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8/20/2019 Opening Up Learning Analytics: Addressing a Strategic Imperative (288265253)

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Opening Up Learning Analytics: Addressing

Strategic Imperative

2015 EDUCAUSE CONFERENCE

WEDNESDAY, OCTOBER 28, 2015

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Dr. Donna PetherbridgeAssociate Vice Proost

!"str#ctio"a$ Tec%"o$o&'S#((ort a") Dee$o(*e"t

Kenny

Diisio+ea$t% Occ#(

Lou HarrisonDirector

E)#catio"a$ Tec%"o$o&'Serices

 Josh BaronAssista"t Vice Presi)e"t!"or*atio" Tec%"o$o&'

or Di&ita$ E)#catio"

  Analytics: Addressing a

Strategic Imperative

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Presentation Overview

 O(e" -ear"i"& A"a$'tics . Co"te/t a")

Bac&ro#") os%3

 NC State Pro4ect Do""a a") -o#3

 eerso" Pro4ect 6e""'3

7A A$$3

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O(e" Aca)e*ic A"a$'tics !"itia

 EDUCAUSE Ne/t 9e"eratio" -ear"i"&

C%a$$e"&es N9-C3

 F#")e) :' Bi$$ a") ;e$i")a 9ates

Fo#")atio"s

 <250,000 oer a 15 *o"t% (erio)

 Goal: -eera&e Bi& Data co"ce(ts to

create a" open-source academic

early alert system a") researc%

=sca$i"& actors>

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OAA !arly Alert "yste# Overvie

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$esear%h Design De($o'e) OAA! s'ste* to 2200 st#)e"ts across i"stit#tio"s? T@o Co**#"it' Co$$e&es

? T@o +istorica$$' B$ac Co$$e&es a") U"iersities

 Desi&" O"e i"str#ctor teac%i"& sectio"s

?O"e sectio" @as co"tro$, ot%er 2 @ere treat*e"t &

 Eac% i"str#ctor receie) a" AAR t%ree ti*es )#rse*ester?!"tera$s @ere 25, 50 a") 5 i"to t%e se*ester

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nstitutional Pro&les

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Predi%tive 'odel Portabil(indings

)on%lusi1 Pre)ictie *o)e

=*ortable> t%a"

a"tici(ate)

2 !t is (ossi:$e to c

&e"eric *o)e$s t%e" =tuned+ o

s(ecic t'(es o

i"stit#tio"s

!t is (ossi:$e to c

library o, o*en

*redi%tive #od

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!"tere"tio" Researc% Fi")i"Fi"a$ Co#rse 9ra)es

 A"a$'sis s%o@e) a stasigni&%ant (ositie i*

"a$ co#rse &ra)es

? No )iere"ce :et@ee" t

&ro#(s

 Sa@ $ar&er i*(act i" s

a$$

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 JA-AP$AKA"H ". '. 'OOD- !. W. LA/$0A !.

 J. $!GA1 J. $. 2 BA$O1 J. D. 345678.

EAR-Y A-E RT OF ACADE;!CA--Y AT.R!S6 STUDENTSG

AN OPEN SOURCE ANA-YT!CS !N!T!AT!VE

 JO/$1AL O( L!A$11G A1AL-9)" 6368 ;7<

;ore Researc%

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Strate&ic -esso"s-ear"e)OPEN ACADE;!C ANA-YT!CS !N!T!AT!VE OAA!3

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Openness @i$$ ($a'critica$ ro$e i" t%e#t#re o -ear"i"&

A"a$'tics

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 o*enness and LearningAnalyti%s O(e" So#rce -ear"i"& A"a$'tics Sot@are? Wea, 6ett$e, Pe"ta%o, R, P't%o" etc

 O(e" Sta")ar)s a") AP!s or -ear"i"& A"a$'tics? E/(erie"ce AP! /AP!3, !;S Ca$i(erISe"sor AP!

 O*en 'odels ; Predi%tive #odels >nowled#a*s P''L et%.

 O(e" Co"te"tIAccess J o#r"a$s, @%ite(a(ers, (o)oc#*e"ts

 O(e""ess or Tra"s(are"c' @it% re&ar)s to

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Sot@are Si$os

-i*it -ear"i"&A"a$'tics

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"o,tware "ilos vs. Plat,or

 ;a"' $ear"i"& a"a$'tics so$#tio"s to)a' are =too$> or [email protected]"tric>? A"a$'tics too$s are :#i$t i"to e/isti"& sot@are s#c% as t%e

-ear"i"& ;a"a&e*e"t S'ste* -;S3

 Ca" *ae it %ar)er to ca(t#re )ata a")

i"te&rate across s'ste*s $i*its Bi& Data3 A ($ator* so$#tio" @o#$) a$$o@ i"stit#tio"sto co$$ect )ata ro* across *a"' s'ste*s? A =*o)#$ariKe) ($ator*> a((roac% a$$o@s i"stit#tio"s to #se a$$

so*e co*(o"e"ts

? !"te&ratio" (oi"ts a$$o@ )ata to =Lo@> i" or (rocessi"& a") reso#t

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OVERV!EW AND UPDATES

A(ereo -ear"i"&A"a$'tics !"itiatie-A!3

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A(ereo -ear"i"& A"a$'tics!"itiatie -A!3

 Goal: O(eratio"a$iKe o#tco*es ro* -ear"i"& A"a$'tics as *ea"s to )ee$o(, *ai"tai" a") s#stai" *o)#$ar co*t%at i"te&rate to s#((ort a" open platform for Learning

 )urrent A*ereo LA $elated Pro?e%ts? 'arist )ollege J Learning Analyti%s Pro%essor -AP3

? /ni%on J O*enL$" -ear"i"& Recor) Store3 a") "tudent "u%%ess Pla

? /niversity o, A#sterda# J -arrisa o(e".so#rce -ear"i"& Recor) Stor? /ni,or#ed "ervi%es /niversity J O*enDashboard

  Join the #ailing list: a"a$'ticsMa(ereoor&(subscribe by sending a message to [email protected]

Wi>i PageG %tt(sGIIco"L#e"cesaai(ro4ector&I/Ir!BB7GitHub: %tt(sGII&it%#:co*IA(ereo.-ear"i"&.A"a$'tics.!"itiatie

A(e

A(

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'odular )o#*onents O*en Learning Analy

Plat,or#

Collection J Sta")ar)s.

:ase) )ata ca(t#re ro* a"'(ote"tia$ so#rce #si"& E/(erie"ceAP! a")Ior !;S Ca$i(erISe"or AP!

Storage J Si"&$e re(ositor'

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 Analysis J F$e/i:$e

-ear"i"& A"a$'tics Processor-AP3 t%at ca" %a")$e )ata*i"i"&, )ata (rocessi"& ET-3,(re)ictie *o)e$ scori"& a")

re(orti"&

Communication J

Das%:oar) tec%"o$o&' or)is($a'i"& -AP o#t(#t

 Action J -AP o#t(#t ca" :e

e) i"to ot%er s'ste*s to tri&&er

a$erts, etc

O(e"Das%:o

ar)

O(e"-R

S -arrisa

St#)e"tS#ccess

P$a"

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 Jis% 1ationalLearning Analyti%s

Pro?e%t

• 9oer"*e"t #")e) "o".(rot

t%at (roi)es tec%"o$o&'

serices to a$$ o U6 %i&%er

e)#catio"

• A)o(te) *#c% o t%e A(ereo

-A! ($ator* a") o(e""ess

strate&'

• F#")i"& t@o.'ear (ro4ect to

create a %i&%$' sca$a:$e c$o#).

:ase) $ear"i"& a"a$'tics

serice

Pro4ect B$o&G %tt(GIIa"a$'tics4isci"o$e

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 Learning Analyti%sHa%>athon

   T@o or&a"iKatio"s $ea)i"& t%e @a' @o

ar%hite%tures ,or learning analyti%s a

E)i":#r&% or a two;day ha%>athon on A*

@i$$ (#t t%e &ro@i"& ecos'ste* o $ear"i"&

(aces with e*eri#ental big data co*

s'ste*s, st#)e"t recor) s'ste*

htt*:CCla>6.solaresear%h.orgC

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-ooi"& to $ear*ore

 Join the #ailing lista"a$'ticsMa(ereoor&

(subscribe by sending

message toanalytics+subscribe@ape

org)

A*ereo Learning Analyti%snitiative

Wi>i: %tt(sGIIco"L#e"cesaai(ro4ector&I/Ir!BBGitHub: %tt(sGII&it%#:co*IA(ereo.-ear"i"&.

A"a$'tics.!"itiatie