openness, community, and peer-learning and then we set out on the journey.


Barcelona 2010


The three values turned out to be good guides for our original community, but they didn’t convey the excitement and sense of purpose that we felt. They didn’t help new people connect to the idea of P2PU in the same deep way that we had connected with it. There is a certain magic that happens when a great group of people spends four days in a room and that is hard to convey digitally. But we also never clearly articulated what it was that drew us together and that made us so committed to the idea. As we grew it became clear that we needed more than three core values. We needed something that would not only guide our future path, but that we could share with others, and that would express what we stand for. We needed to write down our vision.


P2PU ninjas in Berlin

Berlin 2011


That is why at this year’s workshop we spent two long sessions trying to get to the bottom of some of the fundamental questions about P2PU. We asked ourselves what problem P2PU is solving, what unique approach or ability we bring to solving it, and what it is about P2PU that we feel so passionate about. In the coming weeks, Bekka, Jane, Nadeem and I will take a stab at turning our notes into a draft vision for P2PU, but I wanted to share some of my own take-aways for those who couldn’t be in Berlin this year:

  • P2PU is a diverse community of individuals who are passionate about learning. We stand for human-centered education. We are not a product or a service, but a community that creates products and services. We thrive on experimentation.
  • P2PU is a way to build the world we want to live in. We foster a culture of reciprocity, of helping each other out, of giving a leg up. The education system is in trouble and we want to help rather than point fingers or complain.
  • P2PU is for passion-based learning. Everyone is passionate about learning something. P2PU is a place to identify that passion and we celebrate the long tail of learning and education.
  • P2PU can scale. The traditional model works well for small numbers of learners, but quality goes down when numbers go up. As a result many people don’t have access to quality learning opportunities. P2PU’s open source model can scale.
  • P2PU preserves the core ideas of the university. We are not against the traditional university, but want to help preserve some of its original values such as freedom of ideas, and a culture of learning through open sharing.

In the spirit of the old musically-themed P2PU newsletters I’m asking Joe Cocker to lend a hand in closing this post.

With a little help from our friends we are able to block out the noise and listen to the voice of our hearts. It’s a little help from our friends that dares us to follow our intuition. And it’s with a little help from our friends that we can become who we truly want to be. P2PU is learning with a little help from your friends.


Eureka. It’s a lab – not (just) a platform.

Wednesday, October 19th, 2011

This announcement about Harvard receiving a US$ 40M gift to support teaching and learning innovation made me think more about the platform conversation we’ve been having (here and on the mailing list). Besides giving an elite university a lot of cash, how can we foster more innovation in learning and teaching in ways that will affect more people?

It struck me that there isn’t really an open lab for learning innovation – and that P2PU could be it. During Monday night’s board meeting we discussed sustainability, and Neeru riffed on the platform idea a bit. She wondered if we could model ourselves as a research institute. There would be heaps of experimentation and research, some of it driven by us and some driven by partners who want to work with us, and each year we would publish a string of short reports about what we are learning. Cathy added that we could connect it to an annual conference with great speakers from the P2PU community who share the results of their work, and suggested that corporations would be willing to pay substantive amounts of money for this knowledge.

Which brings me to the term “lab”. Speaking to more people about the idea of a “platform” made me realize that it’s a term that means different things to different people. And when I explained that it was a mechanism to support experimentation and research, they would ask if it was “kind of like a lab.” And that’s exactly what it would it be like.

The idea of an open lab for social learning sounds exciting and it feels in line with our original spirit of experimentation. What would it look like?

Supported by a platform that is extendable, hackable, malleable and customizable – We need a sandbox, so that we have a place to experiment, and track the results of these experiments. But the sandbox is not the important piece here, it’s a means to an end (or a journey rather).

Run by a community that is passionate about peer learning and openness, and thrives on experimentation – In her comment earlier, Karen pointed out that talking about “platform” wasn’t enough and asked “how do content, community, and methods tie into this?” She is absolutely right. What happens on the platform is directly connected to the values and principles we hold as a community. I think we need to spend more time talking about what they mean to us – but our three original values of open, community, and peer-learning have stood the test of time quite well so far.

Turning experiments into great learning experiences for lots of people - This third bullet is new and still a bit wonky (and needs word-smithing). But it’s an important stake to put in the ground if we want to make sure our work has a broader benefit. Many research labs have to rely on industry to turn their work into products and services that affect “normal” people. As a result success is often measured through proxies for innovation (like scientific articles, or patents, etc.) because the research work is at least one layer removed from the “end-user”. Luckily that’s not the case for us, because the end-user is part of the P2PU community. Why not be bold and try to measure impact through our ability to turn experimentation into great social learning experiences that work for many people?

While Harvard can focus on innovating teaching and learning within the institution – we could be the open learning lab for everyone. Thoughts?

Why P2PU should be a platform and not a product

Thursday, October 13th, 2011

I’ve had a lot on my mind with regards to P2PU recently. Bear with me for a bit of a meander …

As Executive Director, one of my responsibilities is to figure out a way to make this thing sustainable, and I’m working on a sustainability plan for discussion with the board. Lots of people have been suggesting opportunities for earned income (charging for something) and I am excited by some of them. But when users pay for services they become customers, and customers are different from community members. Nadeem deserves credit for really pushing on the importance of tying sustainability to the value we create for our community and I think he is right.

I’ve also been wondering about the applicability of the “challenges” model to other areas besides the Mozilla School of Webcraft. I think it’s a really awesome model to scale social learning for some users and communities. But Jessy’s post about looking at learning as heterogenous vs. homogeneous systems reminded me of the passion I’ve always felt for the diversity and serendipity of stuff at P2PU, and how we need to balance the desire to create an amazing polished experience with the possibility for experimental, messy, and unexpected things to evolve.

We are in the middle of planning our third P2PU workshop and I’ve been thinking a lot about the first P2PU workshop two years ago. Berlin 09/09/09 forged an amazing spirit of possibility and community that has carried us a long way. Berlin 11/11/11 will be much more focused on concrete work, but the important questions remain the same. What role should P2PU play (in an open education world that looks very different from two years ago)? What makes us different? One of Jessica’s emails to the development list reminded me. She described P2PU as a friendly place for learning and ended her message with “I love P2PU” – Reading those word stopped me in my tracks. Because there is simply nothing nicer or more important someone could say about us.

So, reading an article about products vs platforms today (link) brought a lot of this stuff together for me. If we look at P2PU as a platform, we can have all of our cakes and eat them too (something worth trying): We can have polished experiences and foster experimentation, we can build opportunities for earned income and continue to care more about community than customers, and we can be a friendly place for learning. The platform idea is not completely new (both Karen and John deserve credit for pushing the concept of an API) but I hadn’t realized that there is a really important connection between platform and community before.

Here are four bold suggestions that feel in line with the spirit of Berlin 09 and provide some direction for Berlin 11. What do you think?

  1. P2PU is a platform – There is no right product for “everyone”, the right product for everyone simply doesn’t exist. That’s particularly true for learning and that’s why shouldn’t try to build one right product, but rather build a platform that many people can turn into many right products for many different users.
  2. A platform with at least one great product – In order to make P2PU work as a platform, we need at least one amazing product that lots of users love. That amazing product could be one model for learning that appeals to a large group of users, or it could be a clever way for developing reputations within the community, or it could be a great way to keep track of all the cool things that are happening in P2PU …
  3. Everyone can help build P2PU – We should encourage and support experimentation, so that the whole community can innovate (yes Dan, I’m thinking of you). We need to make sure that the UX is clean and simple, but that there is room for experimentation. Maybe we move experiments into a LAB space, but P2PU needs to be extendable, hackable, malleable …
  4. We eat our own dogfood – Why are we having insightful / engaged conversations on this mailing list, but very seldom on the site? We should feel frustrated by UX details that are frustrating. And we should be happy about features that are beautiful and clever.

Cheerio – have a great day!

Learning from your peers

Sunday, August 14th, 2011

P2PU LogoPeer 2 Peer University (P2PU) is a learning environment that focuses on “learning for everyone, by everyone, about almost anything.” The topics have quite a range too because anyone can create a class on (almost) anything. Web education — my favorite — is a joint effort between P2PU and Mozilla with the School of Webcraft.

Since finishing my Master’s, I have been looking for “what’s next.” I wanted to do some adjunct work but with travel it’s difficult to do — unless I did it online. So, when I heard about P2PU, I figured that could be a great “what’s next” for me.

Last year, when I heard about them, I first lurked on the mailing lists, and then, because I joined after the deadline to create classes, I signed up in January for some web topics. I still have some sketches for classes I’d like to create because I <3 teaching and learning. Plus, it’s open source and I <3 that too!

I’ve gone from lurking to contributing on a few levels. I not only have finished as a student in a few courses like Ruby on Rails but also created a study group on how to contribute to the code behind the P2PU platform. I also joined the community phone calls when I could and it really helped me “catch up” and see where the project came from and where it was going. Thankfully, they’re around my lunch break so that I can participate.

My time with P2pU has given me lots of growth opportunities, expanded my social (and professional) network, and created a billion blog post ideas. (I even signed up for a blogging and writing study group to help get some of the ideas from my brain onto the Intarwebs.)

But, for now, I have some homework to do in my Django class.

Care to join me? It’s fun and free.

P.S. More about my experiences with P2PU are available via a recent interview by Stefanie Panke.

Open Courses and Informal Learning in a Web 2.0 World: A Research Agenda

Tuesday, August 9th, 2011

I recently gave a keynote presentation at ICETC 2011 in Changchun, where I discussed some of the experiences from facilitating the course “Introduction to CSCL” on P2PU, and pointed towards some ideas for technologies and ways of organizing courses that could enable deeper learning in open courses.

I started by noting how we live in a world with an abundance of resources, and then mentioning some of the ways in which we can be informal learners. We can use “site-specific information-centric communities” such as StackOverflow to get quick answers to something, while we are working on a problem (I absolutely agree with David Wiley that this qualifies as learning).

Much of my learning happens in what I call “long-term distributed topic-based communities”. This would be something like the “edublogosphere”, with people who discuss issues and share information over a long time, held together through RSS feeds, crosslinking, Twitter-hashtags, etc. However, as Mike Caulfield pointed out, there is something very powerful about a cohort moving through a set learning path or collection of materials together. Open courses, whether they be small learning groups on P2PU, or big MOOCs, is about offering more people the opportunity to participate in such learning experiences.

I then discussed some of the issues that came up during our course, such as the “dream of amplification”, the various dimensions of open courses, the dimensions of course organizer "authority" and our interesting experience with "threaded chat".

Finally, I discussed ways in which the course data could be analyzed and introduced two metaphors for organizing online courses: stimulus/response and divergence/convergence, and looked at how the latter model could be implemented in an open course based on a multitude of Web 2.0 platforms.

This talk, together with the links above, represent a lot of my current thinking and some of the research I would like to pursue. I would love to receive feedback, pushback and ideas. (PS: The slides are synchronized with a recording of my presentation – you won’t get much out of them if you just view the slides by themselves).

Stian

Interview with a CSCL Intro follower/lurker

Thursday, August 4th, 2011

What is a follower?

P2PU courses have always been entirely transparent, even without logging in, a visitor would be able to see not only the course outline and the links to all the freely accessible course resources (often linked from other websites), but also all the interactions and discussions between the course members.

On the new P2PU platform, we decided to formally enable people to “follow” courses. This would function similar to Twitter, where you can follow anyone without needing their permission (different from Facebook, where friending is reciprocal), and receive their updates.

Thus, when we launched our course called “Introduction to Computer-Supported Collaborative Learning” on P2PU this spring, we explicitly offered two different modes of participation. You could apply to be a core member, and be expected to do the readings every week, post on your own blog and participate in the weekly meetings. I have blogged about the participation statistics of the core members earlier.

How did following work in our course?

However, many people might be interested in the course topic, yet not have enough time (or inclination) to commit to being an active member. These people could “follow” the course. People added themselves as followers throughout the course, and currently we have about 50 people signed up. We were very curious about their experience of the course. Our course launched at the same time as the new platform, so it is natural to assume that some of the followers were just trying out new functionality. Others might have used it as an internal bookmark, reminding themselves to go back in the future. Did anyone actually actively follow along and get something meaningful out of the course?

(Part of the problem with evaluating this, is that the website was under rapid development, and a lot of new functionality was added as the course was running. Initially, followers did not receive any e-mail updates. About mid-ways, they began receiving updates that course organizers marked as “important” (typically the bi-weekly updates). In the future, followers will probably have the same choices of e-mail notifications as course participants, which might significantly change how they interact with courses they follow).

Survey of followers

We had hoped to see our course “amplified” through our followers, with retweets and blogs about topics they found interesting. There was, however, very little evidence of this. There was some retweeting and mentioning in blogs, but this was mainly along existing individual social networks. Thus, hearing nothing from the followers, it was hard to guess whether they were getting anything out of the course. So we decided to design a simple survey (see the questions we asked).

We got about 10 answers, which was more than I had hoped for, given that the followers were by definition not very active (some of them might even have left the P2PU platform altogether). Some said they had signed up, but never had time to look, some were planning to go back and review the material later, and some said they had popped in once in a while, and gotten a bit out of it. But one person stood out, professing a lot of enthusiasm, and answering “10″, where we asked students to rate how much they’d learnt from 1-10. I was very intrigued and e-mailed him, to see if I could ask him some more questions. He gracefully agreed to let me do a short e-mail interview, and post it here.

This is interesting not only to get a novel perspective on “following”, which is a rather new feature on the P2PU website, but also because the subject of “lurking” has caused quite a bit of debate in the MOOCosphere (1, 2, 3, 4, 5, 6, 7 for a random selection).

One of the things that especially struck me by his answers was how the concept of “eight weeks” for the course has little meaning to a follower. I do believe that having a cohort (like Mike Caulfield talks about) moving through a set learning trajectory together can be very powerful, but that doesn’t mean that the course materials (the initial ones, and the generated discussion) is worthless once the course is “over”… And one of the things I am thinking about right now, is to how to better present all the great resources that were generated during the course to new visitors – currently you need to dig around a bit to find the gems.

 


Who are you? Where do you live, what do you do?

My name is Daniel Marcell Góngora Flores, I live in La Paz, Bolivia, I am an Electronics Engineering student at Universidad Mayor de San Andrés.

Currently, I am working on my undergraduate thesis project, a Virtual Control Systems Laboratory based on the Furuta pendulum for experimentation under the Computer Supported Collaborative Learning approach.

How did you first hear about P2PU, how long have you been involved, what has your experience been, have you taken any other courses, etc.

Since I found MIT’s OpenCourseWare, I started looking for open educational resources in order to be a competitive student today and a competitive professional tomorrow.

I remember reading a blog post about a “School of Webcraft” that somehow was related to Mozilla. That was enough for me to look for more information, and that is how I arrived at the P2PU web site.

I first took a course called “Algoritmos y estructuras de datos”(Algorithms and Data Structures). I quited after 4 or 5 weeks. Then, I took a course called “Getting started with Scilab”, I did not quit this time just because I couldn’t find a way to do it. Why I quit? Despite the course organizers effort, I was not really comfortable with the teacher-student method and I didn’t have much time to do the tasks due to work in the first course (there was not a “follower” type of student at that time), in the second one I felt that I was reading another Scilab tutorial, nothing new, no activities to encourage discussion nor active participation.

I was not happy with the courses, but how to organize a course so that the participants become real participants and not only receivers?

How did you hear about the CSCL course

With the arrival of the new P2PU web site, I started browsing the courses almost every week. One day I found a course called “Introduction to the field of Computer Supported Collaborative Learning”. At that time, I didn’t knew anything about CSCL. Nevertheless, it being such an active course, I decided to follow it.

What made you interested?

Once I started reading the course material, I realized that CSCL was about learning through social interaction. Reading about that simple idea was such an eye opening experience to me, because I was used to learning by myself. Thanks to the Open Educational Resources, I was able to fill the spaces and connect the dots in my head without needing a teacher neither a partner. Now, it seems there is another way, a very interesting one.

Why did you decide to follow the course instead of participating

So, participating is the way to go. Being an active participant is how I will learn more. However, there was a problem: my English level. I am still building my English skills, the language barrier was stopping me from participating in this course because I was not able to participate in the chat rooms nor to write weekly blog posts in English, Spanish being my mother tongue. That’s why I became a peripheral learner.

What did you expect when you chose to follow the course – what did you think it meant?

I did not expect to find the topic of my undergraduate thesis project by just following the course, but I did (at least in some sense). Given that this was the first time I “heard” this term, my very first reaction was to look for CSCL in Wikipedia to try to understand what was this about.

How was your experience of following the course? During the eight weeks, what was your involvement – what part of the material or conversation did you look at, how much time did you spend, what was useful or interesting to you?

Being a follower, a peripheral learner, to talk about “the eight weeks” doesn’t make much sense because I am/was free to read the material (papers, wiki entries, blog posts, chat logs, etc.) at my own pace, whenever I wanted to. In fact, I’m still reading the material from week 4.

This is important to me because I am a engineering student, and even if I had read some papers related to education, I don’t have the background necessary in some cases to understand the material.

I could not say exactly how many hours I spend reading the course materials. However, the amount of time I spend reading the material is increasing significantly every week.

That being said, I always find it interesting reading wiki entries because of the references. Also, I found the blog posts and the chat logs very valuable because reading those made me feel part of the group, a group of people hungry for knowledge. I must admit that I’m a little bit jealous, because for me it’s hard to find people willing to learn and share their opinions in my “environment”. I think that this is a direct consequence of the commercialization of education here in Bolivia. A large number of friends of mine, students and professionals, think that what really matters is to have a really big CV filled with “n’importe quoi” instead of looking for opportunities to grow up. Filling the wallet is their final goal.

To me, the only way to improve education in Bolivia is applying collaborative learning and using open educational resources. Specially when the University teachers in particular and the educational institutions in general are not committed with this important role.

Notes from Computer-Supported Collaborative Learning conference 2011

Friday, July 22nd, 2011

This was my first year attending the bi-annual CSCL conference, which this year happened to be at the Hong Kong University campus. I was very excited, since I had been reading papers by many of the people who would be attending, and it would also be the first time I’d be in Hong Kong (and later China) with my supervisor, and people from my university.

Although the actual core conference only lasts for a few days, I began my participation with two days of pre-conferences, attended post-conference events in both Guangzhou and Beijing, and even the doctoral summer school in Beijing that was affiliated with the conference. Thus, my earliest notes are from the pre-conference on machine learning and data analysis on July 4th, and my latest ones from Gerry Stahl'stalk to the international summer school on July 18th.

However, there were of course sessions I did not capture notes for. Taking detailed notes is exhaustive, and it’s difficult to do it the entire day. This is added to mundane issues like finding power outlets, etc. Either way, I hope the notes might be helpful – they certainly are to me. Overview over all notes.

The first pre-conference which I mentioned above was organized by Carolyn Penstein Rosé and her post-doc Gregory Dyke, and discussed tools to analyze computer-mediated communications. We got training in using Tatiana, a tool to analyze synchronous events with time-coded data from multiple media (for example videos, transcripts, chat and a shared whiteboard). In the afternoon, we learnt to use SIDE, which is a GUI for a machine-learning framework. Although nobody can become an expert in machine-learning in one afternoon, it was a great overview of the state of the art of machine learning, giving you a sense of what kinds of problems machine learning might be appropriate for. (For people interested in ML, [@mclaren2010supporting] is a great paper showing how ML can be applied to a specific educational challenge, and the thinking that went in to choosing the right algorithm).

The second pre-conference was about connecting levels of learning, organized by Dan Suthers, Chris Teplovs, Marten de Laat, Jun Oshima and Sam Zeini. I’ve read about these ideas before, in [@suthers2010framework], and found them interesting, but quite complex. In this workshop, Gerry Stahl gave a great historical/philosophical overview over CSCL as a discipline, and Dan Suthers presented on their theoretical approach. Then, a few datasets had been shared between researchers who provided different analyses of them – very interesting (although not always easy to tie back to the original theoretical framework of the session).

Ed Chi from Google Research opened the conference with an interesting keynote on augmented social cognition, with several neat cases from his work with access to huge data sets. From the conference sessions, I managed to capture two very interesting sessions on technology-enhanced interactions & analysis (1, 2), and one session on MUPEMURE, a “Model of Computer-Supported Collaborative Learning with Multiple Representations”.

There were some very interesting presentations about the future of Knowledge Forum in the Guangzhou post-conference, which I did not manage to capture (but check out these slides 1, 2). I did get some notes from two of Gerry Stahl’s presentations, one describing two case study analyses he did, and one on the history and future of CSCL.

I’m looking forward to the International Conference on Learning Sciences next year in Sydney (CSCL and ICLS alternate every other year), where I hop to present a paper on open learning environments. I’m also planning to dig into all the notes I took, and all the connections I made, read more papers, etc.

Stian