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Promo%ng	
  Distributed	
  Cogni%on	
  
at	
  MOOC	
  Ecosystems	
  
Kai	
  Pata	
  and	
  Emanuele	
  Bardone	
  
Tallinn	
  University	
  
Human	
  Computer	
  Interac%on	
  Conference	
  2014,	
  Crete,	
  Iraclion	
  
MOOCs	
  promote	
  distributed	
  cogni.on	
  based	
  
learning	
  behaviors	
  
Ecological	
  learning	
  design	
  may	
  facilitate	
  
distributed	
  cogni%ve	
  learning	
  in	
  MOOCs	
  
I.	
  Connec%vist	
  MOOC	
  as	
  a	
  learning	
  
ecosystem	
  
•  Users	
  provide	
  learning	
  services	
  to	
  each	
  other	
  at	
  
MOOCs	
  as	
  produsers	
  thereby	
  crea%ng	
  the	
  abundance	
  
of	
  ecosystem	
  “species”	
  
•  Individual	
  as	
  well	
  as	
  crowd	
  knowledge	
  in	
  MOOCs	
  is	
  
operated	
  by	
  as	
  well	
  as	
  incorporated	
  into	
  the	
  different	
  
learning	
  services	
  
	
  Example	
  learning	
  services::	
  	
  
	
  Peer	
  comments	
  to	
  blog	
  posts	
  –	
  kind	
  	
  scaffolding	
  service	
  
	
  User-­‐created	
  ar3fact	
  as	
  a	
  learning	
  resource	
  –	
  kind	
  of	
  
knowledge	
  provision	
  service	
  
	
  Socially	
  annotated	
  and	
  aggregated	
  contents	
  –	
  a	
  kind	
  of	
  
scaffolding	
  service	
  
Communi%es	
  of	
  learning	
  services	
  in	
  
MOOC	
  learning	
  ecosystems	
  
•  are	
  temporary	
  coali.ons	
  deno%ng	
  the	
  services	
  and	
  
actors	
  at	
  present	
  in	
  the	
  learning	
  design	
  	
  
•  that	
  can	
  successively	
  
change	
  during	
  the	
  
	
  life%me	
  of	
  a	
  design	
  
	
  product	
  usage	
  
•  Currently	
  available	
  learning	
  services	
  in	
  certain	
  
learning	
  moment	
  the	
  MOOC	
  ecosystem	
  compete	
  
with	
  each	
  other	
  or	
  may	
  form	
  alliances,	
  some	
  services	
  
increase	
  in	
  numbers	
  while	
  others	
  perish	
  	
  
blog	
  posts,	
  
videos,	
  
wiki	
  pages	
  
forums,	
  
blog	
  
comment,	
  
skype	
  
sessions	
  
blog	
  
comment,	
  
badges	
  
facebook	
  
and	
  
twiOer	
  
walls	
  
Red	
  –	
  facilitators,	
  experts	
  
Green	
  -­‐	
  learners	
  
Successive	
  learning	
  service	
  communi%es	
  in	
  MOOC	
  
Learning	
  flows	
  in	
  MOOCs	
  
•  The	
  main	
  form	
  of	
  ecosystem	
  existence	
  is	
  through	
  
trophic	
  networks	
  of	
  species	
  that	
  transform	
  
energy	
  and	
  maOer	
  composing	
  and	
  decomposing	
  
energy	
  rich	
  products,	
  thus	
  enabling	
  the	
  one-­‐
direc%onal	
  trophic	
  flow	
  through	
  the	
  ecosystem.	
  	
  
•  In	
  MOOC	
  learning	
  ecosystems	
  the	
  relevant	
  
concept	
  to	
  trophic	
  flow	
  is	
  a	
  learning	
  flow.	
  	
  
•  User	
  a?en.on	
  to	
  available	
  services	
  fuels	
  the	
  
knowledge	
  flows	
  through	
  the	
  services,	
  which	
  
defines	
  the	
  produc.vity	
  of	
  learning	
  ecosystems.	
  
The	
  network	
  structure	
  of	
  MOOCs	
  
•  The	
  permeability	
  of	
  MOOC	
  learning	
  ecosystem	
  to	
  learning	
  
flows	
  will	
  depend	
  on	
  the	
  connec.ons	
  between	
  services	
  that	
  
pass	
  learning	
  flows	
  and	
  the	
  emerging	
  side-­‐paths	
  and	
  hubs	
  in	
  
this	
  network	
  that	
  can	
  redirect	
  the	
  flows.	
  
•  There	
  are	
  always	
  relevant	
  goals,	
  resources	
  and	
  required	
  
support	
  available	
  in	
  MOOCs	
  that	
  may	
  replace	
  in	
  the	
  learning	
  
ecosystem	
  purpose	
  niches	
  some	
  of	
  the	
  missing	
  services	
  and	
  
allow	
  the	
  con%nuous	
  learning	
  flows.	
  
Purpose	
  niches	
  of	
  learning	
  services	
  
Red	
  –	
  facilitators,	
  experts	
  
Green	
  -­‐	
  learners	
  
Pruning	
  homogenous	
  communi%es	
  at	
  
usual	
  elearning	
  courses	
  	
  
•  Maintaining	
  homogenous	
  communi%es	
  such	
  as	
  ideal	
  
teacher-­‐planned	
  sets	
  of	
  learning	
  services	
  needs	
  
constant	
  care	
  	
  
•  few	
  learning	
  services	
  prescribe	
  limited	
  learning	
  
paths	
  in	
  order	
  to	
  maximize	
  the	
  produc%ve	
  learning	
  
flows	
  for	
  medium	
  learners	
  that	
  don’t	
  exist.	
  	
  
Succession	
  of	
  wild	
  communi%es	
  in	
  open	
  
informal	
  learning	
  seYngs	
  	
  
The	
  natural	
  learner-­‐created	
  communi%es,	
  are	
  based	
  on	
  
the	
  richness	
  of	
  constantly	
  changing	
  learning	
  services	
  	
  
that	
  can	
  replace	
  themselves	
  in	
  the	
  trophic	
  networks,	
  that	
  
guarantees	
  beOer	
  self-­‐regula%on	
  but	
  also	
  the	
  
succession	
  of	
  the	
  service-­‐community	
  in	
  %me.	
  	
  
Maintaining	
  semi-­‐natural	
  communi%es	
  in	
  
MOOCs	
  
	
  In	
  the	
  learning	
  ecosystems	
  that	
  inhabit	
  semi-­‐natural	
  
communi.es	
  where	
  both	
  the	
  teacher-­‐	
  and	
  learner-­‐created	
  
learning	
  services	
  could	
  co-­‐exist,	
  the	
  former	
  could	
  be	
  used	
  
to	
  maintain	
  the	
  richness	
  of	
  wild	
  services	
  and	
  keep	
  
it	
  in	
  a	
  state	
  where	
  succession	
  is	
  under	
  control.	
  
Mutualisms	
  
•  The	
  mutualisms	
  such	
  as	
  
symbiosis	
  (mutual	
  benefit	
  of	
  
using	
  resources	
  and	
  living	
  spaces)	
  
are	
  one	
  way	
  how	
  in	
  natural	
  
ecosystems	
  species	
  get	
  the	
  
compe%%ve	
  premise.	
  
•  Mutualisms	
  between	
  different	
  
types	
  of	
  learning	
  services	
  are	
  very	
  
important	
  also	
  in	
  MOOC	
  learning	
  
designs.	
  	
  
Socially	
  annotated	
  and	
  
aggregated	
  contents	
  e.g.	
  
tagcloud	
  –	
  a	
  kind	
  of	
  crowd	
  
based	
  scaffolding	
  service	
  
Socially	
  annota3ng	
  
resources	
  –	
  a	
  kind	
  
resource	
  provision	
  
service	
  
Tag-­‐based	
  user	
  profile	
  
forma3on	
  
Knowledge	
  provision	
  
based	
  on	
  user	
  profile	
  
Communica%on	
  
•  In	
  natural	
  ecosystems	
  there	
  is	
  communica.on	
  between	
  the	
  
individual	
  species	
  as	
  well	
  as	
  the	
  cross-­‐species	
  
communica%on	
  that	
  has	
  influence	
  on	
  trophic	
  circula%ons	
  
(for	
  example	
  certain	
  signals	
  from	
  species	
  may	
  be	
  read	
  by	
  
other	
  members	
  of	
  the	
  species	
  or	
  across	
  species	
  to	
  get	
  
advantage	
  in	
  finding	
  food	
  or	
  escaping	
  for	
  predators).	
  	
  
•  Communica%on	
  intensifies	
  the	
  learning	
  flows	
  within	
  the	
  
learning	
  ecosystem.	
  
•  The	
  learning	
  services	
  in	
  learning	
  ecosystem	
  must	
  be	
  aware	
  
of	
  each	
  other	
  and	
  able	
  to	
  communicate	
  in	
  order	
  to	
  
orchestrate	
  their	
  ac%on.	
  
•  Communica%on	
  (direct	
  and	
  indirect	
  through	
  signals	
  and	
  
traces	
  le]	
  in	
  the	
  environment)	
  can	
  be	
  used	
  for	
  swarming	
  
for	
  learning	
  in	
  learning	
  ecosystems	
  
II.	
  Distributed	
  cogni%on	
  at	
  MOOCs	
  
•  Connec%vist	
  MOOCs	
  have	
  a	
  similarity	
  to	
  natural	
  
ecosystems	
  also	
  at	
  a	
  distributed	
  cogni%on	
  level	
  
•  Produsers	
  form	
  a	
  .ghtly	
  coupled	
  system	
  with	
  
MOOCs	
  ecosystem	
  of	
  learning	
  services	
  created	
  
by	
  all	
  produsers,	
  and	
  the	
  laOer	
  simultaneously	
  
evolves	
  and	
  serves	
  as	
  one’s	
  partner	
  or	
  cogni%ve	
  
ally	
  in	
  the	
  struggle	
  to	
  control	
  the	
  ac%vity	
  
•  Learning	
  services	
  created	
  by	
  many	
  at	
  MOOCs	
  
enable	
  this	
  par.ally	
  external	
  locus	
  of	
  control	
  
Learning	
  behaviors	
  related	
  with	
  
distributed	
  cogni%on	
  
uptake	
  of	
  cultural	
  
paOerns	
  
Cogni%ve	
  niche	
  forma%on	
  Cultural	
  niche	
  forma%on	
  
Ecological	
  
encultura%on	
  
personal	
  
paOern	
  
cultural	
  paOern	
  
amplifica%on	
  
forma%on	
  of	
  
paOern	
  networks	
  
cultural	
  paOern	
  
appropria%on	
   chance	
  
amplifica%on	
  
%nkering	
  
Epistemic	
  Distributed	
  Cogni%on	
  Collec%ve	
  Distributed	
  Cogni%on	
  
Chance-­‐seeking	
  
PaOern	
  appropria%on	
  
Encultura%on	
  of	
  paOerns	
  
Which	
  learning	
  to	
  promote	
  in	
  MOOCs?	
  
•  We	
  highlight	
  produc3ve	
  learning	
  behaviors*	
  related	
  
with	
  distributed	
  cogni%on	
  –	
  learning	
  as	
  chance-­‐
seeking,	
  pa?ern	
  appropria.on	
  and	
  ecological	
  
encultura.on	
  
•  The	
  chance-­‐seekers	
  create	
  cogni%ve	
  niches	
  that	
  may	
  
extend	
  or	
  shiF	
  the	
  cultural	
  pa?ern	
  niches	
  evolving	
  the	
  
ecosystem,	
  	
  
•  whereas	
  paOern	
  appropria%on	
  ac%vity	
  validates	
  
cultural	
  pa?ern	
  niches	
  and	
  stabilizes	
  the	
  ecosystem	
  	
  
•  *Produc.vity	
  of	
  the	
  learning	
  ecosystem	
  is	
  its	
  ability	
  to	
  accumulate	
  
informa%on	
  to	
  knowledge	
  in	
  %me	
  –	
  meaning	
  how	
  much	
  users	
  can	
  be	
  
engaged	
  in	
  certain	
  %me	
  period	
  by	
  the	
  learning	
  services	
  into	
  the	
  produc%ve	
  
learning	
  flow.	
  	
  
Ecological	
  design	
  of	
  MOOCs	
  that	
  
triggers	
  distributed	
  cogni%ve	
  learning	
  
•  The	
  design	
  approach	
  employed	
  in	
  MOOC	
  ecosystems	
  
to	
  promote	
  produc.ve	
  loops	
  of	
  pa?ern	
  appropria.on,	
  
chance-­‐seeking	
  and	
  ecological	
  encultura.on	
  is	
  
twofold.	
  	
  
•  On	
  the	
  one	
  hand	
  the	
  connec%vist	
  MOOCs	
  should	
  be	
  
built	
  so	
  that	
  they	
  facilitate	
  the	
  self-­‐organisa.on	
  of	
  
learning	
  ecosystems,	
  which	
  promotes	
  environmental	
  
unan.cipatedness	
  for	
  chance-­‐seekers.	
  
•  On	
  the	
  other	
  hand,	
  for	
  promo.ng	
  pa?ern	
  
appropria.on	
  and	
  increasing	
  ecological	
  encultura.on	
  
different	
  means	
  of	
  learning-­‐analy.cs	
  should	
  be	
  used	
  
that	
  make	
  paOerns	
  in	
  the	
  shared	
  cultural	
  niche	
  visible	
  
for	
  learners.	
  
Visualizing	
  learning	
  service	
  niches	
  in	
  
MOOC	
  ecosystems	
  
Mul%dimensional	
  space	
  
The	
  ecological	
  learning	
  design	
  
•  The	
  ecological	
  learning	
  design	
  is	
  the	
  meta-­‐
design	
  process	
  where	
  par%cipatory	
  cultures	
  
use	
  ecosystem	
  principles	
  for	
  enculturing	
  for	
  
themselves	
  responsive	
  learning	
  ecosystems	
  
that	
  maximize	
  for	
  each	
  of	
  them	
  possibili.es	
  
for	
  flow	
  experiences	
  promoted	
  by	
  the	
  
learning	
  flows	
  of	
  the	
  crowd	
  (actualizing	
  
pa?erns)	
  or	
  provide	
  them	
  opportuni.es	
  for	
  
discovering	
  chances.	
  	
  

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Promoting Distributed Cognition at MOOC Ecosystems

  • 1. Promo%ng  Distributed  Cogni%on   at  MOOC  Ecosystems   Kai  Pata  and  Emanuele  Bardone   Tallinn  University   Human  Computer  Interac%on  Conference  2014,  Crete,  Iraclion  
  • 2. MOOCs  promote  distributed  cogni.on  based   learning  behaviors   Ecological  learning  design  may  facilitate   distributed  cogni%ve  learning  in  MOOCs  
  • 3. I.  Connec%vist  MOOC  as  a  learning   ecosystem   •  Users  provide  learning  services  to  each  other  at   MOOCs  as  produsers  thereby  crea%ng  the  abundance   of  ecosystem  “species”   •  Individual  as  well  as  crowd  knowledge  in  MOOCs  is   operated  by  as  well  as  incorporated  into  the  different   learning  services    Example  learning  services::      Peer  comments  to  blog  posts  –  kind    scaffolding  service    User-­‐created  ar3fact  as  a  learning  resource  –  kind  of   knowledge  provision  service    Socially  annotated  and  aggregated  contents  –  a  kind  of   scaffolding  service  
  • 4. Communi%es  of  learning  services  in   MOOC  learning  ecosystems   •  are  temporary  coali.ons  deno%ng  the  services  and   actors  at  present  in  the  learning  design     •  that  can  successively   change  during  the    life%me  of  a  design    product  usage   •  Currently  available  learning  services  in  certain   learning  moment  the  MOOC  ecosystem  compete   with  each  other  or  may  form  alliances,  some  services   increase  in  numbers  while  others  perish    
  • 5. blog  posts,   videos,   wiki  pages   forums,   blog   comment,   skype   sessions   blog   comment,   badges   facebook   and   twiOer   walls   Red  –  facilitators,  experts   Green  -­‐  learners   Successive  learning  service  communi%es  in  MOOC  
  • 6. Learning  flows  in  MOOCs   •  The  main  form  of  ecosystem  existence  is  through   trophic  networks  of  species  that  transform   energy  and  maOer  composing  and  decomposing   energy  rich  products,  thus  enabling  the  one-­‐ direc%onal  trophic  flow  through  the  ecosystem.     •  In  MOOC  learning  ecosystems  the  relevant   concept  to  trophic  flow  is  a  learning  flow.     •  User  a?en.on  to  available  services  fuels  the   knowledge  flows  through  the  services,  which   defines  the  produc.vity  of  learning  ecosystems.  
  • 7. The  network  structure  of  MOOCs   •  The  permeability  of  MOOC  learning  ecosystem  to  learning   flows  will  depend  on  the  connec.ons  between  services  that   pass  learning  flows  and  the  emerging  side-­‐paths  and  hubs  in   this  network  that  can  redirect  the  flows.   •  There  are  always  relevant  goals,  resources  and  required   support  available  in  MOOCs  that  may  replace  in  the  learning   ecosystem  purpose  niches  some  of  the  missing  services  and   allow  the  con%nuous  learning  flows.  
  • 8. Purpose  niches  of  learning  services   Red  –  facilitators,  experts   Green  -­‐  learners  
  • 9. Pruning  homogenous  communi%es  at   usual  elearning  courses     •  Maintaining  homogenous  communi%es  such  as  ideal   teacher-­‐planned  sets  of  learning  services  needs   constant  care     •  few  learning  services  prescribe  limited  learning   paths  in  order  to  maximize  the  produc%ve  learning   flows  for  medium  learners  that  don’t  exist.    
  • 10. Succession  of  wild  communi%es  in  open   informal  learning  seYngs     The  natural  learner-­‐created  communi%es,  are  based  on   the  richness  of  constantly  changing  learning  services     that  can  replace  themselves  in  the  trophic  networks,  that   guarantees  beOer  self-­‐regula%on  but  also  the   succession  of  the  service-­‐community  in  %me.    
  • 11. Maintaining  semi-­‐natural  communi%es  in   MOOCs    In  the  learning  ecosystems  that  inhabit  semi-­‐natural   communi.es  where  both  the  teacher-­‐  and  learner-­‐created   learning  services  could  co-­‐exist,  the  former  could  be  used   to  maintain  the  richness  of  wild  services  and  keep   it  in  a  state  where  succession  is  under  control.  
  • 12. Mutualisms   •  The  mutualisms  such  as   symbiosis  (mutual  benefit  of   using  resources  and  living  spaces)   are  one  way  how  in  natural   ecosystems  species  get  the   compe%%ve  premise.   •  Mutualisms  between  different   types  of  learning  services  are  very   important  also  in  MOOC  learning   designs.     Socially  annotated  and   aggregated  contents  e.g.   tagcloud  –  a  kind  of  crowd   based  scaffolding  service   Socially  annota3ng   resources  –  a  kind   resource  provision   service   Tag-­‐based  user  profile   forma3on   Knowledge  provision   based  on  user  profile  
  • 13. Communica%on   •  In  natural  ecosystems  there  is  communica.on  between  the   individual  species  as  well  as  the  cross-­‐species   communica%on  that  has  influence  on  trophic  circula%ons   (for  example  certain  signals  from  species  may  be  read  by   other  members  of  the  species  or  across  species  to  get   advantage  in  finding  food  or  escaping  for  predators).     •  Communica%on  intensifies  the  learning  flows  within  the   learning  ecosystem.   •  The  learning  services  in  learning  ecosystem  must  be  aware   of  each  other  and  able  to  communicate  in  order  to   orchestrate  their  ac%on.   •  Communica%on  (direct  and  indirect  through  signals  and   traces  le]  in  the  environment)  can  be  used  for  swarming   for  learning  in  learning  ecosystems  
  • 14. II.  Distributed  cogni%on  at  MOOCs   •  Connec%vist  MOOCs  have  a  similarity  to  natural   ecosystems  also  at  a  distributed  cogni%on  level   •  Produsers  form  a  .ghtly  coupled  system  with   MOOCs  ecosystem  of  learning  services  created   by  all  produsers,  and  the  laOer  simultaneously   evolves  and  serves  as  one’s  partner  or  cogni%ve   ally  in  the  struggle  to  control  the  ac%vity   •  Learning  services  created  by  many  at  MOOCs   enable  this  par.ally  external  locus  of  control  
  • 15. Learning  behaviors  related  with   distributed  cogni%on   uptake  of  cultural   paOerns   Cogni%ve  niche  forma%on  Cultural  niche  forma%on   Ecological   encultura%on   personal   paOern   cultural  paOern   amplifica%on   forma%on  of   paOern  networks   cultural  paOern   appropria%on   chance   amplifica%on   %nkering   Epistemic  Distributed  Cogni%on  Collec%ve  Distributed  Cogni%on   Chance-­‐seeking   PaOern  appropria%on   Encultura%on  of  paOerns  
  • 16. Which  learning  to  promote  in  MOOCs?   •  We  highlight  produc3ve  learning  behaviors*  related   with  distributed  cogni%on  –  learning  as  chance-­‐ seeking,  pa?ern  appropria.on  and  ecological   encultura.on   •  The  chance-­‐seekers  create  cogni%ve  niches  that  may   extend  or  shiF  the  cultural  pa?ern  niches  evolving  the   ecosystem,     •  whereas  paOern  appropria%on  ac%vity  validates   cultural  pa?ern  niches  and  stabilizes  the  ecosystem     •  *Produc.vity  of  the  learning  ecosystem  is  its  ability  to  accumulate   informa%on  to  knowledge  in  %me  –  meaning  how  much  users  can  be   engaged  in  certain  %me  period  by  the  learning  services  into  the  produc%ve   learning  flow.    
  • 17. Ecological  design  of  MOOCs  that   triggers  distributed  cogni%ve  learning   •  The  design  approach  employed  in  MOOC  ecosystems   to  promote  produc.ve  loops  of  pa?ern  appropria.on,   chance-­‐seeking  and  ecological  encultura.on  is   twofold.     •  On  the  one  hand  the  connec%vist  MOOCs  should  be   built  so  that  they  facilitate  the  self-­‐organisa.on  of   learning  ecosystems,  which  promotes  environmental   unan.cipatedness  for  chance-­‐seekers.   •  On  the  other  hand,  for  promo.ng  pa?ern   appropria.on  and  increasing  ecological  encultura.on   different  means  of  learning-­‐analy.cs  should  be  used   that  make  paOerns  in  the  shared  cultural  niche  visible   for  learners.  
  • 18. Visualizing  learning  service  niches  in   MOOC  ecosystems   Mul%dimensional  space  
  • 19. The  ecological  learning  design   •  The  ecological  learning  design  is  the  meta-­‐ design  process  where  par%cipatory  cultures   use  ecosystem  principles  for  enculturing  for   themselves  responsive  learning  ecosystems   that  maximize  for  each  of  them  possibili.es   for  flow  experiences  promoted  by  the   learning  flows  of  the  crowd  (actualizing   pa?erns)  or  provide  them  opportuni.es  for   discovering  chances.