#mooteu17 learning analytics
TRANSCRIPT
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Moodle eta Learning Analytics
Iñigo Zendegi Urzelai
@izendegi
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MONDRAGON UNIBERTSITATEA
Aurkibidea
Learning Analytics kontzeptua
Nola aplikatu Moodle-n
Haratago doan adibide bat
Etorkizuna imajinatzen
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MONDRAGON UNIBERTSITATEA
Learning Analytics
Definizio bat
Ikaste-prozesua hobeto ulertu eta prozesua eta gertatzen den ingurunea optimizatzeko helburuarekin egiten den ikasleen eta euren testuinguruaren inguruko datuen neurketa, bilketa, analisia eta aurkezpena
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MONDRAGON UNIBERTSITATEA
Learning Analytics
Enfokeak
Ezberdinak izan ditzake rolaren araberaIkaslea
bere helburu eta patroietaz ausnartuHezitzaileak
laguntza edo arreta beharrak detektatuEdukien koordinatzaileak
edukiak hobetu, curriculum-ak aldatu,...Instituzioak
marketing, efizientzia,...
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MONDRAGON UNIBERTSITATEA
Learning Analytics
Analisia egiteko moduak
Edukiaren analisiaDiskurtsoaren analisiaSare sozialen analisiaIzaeren analisia
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MONDRAGON UNIBERTSITATEA
Learning Analytics
Helburuaren arabera
Deskriptiboa zer gertatu da?Prediktiboa zergatik gertatu da?Diagnostikoa zer gertatuko da?Preskriptiboa zer egin beharko nuke?
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MONDRAGON UNIBERTSITATEA
Learning Analytics
Emaitzaren arabera
Informazioa bistaratzeaEsku-hartzeaPertsonalizazioa eta egokitzapenaPredikzioak
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Moodle estandarrean
TxostenakAgerraldiakIkastaroaren jarduera
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Moodle estandarrean
Jardueren osaketa
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Moodle estandarrean
Baldintzapeko jarduerak
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Moodle estandarrean
Ikastaro osaketa
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Moodle estandarrean
Galdetegien estatistikak
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Gehigarriak
Aurrerapenaren jarraipena (2.8tik aurrera)
https://moodle.org/plugins/block_completion_progress
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Gehigarriak
Analytics Graphs
https://moodle.org/plugins/block_analytics_graphs
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Gehigarriak
Heat Map (2.7tik aurrera)
https://moodle.org/plugins/block_heatmap
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Gehigarriak
Configurable reports
https://moodle.org/plugins/block_configurable_reports
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Gehigarriak
Engagement Analytics (2.7 arte)
https://moodle.org/plugins/view.php?plugin=mod_engagementhttps://moodle.org/plugins/view.php?plugin=block_engagementhttps://moodle.org/plugins/report_engagement
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Gehigarriak
Ikastaroaren dedikazioa
https://moodle.org/plugins/block_dedication
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Gehigarriak
Level up!
https://moodle.org/plugins/block_xphttps://moodle.org/plugins/availability_xp
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MONDRAGON UNIBERTSITATEA
Nola aplikatu Moodle-n
Gehigarriak
GISMO (2.8 arte)
https://moodle.org/plugins/block_gismo
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MONDRAGON UNIBERTSITATEA
Adibidea: MyCourse
Helburua
Ikasle bakoitzari aurreko edizioetako ikasle arrakastatsu antzekoena aurkitu eta bere emaitza hobetzeko astero jarduera zerrenda pertsonalizatua proposatzea
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MONDRAGON UNIBERTSITATEA
Adibidea: MyCourse
- Aurreko edizioetako ikasle eredugarrien datuak anonimo bihurtu eta gorde- Martxan dagoen edizioko ikasleen datuak bildu eta aurreko ikasle eredugarri antzekoena aurkitu- Horren arabera asteka jardueren gomendioak egin
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MONDRAGON UNIBERTSITATEA
Adibidea: MyCourse
Baldintzak
- Edizioen eduki gehienak berdinak izatea (>%80)
- Edizioen iraupena eta plangintza antzekoa izatea
- Ikastaroko kalifikazioak Moodle-n sartzea
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MONDRAGON UNIBERTSITATEA
Adibidea: MyCourse
Funtzionamendua
- Ikastaroan MyCourse blokea gehitu- Aurreko edizioetako edukien taula inportatu- Astero ikasleei gomendioak egin
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MONDRAGON UNIBERTSITATEA
Adibidea: MyCourse
Gure gehigarriaren ezarpenak
- Astekako gomendioak- Ikasleen %50ak jasoko dituzte
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MONDRAGON UNIBERTSITATEA
Adibidea: MyCourse
Recommendations as a key aspect for online learning personalization: teachers’ and students’ perceptions.
Nagore Ipiña, Rosa Basagoiti, Olaia Jimenez, Iñigo Arriaran
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MONDRAGON UNIBERTSITATEA
Etorkizuna imajinatzen
MoodleHQ Project Inspire
Machine Learning bidezko LA
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MONDRAGON UNIBERTSITATEA
Etorkizuna imajinatzen
Une honetan LMSetan oinarritutako erremintak dira nagusi
Etorkizunean ikasleen arrasto digital guztiak kontuan hartuz gero datu esanguratsu gehiago lortu ahalko dira
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MONDRAGON UNIBERTSITATEA
Etorkizuna imajinatzen
- LMSko informazioa- Geokokapenaren informazioa
Eskolan, etxean, autobusean,...
- Orduen informazioa- Internet konexioaren informazioa
WiFi, 3G, 4G, offline...
- Web nabigazioaren informazioaGoogle Analytics, Piwik,...
- App vs. Web bidezko erabilera- Bestelako erreminten erabilera
Posta elektronikoa, YouTube, Twitter,...
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MONDRAGON UNIBERTSITATEA
Etorkizuna imajinatzen
- Datu demografikoak
- Ikaslearen espedientea
- Hautatutako ikasgaiak
- Liburutegiko datuak
- Klaseetako asistentzia
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MONDRAGON UNIBERTSITATEA
Etorkizuna imajinatzen
Etika eta pribatutasuna
Datuen jabetzaAnonimotasunaSegurtasunaIrekitasunaNork eta zertarako erabiliko dira datuak?
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MONDRAGON UNIBERTSITATEA
Etorkizuna imajinatzen
- Nola ikusten duzue hau guztia?
Interesgarria?Baliagarria?Kezkagarria?Arriskutsua?
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Eskerrik asko
www.mondragon.edu
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MONDRAGON UNIBERTSITATEA
Estekak
https://docs.moodle.org/33/en/Learning_analyticshttps://en.wikipedia.org/wiki/Learning_analyticshttps://docs.moodle.org/dev/Learning_Analytics_Specificationhttps://moodle.com/2017/07/17/inspired-open-source-solution-learning-analytics-project-inspire/https://moodle.org/course/view.php?id=17233https://www.slideshare.net/ghenrick/gavin-henrick-analysing-learning-analyticshttps://www.youtube.com/watch?v=_-PPp1LdE5c
https://moodle.org/plugins/block_completion_progresshttps://moodle.org/plugins/block_analytics_graphshttps://moodle.org/plugins/block_heatmaphttps://moodle.org/plugins/block_configurable_reportshttps://moodle.org/plugins/view.php?plugin=mod_engagementhttps://moodle.org/plugins/view.php?plugin=block_engagementhttps://moodle.org/plugins/report_engagementhttps://moodle.org/plugins/block_dedicationhttps://moodle.org/plugins/block_xphttps://moodle.org/plugins/availability_xphttps://moodle.org/plugins/block_gismo