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Learning	
  Analy,cs	
  Framework	
  
JISC	
  Analy,cs	
  Series	
  
Related	
  Projects	
  
Open Discovery Space – WP8
ODS Infrastructure

6
LinkedUp	
  
h?p://www.linkedup-­‐
project.eu/	
  

Partners	
  

§  EC-­‐funded	
  support	
  ac,on,	
  started	
  in	
  11/2012	
  
§  Three	
  pillars:	
  
§  LinkedUp	
  Challenge:	
  open	
  data	
  
compe55on	
  (over	
  1.5	
  years)	
  	
  
[	
  h?p://linkedup-­‐challenge.org	
  ]	
  
§  Evalua,on	
  Framework	
  for	
  open	
  data	
  
applica5ons	
  
§  Linked	
  Educa,on	
  Data:	
  data	
  &	
  catalog	
  for	
  
large-­‐scale	
  educa5onal	
  Web	
  data	
  
applica5ons	
  
	
  

Stefan Dietze

09/04/13
Mo5va5on	
  
Data	
  on	
  the	
  Web

	
  

Some	
  eyecatching	
  opener	
  illustra,ng	
  growth	
  and	
  or	
  diversity	
  of	
  web	
  data	
  	
  	
  

LAK13	
  –	
  Data	
  Compe,,on	
  
LAK14	
  –	
  Data	
  Compe,,on	
  
Stefan	
  Dietze	
  ,	
  Eelco	
  Herder	
  (L3S	
  Research	
  Center,	
  DE,	
  @stefandietze)	
  
Mathieu	
  d’Aquin	
  (The	
  Open	
  University,	
  UK)	
  
Davide	
  Taibi	
  (Ins5tute	
  for	
  Educa5onal	
  Technologies	
  CNR,	
  Italy)
Hendrik	
  Drachsler	
  (Open	
  Universiteit	
  Nederland,	
  Netherlands)	
  
	
  

Stefan Dietze

09/04/13
WeSpot	
  
LACE	
  

Learning	
  Analy,cs	
  Community	
  Exchange	
  
Collabora5ve	
  Support	
  Ac5on	
  (CSA)	
  	
  
Consor5um:	
  9	
  Partners	
  
Dura5on:	
  30	
  Months	
  
Total	
  Budget:	
  €1,360,000	
  
Lead:	
  OUNL	
  
“LACE	
  comprises	
  a	
  range	
  of	
  ac5vi5es	
  
designed	
  to	
  ac5vely	
  and	
  passively	
  
integrate	
  communi5es	
  that	
  are	
  
conduc5ng	
  LA/EDM	
  research”	
  
ECO	
  

Elearning,	
  Communica,on	
  and	
  Open-­‐data:	
  Massive	
  
Mobile,	
  Ubiquitous	
  and	
  Open	
  Learning	
  

CIP-­‐ICT-­‐PSP	
  (CSA)	
  	
  
Obj	
  2.3.a:	
  Pilo.ng	
  excellence	
  in	
  ICT	
  for	
  learning	
  	
  
	
  	
  
Consor5um:	
  27	
  Partners	
  
Dura5on:	
  36	
  Months	
  
Total	
  Budget:	
  €3,270,000	
  
Lead:	
  University	
  of	
  Naples,	
  Italy	
  

“To	
  analyse	
  requirements	
  for	
  MOOC	
  
pladorms	
  from	
  a	
  pedagogical	
  
viewpoint	
  including	
  learning	
  analy5cs,	
  
web	
  2.0	
  and	
  other	
  aspects	
  ”	
  
Research	
  Associa5ons	
  
EATEL	
  SIG	
  dataTEL	
  
EATEL	
  SIG	
  dataTEL	
  
h?p://bit.ly/A4CwZU	
  
EATEL	
  SIG	
  dataTEL	
  
SURF	
  SIG	
  Learning	
  Analy,cs	
  
Planned	
  ac5vi5es:	
  	
  
	
  
1.	
  Survey	
  according	
  to	
  
LA	
  Framework	
  
2.	
  LASI	
  event	
  	
  
3.	
  GCM	
  study	
  	
  
Cluster	
  Map	
  points	
  
2	
  

79	
  
82	
  

8	
  
21	
  
66	
   11	
  
90	
  
56	
  

76	
  
77	
  

52	
  

30	
  
107	
  
31	
   58	
  
39	
   98	
  

85	
  

87	
  
68	
  
69	
  
18	
  

12	
  

93	
  

95	
  
22	
   57	
   13	
  
75	
  
105	
  
70	
   3	
  
10	
  
94	
  

29	
  
53	
  78	
  

34	
  

99	
  

45	
  
14	
  

26	
  

100	
  

103	
  

28	
  

41	
  

32	
   88	
  

73	
  
65	
  

6	
  
38	
  

60	
  

61	
  
102	
  
92	
  

86	
  

17	
  

104	
  
44	
  
83	
  
91	
  

4	
  
19	
  
40	
  
63	
  
36	
   35	
  

96	
  

72	
  

97	
  
48	
  

24	
  
15	
  
108	
  
43	
  
7	
  

81	
  

64	
  

54	
  
62	
   1	
  
46	
  

23	
  
25	
  
49	
   16	
   27	
  
80	
  
67	
  
84	
  
9	
  
59	
  
37	
  
55	
   20	
   33	
  
51	
  
42	
  
74	
  
71	
  
5	
  
106	
  
50	
  89	
  
47	
  
101	
  
Cluster	
  Map	
  7	
  labeled	
  
3.	
  	
  Research	
  &	
  Learning	
  Design	
   4.	
  	
  Teacher	
  empowerment	
  

7.	
  	
  Management	
  &	
  Economics	
  

5.	
  	
  Feedback	
  &	
  Performance	
  

2.	
  	
  Personalisa,on	
  
6.	
  	
  Risks	
  
1.	
  	
  Students	
  empowerment	
  
11	
  –	
  18	
  September	
  2013	
  

Second	
  Masterclass	
  planned	
  for	
  	
  11	
  –	
  18	
  September	
  2014	
  

Hendrik Drachsler

25 February 2013

24
Future	
  Proposals	
  
CELSTEC	
  contribu5ons	
  for	
  	
  
Learning	
  Analy5cs	
  proposals	
  
1.  Learning	
  Analy5cs	
  
infrastructure	
  	
  
2.  Pedagogy	
  for	
  Learning	
  
Analy5cs	
  	
  
3.  Data	
  analysis	
  
4.  Recommender	
  Systems	
  
5.  Sensors	
  
6.  Visualisa5ons	
  
7.  Testbeds	
  

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R&D activites on Learning Analytics

  • 4.
  • 7. LinkedUp   h?p://www.linkedup-­‐ project.eu/   Partners   §  EC-­‐funded  support  ac,on,  started  in  11/2012   §  Three  pillars:   §  LinkedUp  Challenge:  open  data   compe55on  (over  1.5  years)     [  h?p://linkedup-­‐challenge.org  ]   §  Evalua,on  Framework  for  open  data   applica5ons   §  Linked  Educa,on  Data:  data  &  catalog  for   large-­‐scale  educa5onal  Web  data   applica5ons     Stefan Dietze 09/04/13
  • 8. Mo5va5on   Data  on  the  Web   Some  eyecatching  opener  illustra,ng  growth  and  or  diversity  of  web  data       LAK13  –  Data  Compe,,on   LAK14  –  Data  Compe,,on   Stefan  Dietze  ,  Eelco  Herder  (L3S  Research  Center,  DE,  @stefandietze)   Mathieu  d’Aquin  (The  Open  University,  UK)   Davide  Taibi  (Ins5tute  for  Educa5onal  Technologies  CNR,  Italy) Hendrik  Drachsler  (Open  Universiteit  Nederland,  Netherlands)     Stefan Dietze 09/04/13
  • 10. LACE   Learning  Analy,cs  Community  Exchange   Collabora5ve  Support  Ac5on  (CSA)     Consor5um:  9  Partners   Dura5on:  30  Months   Total  Budget:  €1,360,000   Lead:  OUNL   “LACE  comprises  a  range  of  ac5vi5es   designed  to  ac5vely  and  passively   integrate  communi5es  that  are   conduc5ng  LA/EDM  research”  
  • 11. ECO   Elearning,  Communica,on  and  Open-­‐data:  Massive   Mobile,  Ubiquitous  and  Open  Learning   CIP-­‐ICT-­‐PSP  (CSA)     Obj  2.3.a:  Pilo.ng  excellence  in  ICT  for  learning         Consor5um:  27  Partners   Dura5on:  36  Months   Total  Budget:  €3,270,000   Lead:  University  of  Naples,  Italy   “To  analyse  requirements  for  MOOC   pladorms  from  a  pedagogical   viewpoint  including  learning  analy5cs,   web  2.0  and  other  aspects  ”  
  • 16.
  • 18.
  • 19. SURF  SIG  Learning  Analy,cs   Planned  ac5vi5es:       1.  Survey  according  to   LA  Framework   2.  LASI  event     3.  GCM  study    
  • 20. Cluster  Map  points   2   79   82   8   21   66   11   90   56   76   77   52   30   107   31   58   39   98   85   87   68   69   18   12   93   95   22   57   13   75   105   70   3   10   94   29   53  78   34   99   45   14   26   100   103   28   41   32   88   73   65   6   38   60   61   102   92   86   17   104   44   83   91   4   19   40   63   36   35   96   72   97   48   24   15   108   43   7   81   64   54   62   1   46   23   25   49   16   27   80   67   84   9   59   37   55   20   33   51   42   74   71   5   106   50  89   47   101  
  • 21. Cluster  Map  7  labeled   3.    Research  &  Learning  Design   4.    Teacher  empowerment   7.    Management  &  Economics   5.    Feedback  &  Performance   2.    Personalisa,on   6.    Risks   1.    Students  empowerment  
  • 22. 11  –  18  September  2013   Second  Masterclass  planned  for    11  –  18  September  2014   Hendrik Drachsler 25 February 2013 24
  • 24. CELSTEC  contribu5ons  for     Learning  Analy5cs  proposals   1.  Learning  Analy5cs   infrastructure     2.  Pedagogy  for  Learning   Analy5cs     3.  Data  analysis   4.  Recommender  Systems   5.  Sensors   6.  Visualisa5ons   7.  Testbeds