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13 Learning Theories in a SimpleMinds mind map
Fig. 1. Learning Theories. Click on this and you can grab the original in a variety of sizes from the Picasa Web Album where it resides. (Created using SimpleMinds APP)
In an effort to impose some logic these are now grouped and various links also made. The reality might be take a large bowl of water then drip into these 12 coloured inks. The reality of how we learn is complex and will only be made the more so with fMRI imaging and advances in neuroscience.
My favourite Learning Theory here is one that Knud Illeris (2009) came up with – not learning at all, resistance too or defence learning. You just block it. That’s how I did 9 years of Latin and can decline how to love a table – I have no idea anymore what ‘ramabottom’ or some such means either. Ditto French as taught before secondary school and Chemistry – right or wrong, tick and box in a multiple choice each week. Still, for someone who couldn’t give a fig for either this approach got me through on a C grade. For French the ‘holistic’ approach worked a treat – French exchange, then back to hitch through France with some French guys who didn’t have a word of English, then got a job out there. Chemistry worked best with my Chemistry 7 set.
Activity Theory and Communities of Practice are surely in meltdown with the connectivity of Web 2.0?
The nodes and silos are too easily circumvented by each of us going directly to the source. ‘Community of Ideas’ works best for me.
Learning Theories
1) Neurophysiological – stimulus response, optmization of memory processes: Sylvester, 1995; Edelman, 1994; Jarvis, 1987.
2) Holistic – Illeris, 2009.
3) Behaviorist – Stimulus response pairs, Skinner, 1974.
4) Cognitive – Communication, how the brain receives, internalises and recalls information, problem solving, explanation, recombination, contrast, building upon information structures, focus on internal cognitive structures, models, methods and schemas, information processing, inferences.; Wenger, 1987; Hutchins, 1993; Anderson, 1983; Piaget, 1952.
5) Constructivist – Learners build their own mental structures, design orientated, assimilative learning (Illeris, 2009); task-orientated, cohort/collaborative group. Leonard, 2010): Vygotsky, 1934; Piaget, 1954; Bruner, 1993; Papert, 1980.
6) Transformative Learning – significant (Roger, 1951, 59); Transformative (Mezirow, 1994); Expansive (Engestrom, 1987); Transitional (Alheit, 1994).
7) Social – Socialization, a psychological perspective, imitation of norms, acquisition of membership, interpersonal relations (Bandura, 1977)
8) Communities of Practice – The focus is on participation and the role this plays to attract and retain new ‘members’; knowledge transfer is closely tied to the social situation where the knowledge is learned, (Learnard, 2010); shared, social and almost unintentional; legitimate peripheral participation (Lave, ); taking part in the practices of the community. A framework that considers learning in social terms. Lave & Wenger, 1991.
9) Communities of Interest –
10) Accommodative Learning – Illeris, 2007.
11) Activity Theories – Learners bridge the knowledge gap via the zone of proximal development, Wertsch, 1984. Historically constructed activities as entities. Thinking, reasoning and learning is a socially and culturally mediated phenomenon. Learnard, 2010. Engestrom, 1987; Vygotsky, 1934; Wertsch, 1984.
12) Organizational – How people in an organisation learn and how organisations learn. Organizational systems, structures and politics. Brown and Dugiod, 1995. Noaka and Takeuchi, 1991.
13) Resistance to/defence learning – Illeris, 2007
Is Google translate teaching me written French or am I teaching ‘it’ to translate French into English?
It’s 21 years since I lived in France.
Amongst other things I translated kids TV cartoons from French into English! I’m now trying, once and for all, to get my written French in order courtesy of:
- Duolinguo
- Qstream
- OpenLearn French
- Google Translate
- A MOOC in French (ABC of business start ups if I have understood what is going on!!)
- And the threat of legal action from the owners of my late Father’s timeshare flat in the French alps (he died 11 years ago … ). Only this week have they finally acknowledge my letters – probably because I chose to write in pidgin French rather than bolshy English.
When I want to write in French I give it a stab, stick it through Google Translate then jig my English around until I get what I would have said in French out of the other end. (I can speak French – like a Belgian I am told).
When I read any tricky French I paste it into Google Translate and adjust until, once again, it has the sense of what I would have understood had I simply heard it spoken to me.
The test is how quickly will I be found out in an all French MOOC.
The only issue is that hopping around computers in our house (My teenage son has a couple of huge screens which I particularly enjoy using while he is at school) – I found one viewing of the MOOC was being automatically translated – which can in itself be quite a laugh. But at what point will such translation be seamless, at least to the non-linguists? At what point will it suffice as an adequate stab at what is being said and meant by what is being said?
Will be have a Babel Fish in our ear along with the Google Glass(es)?
Visual expressions of Open Learning
PART ONE
Sequence showing my conceptions of the shift in learning.
From traditional top down, to horizontal and collaborative and what’s goes in in the human brain – the interaction between different parts of the brain.
However, whilst this might be an expression of traditional classroom based teaching, through to collaborative Web 1.0 and the semantic Web 2.o as I have illustrated before, the reality is that all of these approaches are going on simultaneously: we still have, and benefit from top down learning – being told or shown stuff, there is collaborative learning, more so in certain subjects.
The second line suggests how things are changing: traditional learning being tipped on its head and on its side or at various angles as an institution, or policy changes, due to the influence of the teacher or because of the subject.
Horizontal learning from siblings, friends, family and extended family – always there in the past goes into hyper-mode as we can connect with ease with many of these people making every day like a family event if you so choose, following and joining in with the antics of others or sharing thoughts on school and life. I should add unconscious learning too – asleep, that sorting process we go through when we dream.
I doubt, from what I am coming to understand about neuroscience, that activity in the brains is greatly different or increased courtesy of the Internet or that stimulation has increased – this is for various reasons: our brain gets bored with the familiar, we turn off, we filter, we select. There is a limit to how much can be process. We give up other things to engage online – though I wouldn’t think giving up ogling at the TV all evening is any loss – the average viewing in the UK is 4 hours a day? Really!!
Open Learning is the last image in the bottom right hand corner – a lot going on, a good deal of connectivity.
But not less perhaps than living in a close, frenetic, village community – more akin to how we lived thousands of years ago with the world at our doorstep rather than our being squirreled away as we now are.
Traditional learning
Informal learning (circles look good, or a hub)
Neuroscience for Dummies (a great intro to the subject, I recommend it!)
Put it all together – as your brain does in sleep, and as occurs anyway as you daydream in class or have a parent help you with homework …
Open Learn is kindle in the fire … it stokes it up, motivating, demotivating and distracting. Key is the continued connectivity to friends and family wherever they may be. That ‘hub’ of activity you may get after a family holiday or gathering can be with you in your pocket to support and advise.
Is this what Open Learning looking like? More of what we’ve always had, but now, if you want him, your grandfather can sit on your shoulder all day – in our family my brother would have been asking advice on car maintenance, I would have been quizzing him on first hand detail of the war. Cousins often get briefings from my father-in-law a retired Oxford Philosophy Tutor.
And now, courtesy of all learning online, open and formal, the action really gets going. Or does it? Is it not simply replacing something else? The very active person in clubs, societies, in a large extended family and so on would be getting this anyway?
PART TWO
This second A2 sheet works with Vygotsky and Engestrom and the idea of how we construct knowledge in a context.
The second image shows the familiar Activity System, an expanded version of how Vygotsy expressed how we learn. The activity system has six interacting components: subject and object, mediated by tools or artefacts, rules, community and division of labour. Enegstrom’s next generation expression of the Activity System is to show two systems interacting, the key here being the interaction of two objects or outcomes to produce a third.
This model is manageable, with set links between the components.
‘In the field’ it is possible to allocate roles to people or departments, to kits and guidelines but then on the second line you start to consider how many activity systems are connected. However, it is no longer simply the case that there is one point of contact – this drive to an outcome or objective.
Already authors wonder if Activity Theory (I have the reference I’ll dig it out for you) can no longer apply, that it has melted.
The middle image in the middle of the bottom row circumvents the set connections to indicated that everything can interact with everything else. Feed this into a multitude of Activity Systems (the final diagram in the bottom right) and you see what complexity is created – the suggestion being that the there is more direct connecting between people with no mediation factors or systems. This assumes that there are no gatekeepers or other barriers, but increasingly, in tertiary education you may find yourself in a discussion alongside the biggest names in your field, whether you are an undergraduate, postgraduate or doctoral student, no matter what institution you are signed up to.
In fact, it is far more open than that of course – by chance or because of an enthusiasm or wish to connect anyone in theory can connect with anyone else – or at least with those who are taking part.
Some 4% of the population in Great Britain who by all accounts should be digital residents don’t event visit – there lifestyle choice is not to use the Internet, just as in the past people may have chosen not to have a TV. Another13% don’t have access at all – no connection, no kit, no space or place to use kit that is shared. And this is the UK. So Open Learning, though not exclusive, cannot be called universal.
Of course, being a purist, if you’re interested in Vygotsky you need to study him in Russian. Now where is there an Open Learn course on Russian?
Models work, as do metaphors, but with the digital world are all such models melting like sheet ice in a warming climate? Merged and blurred like so much ink dripped into a digital ocean?
Though Engestrom sees this as things and institutions, I like to see two people here, say an Art Director and Copywriter working together to solve problems. Two heads better than one and all of that. Any psychologists out there might offer me person to person models as alternatives.
And how many institutions can and do interact? Think of a $100m movie. Think of planning the Olympics. Think of six people with different skills and experiences working together.
Is this what Open Learning looking like?
At what point does the model break down?
Become redundant? Even ideas of ‘learning from the periphery’ (JS Brown and Duguid) falls apart if there is no centre, and no periphery, if everyone is equally ‘linked in’ with no degrees of separation at all, where you are anyone else’s father, brother or son. (mother, sister or daughter).
Engestrom ends up using the metaphor of a Mycorrhizae fungi growth such as this. I also found this rather beautiful image. But can art therefore fool? Something beautiful that is attractive and persuasive may not acutally be representative of the ‘truth of the matter’ – but what is?
Mycorrhizae = the real thing (apologies to the originator, when I can find the reference I will add it)
Which has me thinking of something more fluid, like the water cycle (think digital ocean into the could, then back again)
And in a system, as something more dynamic, with patterns behind the chaos.
In which case, to my mind, Open Learn and e-learning is like global warming to the climate – it is simply putting more energy into the system. Just re-annotate the above (which I will eventually get round to doing).
And if this doesn’t make your brain hurt or your jaw drop take a look at this:
and click on ‘Powers of Ten’ which is, I feel, evocative of Open Learning too – scalable from the micro to the infinite.
REFERENCE
Engestrom, Y Various. I recommend ‘From Teams to Knots’
Vygotsky, L (1926 if you want it in Russia, 1974 for the first translations into English)
Rebecca Eynon from the OII for ‘Mapping the Internet’ stats on GB Internet use.
(I’ll flesh this out in due course. There are a dozen references related to the above. But this is Open Learning. You get my thoughts on this in all its various drafts).
Related articles
- Openness in Education WK1 MOOC (mymindbursts.com)
- Inter-life, Young People and Activity systems (mymindbursts.com)
- OLD MOOC 2013 – Why Activity Theory needs to be seen, not itemised, to have any chance of being understood (mymindbursts.com)
- “More Complex Than the Milky Way?” –Project ‘Blue Brain’ and New Insights into the Biochemical Makeup of the Human Brain (dailygalaxy.com)
- Martin Weller and the MOOCers (mymindbursts.com)
- Has education come full circle? (jmajor.org)
- Who would you invite to an e-learning dinner party? (mymindbursts.com)
How do you split your time online? Visual expression of my ‘personal learning environment’ PLE
Fig. 1. The latest expression of how I learn on line. February 2013
This has gone through various forms and ought to included learning across all platforms – I get books from Amazon where the eBook doesn’t exist, I use sheets of A1 paper on a drawing board to sketch out ideas and plans, I use the iPad as a digital camera and use a digital SLR too.
Fig. 2. How it was
The difference? Even more reading and writing.
Fig. 3. Earlier still. A year ago?
A more realistic expression of my learning environment or context i.e. taking on board multiple influences
Fig. 4. A difference expression of the same thing – centred on e-learning
The power to remember and the need to forget
Fig 1. Your life? Remembered or forgotten?
Digitally record or better to delete?
INTRODUCTION
It frustrates me to try to read two complementary books e in two different formats – the first is marketed in its traditional hardback edition with a designer cover and eye-grabbing introduction from Bill Gates, while the second, an eBook I find understated – as if it is ashamed to compete. They are a pair. Twins separated at birth. They argue from opposite sides of the digital coin, one in favour of digitizing everything under the sun, the other for circumspection and deletion. Perhaps there should be a face off at the Oxford Union Debating Society. My role here is to bring them together and in doing so provide a one word conclusion: selection.
TOTAL RECALL
‘Total Recall’ (Bell and Gemmel, 2009) with its film-reference title and sensationalist headline ‘how the e-memory revolution will change everything’ risks ostracizing a discerning academic readership in favour of sales reputation and coining a phrase or two. It’s hero Gordon Bell might be the protagonist in the movie. The is is shame is that at the heart of what is more biography than academic presentation there is the desire to be taken seriously – a second edition could fix this – there needs to be a sequel. My copy of Total Recall arrived via trans-Atlantic snail mail in hardback, with it’s zingy dust jacket – it feels like a real book. I’m no bibliophile but I wonder if the pages are uncut and this edition has been pulled from a reject pile. It was discounted Amazon and as I’m after the words contained in the book rather than the physical artifact its state ought not to be a concern. Though the fact that it is a physical book rather pegs it to a bygone era. Total recall refers to the idea of a photographic or ‘eidetic memory’ – this needs to be stated.
Fig. 2. DELETE
‘Delete’ (2009) Viktor Mayer-Schönberger is subtitled ‘The Virtue of Forgetting in the Digital Age’ and sounds as if it was authored by a vampire from Transylvania. It is a foil to ‘Total Recall’ with Viktor the antagonist to ‘Flash Drive’ Gordon. Delete hasn’t been – its in its fourth printing, needless to say I got mine in seconds as a Kindle version. I only ever by a book if I have to. I am too used to the affordances of the eBook to skim, search, highlight and share – and to have it on multiple devices, the Kindle, iPad, laptop and smartphone.
The copyright notice in Total Recall on ‘the scanning, uploading, and distribution of this book via the Internet’ is ironic because this is what Bell does with his life – he has scanned and uploaded his life (though access is totally private). A double irony as he elects for Web 1.0 but won’t join the Semantic Web 2.0 and share.
I have been an exponent of ‘exposure’ – the release of a substantial part of who you are for others to chew over.
The online diary.
The way forward stands between the two, selective extreme gathering, storing and retrieval of your personal archive, while discretely deleting the irrelevant, possibly illegal (copyright, plagiarised, libel) and otherwise potentially reputationally damaging to kith or kin. (How can these be avoided if you wear a device around your neck that takes a digital snap every few seconds?)
They could be landform and landfill.
Related articles
- Infographic: Who Reads eBooks? (the-digital-reader.com)
- Enjoy Ron Shusett’s Interview with Craft Screenwriting! (lcoonline.wordpress.com)
- Tracker, scanner, detector, spy… (thehindu.com)
- Five Reasons Why You Should See Total Recall (binsidetv.net)
- Google Glass – Interactive Glasses (threekingsclub.wordpress.com)
Automatically assisting human memory:
A SenseCam browser (Microsoft). A wearable device that takes a picture every 22 seconds. Hodges et al (2006)
- Tools for lifelogging
- Hundreds of thousands of images grabbed and presented to aid memory … and memory rehabilitation.
- Automatic content analysis techniques
(There is a reason why we forget. The quote from James on the need to spend as much time recalling the record if everything is remembered is like that of Lewis Carroll and a map the size of the real world – neither had the advantage of limitless digital storage capacity and the ability to zoom in and out or back and forth – to expand time, not simply record it.).
- A visual record of your day. Berry et al (2007)
- 2000 to 5000 images a day
Best practice
- Only activate the device for significant events
Methods of review
- Clustered time view
- Geographical map (required GPS)
- Interactive story authoring
- Motion sensors identify events – typically 20-30 in a day.
PROBLEMS
- Cognitive overload
- Keyframe image selection a human endeavour
- An entusiastic lifelogger might expect to gather 100,000 images a month.
OF NOTE
- Key frame selection only of note if it picked a poor image.
REFERENCE
Berry, E., Kapur, N., Williams, L., Hodges, S., Watson, P., Smyth, G., et al. (2007). The use of a wearable camera, SenseCam, as a pictorial diary to improve autobiographical memory in a patient with limbic encephalitis. Neuropsychological Rehabilitation, 17(4), 582601.
Hodges, S., Williams, L., Berry, E., Izadi, S., Srinivasan, J., Butler, A. et al. (2006). SenseCam: A retrospective memory aid. In UbiComp: 8th International Conference on Ubiquitous Computing, Vol. 4602 LNCS (pp. 177193). New York, NY: Springer.
Related articles
- Adafruit Gemma stuffs a wearable Arduino platform into a one-inch disc (engadget.com)
- The human face of big data – mindblowing images from the planet’s “digital nervous system” (venturevillage.eu)
- Devising Solutions for Traumatic Brain Injury: Interview with Dr. Michael Whalen, MD PhD (medgadget.com)
My interactive, web-based, online, offline, inline, e-learning journey to date
I entered this field in 1999/2000 and have migrated rich content from DVD to the web, and for the last three years have been studying with the OU on their MAODE while keeping up some professional activity – working in Brighton companies have a short shelf life as ideas, people, projects, software and platforms get picked up or crushed, spun around then spat out.
There’s constant agitation – on the one hand careful evolution, on the other, a desire by some to be the first with a revolution.
It all goes into the mix.
My view is that we need to feed content to tablets and smartphones and look beyond these to a headset and ear-piece.
Personally I’d like to have chips in my teeth so that I can activate a device without having to use fingers or voice 🙂
M-learning stands for mouth learning?!