Social learning and evolution: the cultural intelligence hypothesis

Excellent paper in support of social learning in both theoretical and empirical terms.

 

Abstract: If social learning is more efficient than independent individual exploration, animals should learn vital cultural skills exclusively, and routine skills faster, through social learning, provided they actu- ally use social learning preferentially. Animals with opportunities for social learning indeed do so. Moreover, more frequent opportunities for social learning should boost an individual’s repertoire of learned skills. This prediction is confirmed by comparisons among wild great ape populations and by social deprivation and enculturation experiments. These findings shaped the cultural intelli- gence hypothesis, which complements the traditional benefit hypotheses for the evolution of intelligence by specifying the conditions in which these benefits can be reaped. The evolutionary version of the hypothesis argues that species with frequent opportunities for social learning should more readily respond to selection for a greater number of learned skills. Because improved social learning also improves asocial learning, the hypothesis predicts a positive interspecific corre- lation between social-learning performance and individual learning ability. Variation among primates supports this prediction. The hypothesis also predicts that more heavily cultural species should be more intelligent. Preliminary tests involving birds and mammals support this prediction too. The cultural intelligence hypothesis can also account for the unusual cognitive abilities of humans, as well as our unique mechanisms of skill transfer. 

Address of the bookmark: http://rstb.royalsocietypublishing.org/content/366/1567/1008.short

Distributed cognitions

I find the notion of distributed cognition compelling – that our thinking is not just something that happens in our heads but that is distributed in the world and the people around us is pretty obvious and a host of people have come up with different theories and models to express that – apart from the distributed cognition field itself, social and otherwise, this concept underlies actor network theory, activity theory and a great many less formal models. I came across it again the other day in Steven Johnson’s great new book, Future Perfect, where he talks about the successful landing of a plane hit by geese as ‘a kind of duet between a single human being at the helm of the aircraft and the embedded knowledge of the thousands of human beings that had collaborated over the years to build the Airbus A320’s fly-by-wire technology’. I like the ‘duet’ metaphor but the concept also relates to how we organize our own lives and the objects we surround ourselves with.

I am writing a book at the moment that requires me to synthesize and integrate a great many ideas that I have picked up from many places. When I am at a loss about where to go next, I tend to glance at my bookshelf, where the familiar volumes remind me of what I have not connected and not included, often sparking a cascade of ideas. Unfortunately, I have purchased very few physical books over the past two years or so, since getting my first iPad. This means that I must make an active effort to skim through the icons of the books on the device to remind myself of what I know. Sure, there are compelling advantages to the e-books like size, ease of reading, much easier searching, indexing and aggregation, not to mention their availability on multiple devices, but I have to know what I am looking for. Also, the icons of individual books are just too similar – I recognize physical books by their size, shape, dog-eared covers and so on. A similar thing has happened with music. CDs are way less recognizable than albums, and tunes on an iPod blend into a blur of sameness when viewed on the tiny screen, album images notwithstanding.

The same is true for skimming through books once I have picked them from the shelf – I recognize important places and remember things about them by their context in relation to other words in the book, the shapes of paragraphs, the flaws on the page, my annotations, etc. I have written elsewhere of ideas for improving electronic books to restore some of that context  by embedding small variations in the fonts based on a hash of nearby words or showing subtle watermarks that adapt with the text around them, and I wish someone would build that: it would make e-books more memorable and useful.

However, for those physical reminders of my thinking history, I want something more. It’s great having it all on a device the size of much less than one of those books (at least on the Nexus 7 I increasingly prefer to the iPad) but sometimes it would be nice to spread it out a bit more, to surround myself with books in some physical form. I wonder if there is a market for virtual bookshelves. By this, I mean a display device of the size and dimensions of a bookshelf on which one could place virtual artefacts, perhaps even made to look like the books that they represent. You could take a book ‘out’ by maybe touching it, possible with the device on which you want to read it (using NFC). Unlike a real bookshelf you could also very easily reorganize your shelf in different orders, zoom bits of it, filter it. This idea is extensible – music could be accessed the same way, or academic papers, or movies, or notes (like sticky notes). All of this is possible and available on the small screen but size matters here. Even the biggest of current TV screens cannot come close to replicating the diversity and quantity of things that I would like to have to hand (or to eye) and, even if they were big enough, I’m not sure I’d appreciate the glow of such a device filling a wall-sized space. It could be done with a projector, perhaps, maybe linked with a Kinnect-like device to make it easy to interact with, but shadows would be a major problem. E-ink/e-paper would do the job: no unwanted glow, almost zero power consumption, and the slow refresh rate would be no problem at all. But does anyone make e-ink displays several metres across? 

In the meantime, one answer to by current problem would be, when reading or writing something, to display relevant digital objects (books, papers, etc) that are selected based on keywords of what you are reading or writing, perhaps showing them on a separate display screen. Something primitive like that is happening right now as I write this, as I see my tag cloud from my former blog posts next to this blog form. Yes, it would potentially distract, and care would be needed to avoid too rapid or too slow change in the list displayed. But it could easily be turned off.

interview with a troll

Fascinating glimpse into the mind of an Internet troll. Yes, this person is clearly immature with way too much time and a deep level of insecurity, as might be expected, but who turns out to be surprisingly articulate and reflective at the same time. A stereotype, sure, but a very human being with clear, well-considered motives and a genuine and zealous pride in what seems to others to be a malevolent and unkind activity. 

Address of the bookmark: http://www.vancouversun.com/technology/InterviewwithtrollFacebookuserexplainspostsphotos/7389495/story.html?utm_medium=referral

Dark Social: We Have the Whole History of the Web Wrong

An interesting, if perhaps flawed, thesis, and a great meme: ‘dark social’. The general idea is that, if someone visits somewhere with a long URL then the chances are that they clicked it, rather than typed it, so, if the referer was not via a website, then the author thinks that most of it must be coming from email or IM clients. So it’s social sharing, but not being captured by the statistics.

Well, maybe.

It is possibly flawed because email and IM are not the only ones that don’t reveal a referer. Many browsers deliberately avoid sending a referer, so do some web crawlers and so do browsers when a bookmark is clicked or sometiems when a browser is opened with previous links open in tabs. Not to mention a host of mobile apps that do not identify themselves but that aggregate RSS feeds etc, and some URL shortening services that blank the referer. So, while it’s a plausible hypothesis that email and IM might account for many clicks, I don’t think this method gives a clear indicator of how much it happens. It is especially uncertain as a fair number of social sites send email notifications with links in them so the ‘dark’ stuff may well originate on the more visible social web. What might be more interesting would be to discover how many webmail client referers are visible – if you could identify rough proportions for webmail vs mail client users, then it might at least hint at the relative percentage of email clickthroughs.

Address of the bookmark: http://m.theatlantic.com/technology/archive/2012/10/dark-social-we-have-the-whole-history-of-the-web-wrong/263523/

Scolaris

A great idea – modelled broadly on crowd-funding sites like Kickstarter, this provides an opportunity to connect students with funders for scholarships, tuition fees, courses, etc. For funders (‘philanthropis’), this is a great way to pay it forward for individuals who can fund as little or as much as they like, including the option to create scholarships as well as to choose who they fund, and a nice opportunity for businesses to support potential or actual employees. For students, especially those who fall between the cracks for traditional grants, scholarships and funding schemes, a great way to get an opportunity for education. 

A Canadian site, so none of the worries about privacy etc found on US sites.

Address of the bookmark: http://scolaris.ca/

The Monkey’s Paw effect in higher education

The story of the monkey’s paw by W.W. Jacobs tells of a talisman (the monkey’s paw) that can grant three wishes but, when the wishes are granted, they result in horrific side-effects. Technologies are like that. We build systems for one purpose and other things happen that we did not foretell and did not wish for. From the large scale environmental and human catastrophes wrought by industrialization, mass ownership of cars or large-scale use of artificial fertilizers to the smaller things in life like the self-locking door that locks us out or the delights of autocorrect on iPhones, technologies are monkeys paws that grant our wishes while destroying other things we value. This creates a demand for new technologies to correct the problems of the ones that came before. Whole clusters of industries and intricate social structures, laws and institutions develop as a result of this. Amongst the many factors that determine their development and uptake, technologies feed from and are spawned by other technologies. We come to rely on technologies to deal with problems caused by the technologies we already have.

Education is massively technologized. You simply cannot do education without technologies, including language, pedagogies, and other infrastructure that surrounds the process. It’s a fertile space for mischievous monkey-paw demons lurking in the technologies we use. 

Before the 12th Century, people used to visit scholars in order to learn stuff. They sat round while the great masters (always men) spouted their wisdom, wherever they happened to be located. These students were, of course, quite rich – going to spend a few years at the feet of scholars is not something the average peasant would have ever dreamt of and grants were few and far between. At around the same time, city burghers in Bologna and Paris saw the benefit of having many rich students populating their streets for years at a time and helped to establish Europe’s first universities. It all went downhill from there. At first, there were two distinct models of university – the university of masters, of which Paris provided the prototype, which set teachers up as arbiters of all things, and the university of students, stemming from the processes used in Bologna, in which students determined what was taught and who taught it. We all know which model won! A concentration of self-moderating scholars soon led to things like (non-exhaustively):

  • a concentration of books in libraries;
  • buildings to house and teach students and faculty;
  • administrative procedures to manage ever more complex processes;
  • formal awards and testing methods to validate both institutions and their learners,
  • ‘efficient’ methods of teaching like lectures (and the infrastructure to match);
  • restrictive subject ranges born of economic and physical necessity (communities of scholars needed critical mass);
  • large complex bureaucratic infrastructures to maintain and organize the educational machine, to handle timetabling, student registration, award-giving, hiring and firing;
  • overseeing bodies (often governmental) to ensure quality, consistency etc;
  • and so on.  

A few centuries later, some time in the late 18th Century, the written exam was born (the Cambridge mathematical Tripos), an innovation that spread fairly slowly over the next century, driven largely by economic benefits. That was about it. Apart from minor technological innovations such as slates, blackboards, quills and so on, the occasional restructuring (e.g. Humboldtian universities) and the incorporation of subjects other than theology, law and philosophy, things pretty much stayed as they were. The teaching methods and organizational structures used today would be instantly recognizable to Abelard, one of the early pioneers. Almost every technological innovation in education since mediaeval times has largely been an attempt to overcome some of the unwanted consequences of the basic technologies that remain unchanged.

It is a little bizarre that distance institutions like Athabasca University and the Open University UK have managed to replicate structures that were designed to fit the exigences of scholastic life in mediaeval Europe, barely considering whether they made any sense once one removes the physical context that resulted from the needs of scholars of the middle ages. And so we have courses, semesters (though AU at least gets rid of these for undergraduate students), libraries, deans, faculties, convocation ceremonies, mediaeval gowns, classes, grades, exams, scholarly covens, doctors and masters. At least we don’t have as much physical infrastructure based on mediaeval assumptions as most universities.

Higher Education has spawned a wealth of industries: copy houses, essay mills, textbook publishers, gown makers, schools that ‘prepare’ students for university, companies that filter based on qualifications, government departments dedicated to grant awards, professional societies to defend their disciplines, tourist industries to cater for the mass exodus of students every summer, student unions, faculty associations, institutional furniture suppliers, whiteboard manufacturers, and so on and so on. It is very well integrated in our social and economic lives.

But, sometimes, technologies can do more than repair the damage done by others. Sometimes they open up new adjacent possibles that allow us to replace the whole rotten caboodle, because the paths they clear ahead of them lead somewhere better. Christensen would call them disruptive. The Internet is one of those technologies. Right now, we in academia are mostly using it to shore up the old technologies and entrench them deeper with tools that automate mediaeval ways, like Moodle and other LMSs. But it doesn’t have to be that way.

Imagine a world in which we throw away the old monkey’s paw. Amongst other things:

  • No fixed-size courses that are simply the result of a need to herd cats and whose length is determined primarily by the need for students to help with the harvest or observe religious holidays at certain times of the year, not by any academic reasoning.
  • No exams that are designed to make the lives of scholars marking pieces of paper easier.
  • Accreditation that shows what you can actually do, not whether you can pass a test on those fixed-length courses; accreditation that is transferable to wherever you need to go next, that is precise, that does not bind you to one institution that holds you by the contractual short and curlies.
  • Resources that are distributed rationally and electronically, not bound to physical libraries that mimic a million physical libraries elsewhere for no good reason.
  • Institutional structures that are flat, distributed and agile, adaptable to changing needs and interests.
  • The end of academic disciplines that punish those that cross their borders (perish the thought that we might like arts, sciences, social sciences and humanities and might see fruitful ways to combine them).
  • Payment of teachers for teaching well, not jumping hoops and shuffling more bones on the research circuit.
  • Methods of learning that are fitted to the subject and people learning them, not the needs and capabilities of institutions teaching them. 

It’s all possible, if a little disruptive, given the interdependence of so many things. Some people are already doing it.

Of course, technologies being what they are, if we made these kinds of change across the board then the monkey’s paw would no doubt work its usual mischief. But this particular set of wishes has held sway for too long and it doesn’t even make any sense. 

 

WiFi woes

I have a small house. A very small house. It basically has four rooms and it is made of wood. To the best of my knowledge it was not designed as a Faraday Cage.

And yet – it seems impossible to get wifi in every corner of the house.

I teach networking so I have a reasonable idea of how to set up such things. I’ve tried putting the WiFi access point everywhere. I added a big antenna. I added a high-power wireless repeater. I added a second network with its own access point, using a different wireless spectrum, and placed it at the other end of the house with a big antenna, wired via the mains. I added a third repeater. I added reflectors to direct the signal better. I got rid of anything I could that might be broadcasting on the same frequency.

There are 30 visible wireless networks around me and every time someone opens a garage door, answers a phone or switches on a microwave oven it makes things worse. Basically, there’s too much noise in the ether and everyone is shouting louder to get heard. I think I might go back to wires.

 

 

E-Learn 2012, Montreal: another earth-shaking conference.

I’ve just returned from an enjoyable week in Montreal attending the E-Learn conference. There was, of course, an earthquake, albeit so minor (3-4 on the Richter Scale) that I didn’t even notice it. Not as earth-shaking as E-Learn 2006 where a much large earthquake took out the power in Waikiki for a day, nor ICALT 2007 where an earthquake left me stranded in Tokyo and steam escaping from a nearby nuclear power station. 

E-Learn is usually a great opportunity to catch up with many leaders and friends in the online learning field, but numbers were down this year (about two-thirds as many as at the conference’s peak) and there were not as many familiar faces as I would have liked to see. It was good to catch up with folk like Theo Bastiens, Gale Parchoma, Norm vaughan and our own Andrew Chiarella & Linda Chmiliar, who had a fine short paper on the use of CoRead, a stigmergic annotation tool. Sarah Duke Benson did a brilliant job of coordinating the cats, if not exactly herding them. Also it was good to meet Myk Garn, Punya Mishra, Dale Stephens, Saul Carliner and many others who provided stimulating conversation and some fine presentations.  However, whereas I usually expect to see at least 50 people that I know fairly well, this year they probably numbered less than a dozen. It’s not just that I’m an old fogey and the new generation was coming in: though there were a good many students and younger researchers (as usual), many attendees were (amazingly) older than me and had been doing this for years. We talked a lot about this at the exec committee meeting and agreed that the pattern repeated across the board for most conferences thanks to the economic pressures most academics are under. I suspect that this is far from the only reason though: the information about the latest research that I used to get from conferences (and hardly ever got from journals) is now available in a far more timely fashion on the Web. It is notable that, apart from a few of us talking about them in keynotes etc, MOOCs were hardly mentioned at all, despite being perhaps the hottest topic in educational technology right now. I still like to get to talk with and connect with people at conferences as it is more likely to lead to lasting connections and friendships, but that’s pretty much it: if I want to be inspired by the latest and greatest things in the field, I get it in my newsfeeds. AACE has made a good job of putting together an online social framework around the conference and its proceedings and it has some online presentations, but I think the only way such conferences will survive is by innovatively capitalizing on the connections people make in person. Tricky stuff.

Unexpectedly, I wound up participating in a keynote panel thanks to some unexpected schedule clashes (three keynotes only able to speak on one day, unfortunately the same day) in which we debated the future of online and distance learning, covering issues such as the future of formal education, the rise of MOOCs, the relationship between pedagogy and technology and a whole lot more. I may be biased, but I reckon that it was maybe more generally stimulating than the usual single speaker, especially as we made a point of taking views and questions from the audience.

All the usual suspects turned up in the themes of the papers – blended learning, higher education, teaching, learning environments, social media, a bit of mobile, and a good dose of technologies in general. E-books and iPads were a popular topic but oh so uninspiring (most of the time). This is a rough and ready tagcloud (produced via tagcrowd.com) of the titles, which gives a pretty good clue about the themes:

E-Learn 2012 paper-title tag cloud

Although I did make a point of seeing a few selected presentations, I was trying a new conference technique of deliberately attending some presentations that were in subject areas of little interest to me. This was on the grounds that most of the ones in areas I knew about would just confirm what I already know while those in different fields might inspire me. It worked a bit – I did get one or two new ideas – but I think I might go back to my old approach in future as the hit rate was not that high. Among the highlights for me were:

  • Punya Mishra’s keynote: so much common sense and a really enjoyable presentation style. I’ve come across his TPACK framework before and found it to be a useful reflective scaffold but lacking in coherence. Chatting with him, I think his ideas about learning technologies are much closer to mine than I’d originally thought.
  • Saul Carliner’s keynote: less that I agreed with than Punya’s keynote, but a wealth of wisdom and sound thinking, wrapped up in a friendly and delightfully approachable presentation style.
  • Yuhei Yamauchi et als paper on using Facebook to connect students and working adults – wonderful idea, great research, impossible to implement in Canada or Europe thanks to privacy legislation.
  • Joséphine Rémon’s paper on risk-taking in language learning: some great use of signals to identify risk-takers vs grade-seekers.

My own refereed paper went down OK. I was talking about one of my courses, describing the ways I have tried to make it both self-paced and social. My slides are available here on the Landing.

At the airport I bumped into Stephen Downes chilling out in the VIP lounge, on his way back from Germany.  Small world.

Open Access Week :: Athabasca University

The theme for the 2012 Open Access Week is “Set the Default to Open Access”.  

Athabasca University is proud to participate in its fourth international Open Access Week, between October 22-28, 2012 to broaden awareness and understanding of open access. 
This event will be sponsored by the UNESCO/Commonwealth of Learning Chair in Open Educational Resources (OER), Dr. Rory McGreal. 
Athabasca University will present a series of noon hour webcasts exploring major issues and opportunities of Open Access and Open Educational Resources.  Each session will feature an internationally known promoter and developer of open educational resources, research, or ideas.

Personal plug: see http://openaccess.athabascau.ca/events.php#3 for details of the session being given by Terry Anderson, George Siemens and myself on issues of personal control, ownership and disclosure.

Address of the bookmark: http://openaccess.athabascau.ca/index.php