SlideShare ist ein Scribd-Unternehmen logo
1 von 14
Downloaden Sie, um offline zu lesen
The European Commission’s
science and knowledge service
Joint Research Centre
Riina Vuorikari, PhD
Unit Human Capital & Employment, Directorate Innovation and Growth
European Commission, DG Joint Research Centre




To thrive in an AI-rich world:
how EU could help building 

student and teacher capacities? 

https://s3platform.jrc.ec.europa.eu/
artificial-intelligence
Embodied AI (Robotics) on
Child’s Development and
Education
Joint Research Centre: 

The European Commission's science and knowledge service
European Commission: DG JRC (Joint Research Centre)
• Internal science and knowledge service
of the European Commission
• Policy neutral: has no policy agenda of
its own
• JRC mission is to support EU policies
with independent evidence throughout
the whole policy cycle
• Work for more than 20 EC policy
departments
Riina.Vuorikari@ec.europa.eu
@vuorikari
AI will change occupations, automate tasks and
processes.
Source: adapted from OECD, 2019 TALIS, Table I.2.27
Average number of hours teachers in EU-22 report having spent on the following activities during the most recent 

complete calendar week
What about that of a teacher? 

What are the activities 

that might be 

complemented, 

augmented, 

substituted or 

even made obsolete 

by AI?
AI in Education: What challenges in education are we solving? 

Might we “routinise” old institutional problems or fix them?
The latest OECD data show a worrying trend in teachers’ time
allocation in an average lesson since 2013:
• An overall decline in time spent on actual teaching and learning within
single lessons (16/20 EU countries*)
• Time spent on administrative tasks (including communication,
paperwork and other clerical duties) has gone up in 12 EU countries.
Source: TALIS, OECD, 2019, Table I.2.17
* Bulgaria, Croatia, Cyprus, Czech Republic, Denmark, England (UK), Finland, Flemish Comm.
(Belgium), France, Italy, Latvia, Netherlands, Portugal, Romania, Slovak Republic, Spain
What are the real challenges to solve to help learners? Can AI technologies 

help teachers and education systems in delivering quality education?
• When teaching larger classes teachers tend to spend less time in teaching 

than other tasks
• 30% of teachers have low efficacy in motivating student learning
• 27% teach in classes with more than 10% of special needs students (e.g. 

over 50% in BE)
• 20% of teachers have more than 10% of students whose first language is different
from the language of instruction (e.g. over 40% in Austria and Sweden)
BUT only 41% very/well prepared for the use of ICT for teaching (e.g. 20% in FI and AT)
Source: Adapted for EU from OECD (2019), TALIS 2018 Results (Volume I): Teachers and School Leaders as Lifelong Learners
AI in Education: Teaching and learning with AI.
Teacher-facing AI can complement/augment/substitute
Teaching methods and delivery, lesson planning
Classroom management
Assessment, evaluation and diagnosis
Learner-facing AI can complement/augment
Individual's learning and development
Affective-motivational disposition (e.g. strategies

to motivate learners, develop socio-emotional skills)
Education System-facing AI complement/substitute/make
obsolete
https://www.analyticsvidhya.com/blog/2018/06/china-school-facial-recognition-analyse-students/
Does this fit to our local needs, values and context? 

What is the European vision for AI in education?
Create a common vision for AI in Education in Europe & 

Allocate resources to build AI technologies that help teachers and 

learners
A Low hanging fruit driven by supply-side?

AI-based personalised content platforms 

& intelligent tutoring systems with a 

half-hearted visions of learning & pedagogy
What about a vision of AI in education 

for empowering learning and the individual?
On-going work at JRC: Co-designing AI empowered tools with 

teachers and for teachers
Guidelines on how to involve learners, teachers, school heads and local
education authorities in co-designing of AI-based tools with features t h e y
find useful for their own use.
How to offer training and otherwise support them so that they can
effectively use these tools in their learning and teaching.
Ethics of AI in education
At all levels, policies of ethics and data protection should support
learners, teachers, school principals, etc. to make informed decisions
about the use of their data within their institution but also outside of it
(e.g. game-based learning, informal learning)
Thank you
Riina.Vuorikari@ec.europa.eu
@vuorikari
Learning about AI. Examp 1: Citizens' education
Focus on "AI literacy"
to support critical
citizens
Learning about AI. Example 2: Offerings by ed. authorities
Learning about AI. Example 3: by teachers in eTwinning

Weitere ähnliche Inhalte

Was ist angesagt?

IsaNet Digital Strategy 09 09
IsaNet Digital Strategy 09 09IsaNet Digital Strategy 09 09
IsaNet Digital Strategy 09 09James Wilding
 
"Digital enabled learning" (Arctic frontiers speech 2020)
"Digital enabled learning" (Arctic frontiers speech 2020)"Digital enabled learning" (Arctic frontiers speech 2020)
"Digital enabled learning" (Arctic frontiers speech 2020)Jari Laru
 
ICT for Education in Europe and the new EU2020 Strategy - Policy and Practice
ICT for Education in Europe and the new EU2020 Strategy - Policy and PracticeICT for Education in Europe and the new EU2020 Strategy - Policy and Practice
ICT for Education in Europe and the new EU2020 Strategy - Policy and PracticeEDEN Digital Learning Europe
 
Developing Computational Thinking Practises through Digital Fabrication Activ...
Developing Computational Thinking Practises through Digital Fabrication Activ...Developing Computational Thinking Practises through Digital Fabrication Activ...
Developing Computational Thinking Practises through Digital Fabrication Activ...Jari Laru
 
Digital Mirror: Measuring the digital innovation maturity in Estonian schools
Digital Mirror: Measuring the digital innovation maturity in Estonian schoolsDigital Mirror: Measuring the digital innovation maturity in Estonian schools
Digital Mirror: Measuring the digital innovation maturity in Estonian schoolsMart Laanpere
 
Introduction to 20 Classroom Hacks For Education 4.0 (updated)
Introduction to 20 Classroom Hacks For Education 4.0 (updated)Introduction to 20 Classroom Hacks For Education 4.0 (updated)
Introduction to 20 Classroom Hacks For Education 4.0 (updated)Azmi Mohd Tamil
 
The need for agile cross-institutional recognition and validation of prior le...
The need for agile cross-institutional recognition and validation of prior le...The need for agile cross-institutional recognition and validation of prior le...
The need for agile cross-institutional recognition and validation of prior le...EDEN Digital Learning Europe
 
Ict in schools_2006-7_final4
Ict  in  schools_2006-7_final4Ict  in  schools_2006-7_final4
Ict in schools_2006-7_final4Kiran Zara
 
Technology, covid 19, and the future(s) of higher education
Technology, covid 19, and the future(s) of higher educationTechnology, covid 19, and the future(s) of higher education
Technology, covid 19, and the future(s) of higher educationD. Christopher Brooks
 
Ict in higher education review of literature from 2004 2011
Ict in higher education review of literature from 2004 2011Ict in higher education review of literature from 2004 2011
Ict in higher education review of literature from 2004 2011Tariq Ghayyur
 
How to create a broader, fairer and smarter education system?
How to create a broader, fairer and smarter education system?How to create a broader, fairer and smarter education system?
How to create a broader, fairer and smarter education system?Jisc
 
Impact of ICTs in Education: Evidence and Future Directions
Impact of ICTs in Education: Evidence and Future DirectionsImpact of ICTs in Education: Evidence and Future Directions
Impact of ICTs in Education: Evidence and Future DirectionsOystein Johannessen
 
PREDICTING FUTURE OF EDTECH 2030 v2
PREDICTING FUTURE OF EDTECH 2030 v2PREDICTING FUTURE OF EDTECH 2030 v2
PREDICTING FUTURE OF EDTECH 2030 v2Jari Laru
 
Impact of computer education on students interest and performance in automobi...
Impact of computer education on students interest and performance in automobi...Impact of computer education on students interest and performance in automobi...
Impact of computer education on students interest and performance in automobi...Alexander Decker
 
ICT Implementation in The Education Sector of Bangladesh
ICT Implementation in The Education Sector of BangladeshICT Implementation in The Education Sector of Bangladesh
ICT Implementation in The Education Sector of BangladeshAyman Sadiq
 
Roadshow Presentation Final
Roadshow Presentation   FinalRoadshow Presentation   Final
Roadshow Presentation FinalMel Tan
 
Use of Ict in Teaching Economics and Reasearch
Use of Ict in Teaching Economics and ReasearchUse of Ict in Teaching Economics and Reasearch
Use of Ict in Teaching Economics and ReasearchSandipan Das
 
Dagienė, Valentina „Konkurso „Bebras“ varžybos – vertinga mokymosi patirtis“ ...
Dagienė, Valentina „Konkurso „Bebras“ varžybos – vertinga mokymosi patirtis“ ...Dagienė, Valentina „Konkurso „Bebras“ varžybos – vertinga mokymosi patirtis“ ...
Dagienė, Valentina „Konkurso „Bebras“ varžybos – vertinga mokymosi patirtis“ ...Lietuvos kompiuterininkų sąjunga
 
What’s in it for education, training, youth and sport?
What’s in it for education, training, youth and sport?What’s in it for education, training, youth and sport?
What’s in it for education, training, youth and sport?Pogled kroz prozor
 

Was ist angesagt? (20)

IsaNet Digital Strategy 09 09
IsaNet Digital Strategy 09 09IsaNet Digital Strategy 09 09
IsaNet Digital Strategy 09 09
 
"Digital enabled learning" (Arctic frontiers speech 2020)
"Digital enabled learning" (Arctic frontiers speech 2020)"Digital enabled learning" (Arctic frontiers speech 2020)
"Digital enabled learning" (Arctic frontiers speech 2020)
 
ICT for Education in Europe and the new EU2020 Strategy - Policy and Practice
ICT for Education in Europe and the new EU2020 Strategy - Policy and PracticeICT for Education in Europe and the new EU2020 Strategy - Policy and Practice
ICT for Education in Europe and the new EU2020 Strategy - Policy and Practice
 
Developing Computational Thinking Practises through Digital Fabrication Activ...
Developing Computational Thinking Practises through Digital Fabrication Activ...Developing Computational Thinking Practises through Digital Fabrication Activ...
Developing Computational Thinking Practises through Digital Fabrication Activ...
 
Digital Mirror: Measuring the digital innovation maturity in Estonian schools
Digital Mirror: Measuring the digital innovation maturity in Estonian schoolsDigital Mirror: Measuring the digital innovation maturity in Estonian schools
Digital Mirror: Measuring the digital innovation maturity in Estonian schools
 
Introduction to 20 Classroom Hacks For Education 4.0 (updated)
Introduction to 20 Classroom Hacks For Education 4.0 (updated)Introduction to 20 Classroom Hacks For Education 4.0 (updated)
Introduction to 20 Classroom Hacks For Education 4.0 (updated)
 
The need for agile cross-institutional recognition and validation of prior le...
The need for agile cross-institutional recognition and validation of prior le...The need for agile cross-institutional recognition and validation of prior le...
The need for agile cross-institutional recognition and validation of prior le...
 
Ict in schools_2006-7_final4
Ict  in  schools_2006-7_final4Ict  in  schools_2006-7_final4
Ict in schools_2006-7_final4
 
Technology, covid 19, and the future(s) of higher education
Technology, covid 19, and the future(s) of higher educationTechnology, covid 19, and the future(s) of higher education
Technology, covid 19, and the future(s) of higher education
 
Ict in higher education review of literature from 2004 2011
Ict in higher education review of literature from 2004 2011Ict in higher education review of literature from 2004 2011
Ict in higher education review of literature from 2004 2011
 
How to create a broader, fairer and smarter education system?
How to create a broader, fairer and smarter education system?How to create a broader, fairer and smarter education system?
How to create a broader, fairer and smarter education system?
 
Impact of ICTs in Education: Evidence and Future Directions
Impact of ICTs in Education: Evidence and Future DirectionsImpact of ICTs in Education: Evidence and Future Directions
Impact of ICTs in Education: Evidence and Future Directions
 
PREDICTING FUTURE OF EDTECH 2030 v2
PREDICTING FUTURE OF EDTECH 2030 v2PREDICTING FUTURE OF EDTECH 2030 v2
PREDICTING FUTURE OF EDTECH 2030 v2
 
Impact of computer education on students interest and performance in automobi...
Impact of computer education on students interest and performance in automobi...Impact of computer education on students interest and performance in automobi...
Impact of computer education on students interest and performance in automobi...
 
ICT Implementation in The Education Sector of Bangladesh
ICT Implementation in The Education Sector of BangladeshICT Implementation in The Education Sector of Bangladesh
ICT Implementation in The Education Sector of Bangladesh
 
Roadshow Presentation Final
Roadshow Presentation   FinalRoadshow Presentation   Final
Roadshow Presentation Final
 
Use of Ict in Teaching Economics and Reasearch
Use of Ict in Teaching Economics and ReasearchUse of Ict in Teaching Economics and Reasearch
Use of Ict in Teaching Economics and Reasearch
 
Dagienė, Valentina „Konkurso „Bebras“ varžybos – vertinga mokymosi patirtis“ ...
Dagienė, Valentina „Konkurso „Bebras“ varžybos – vertinga mokymosi patirtis“ ...Dagienė, Valentina „Konkurso „Bebras“ varžybos – vertinga mokymosi patirtis“ ...
Dagienė, Valentina „Konkurso „Bebras“ varžybos – vertinga mokymosi patirtis“ ...
 
Presentation1
Presentation1Presentation1
Presentation1
 
What’s in it for education, training, youth and sport?
What’s in it for education, training, youth and sport?What’s in it for education, training, youth and sport?
What’s in it for education, training, youth and sport?
 

Ähnlich wie Ai in Education: Helping EU to thrive

Ict in schools_2006-7_final4
Ict  in  schools_2006-7_final4Ict  in  schools_2006-7_final4
Ict in schools_2006-7_final4Kiran Zara
 
The eMature school in Europe
The eMature school in EuropeThe eMature school in Europe
The eMature school in Europeguest35c1e7
 
Slovenian delegation zwolle 10 october
Slovenian delegation zwolle 10 octoberSlovenian delegation zwolle 10 october
Slovenian delegation zwolle 10 octoberKennisnet
 
Balanskat ict in schools
Balanskat ict in schoolsBalanskat ict in schools
Balanskat ict in schoolsQuique Fdez
 
Invalsi appam rapporteur_innovation
Invalsi appam rapporteur_innovationInvalsi appam rapporteur_innovation
Invalsi appam rapporteur_innovationalinepennisi
 
Presentation taccle aquatnet
Presentation taccle aquatnetPresentation taccle aquatnet
Presentation taccle aquatnetjensvermeersch
 
e-competence in the European Framework: 21st century literacies (UOC, Seminar...
e-competence in the European Framework: 21st century literacies (UOC, Seminar...e-competence in the European Framework: 21st century literacies (UOC, Seminar...
e-competence in the European Framework: 21st century literacies (UOC, Seminar...@cristobalcobo
 
European team presentation_1
European team presentation_1European team presentation_1
European team presentation_1luguardia
 
Higher Education Provision of Accessible Information for Learning: Guidelines
Higher Education Provision of Accessible Information for Learning: GuidelinesHigher Education Provision of Accessible Information for Learning: Guidelines
Higher Education Provision of Accessible Information for Learning: GuidelinesIAU-HEEFA
 
Innovating Teaching and Learning Practices: Key Elements for Developing Crea...
Innovating Teaching and Learning Practices:  Key Elements for Developing Crea...Innovating Teaching and Learning Practices:  Key Elements for Developing Crea...
Innovating Teaching and Learning Practices: Key Elements for Developing Crea...eLearning Papers
 
Ariadne2008 hungray hm_v1
Ariadne2008 hungray hm_v1Ariadne2008 hungray hm_v1
Ariadne2008 hungray hm_v1ITStudy Ltd.
 
eTwinning Closing Speech
eTwinning Closing SpeecheTwinning Closing Speech
eTwinning Closing SpeechAlexa Joyce
 
Europe presentation
Europe presentationEurope presentation
Europe presentationluguardia
 
Over-expectation or under-exploitation?
Over-expectation or under-exploitation?Over-expectation or under-exploitation?
Over-expectation or under-exploitation?eLearning Papers
 
Evolution_of_Education.pdf
Evolution_of_Education.pdfEvolution_of_Education.pdf
Evolution_of_Education.pdfkyawlwin39
 
2015-03-25 research seminar
2015-03-25 research seminar2015-03-25 research seminar
2015-03-25 research seminarifi8106tlu
 
Managing Knowledge within Communities of Practice: Analysing Needs and Develo...
Managing Knowledge within Communities of Practice: Analysing Needs and Develo...Managing Knowledge within Communities of Practice: Analysing Needs and Develo...
Managing Knowledge within Communities of Practice: Analysing Needs and Develo...eLearning Papers
 
E-Maturity and School Development
E-Maturity and School DevelopmentE-Maturity and School Development
E-Maturity and School DevelopmentPeter Micheuz
 

Ähnlich wie Ai in Education: Helping EU to thrive (20)

Ict in schools_2006-7_final4
Ict  in  schools_2006-7_final4Ict  in  schools_2006-7_final4
Ict in schools_2006-7_final4
 
The eMature school in Europe
The eMature school in EuropeThe eMature school in Europe
The eMature school in Europe
 
Slovenian delegation zwolle 10 october
Slovenian delegation zwolle 10 octoberSlovenian delegation zwolle 10 october
Slovenian delegation zwolle 10 october
 
Balanskat ict in schools
Balanskat ict in schoolsBalanskat ict in schools
Balanskat ict in schools
 
Invalsi appam rapporteur_innovation
Invalsi appam rapporteur_innovationInvalsi appam rapporteur_innovation
Invalsi appam rapporteur_innovation
 
Presentation taccle aquatnet
Presentation taccle aquatnetPresentation taccle aquatnet
Presentation taccle aquatnet
 
e-competence in the European Framework: 21st century literacies (UOC, Seminar...
e-competence in the European Framework: 21st century literacies (UOC, Seminar...e-competence in the European Framework: 21st century literacies (UOC, Seminar...
e-competence in the European Framework: 21st century literacies (UOC, Seminar...
 
European team presentation_1
European team presentation_1European team presentation_1
European team presentation_1
 
Higher Education Provision of Accessible Information for Learning: Guidelines
Higher Education Provision of Accessible Information for Learning: GuidelinesHigher Education Provision of Accessible Information for Learning: Guidelines
Higher Education Provision of Accessible Information for Learning: Guidelines
 
Creative Classrooms 2020 (CCR)
Creative Classrooms 2020 (CCR)Creative Classrooms 2020 (CCR)
Creative Classrooms 2020 (CCR)
 
Innovating Teaching and Learning Practices: Key Elements for Developing Crea...
Innovating Teaching and Learning Practices:  Key Elements for Developing Crea...Innovating Teaching and Learning Practices:  Key Elements for Developing Crea...
Innovating Teaching and Learning Practices: Key Elements for Developing Crea...
 
Ariadne2008 hungray hm_v1
Ariadne2008 hungray hm_v1Ariadne2008 hungray hm_v1
Ariadne2008 hungray hm_v1
 
eTwinning Closing Speech
eTwinning Closing SpeecheTwinning Closing Speech
eTwinning Closing Speech
 
Europe presentation
Europe presentationEurope presentation
Europe presentation
 
Europe presentation
Europe presentationEurope presentation
Europe presentation
 
Over-expectation or under-exploitation?
Over-expectation or under-exploitation?Over-expectation or under-exploitation?
Over-expectation or under-exploitation?
 
Evolution_of_Education.pdf
Evolution_of_Education.pdfEvolution_of_Education.pdf
Evolution_of_Education.pdf
 
2015-03-25 research seminar
2015-03-25 research seminar2015-03-25 research seminar
2015-03-25 research seminar
 
Managing Knowledge within Communities of Practice: Analysing Needs and Develo...
Managing Knowledge within Communities of Practice: Analysing Needs and Develo...Managing Knowledge within Communities of Practice: Analysing Needs and Develo...
Managing Knowledge within Communities of Practice: Analysing Needs and Develo...
 
E-Maturity and School Development
E-Maturity and School DevelopmentE-Maturity and School Development
E-Maturity and School Development
 

Mehr von Riina Vuorikari

Eurooppalainen DigComp perusdigitaitojen viitekehys käyttöön
Eurooppalainen DigComp perusdigitaitojen viitekehys käyttöönEurooppalainen DigComp perusdigitaitojen viitekehys käyttöön
Eurooppalainen DigComp perusdigitaitojen viitekehys käyttöönRiina Vuorikari
 
DigComp helping shape the education ecosystem in Europe.pdf
DigComp helping shape the education ecosystem in Europe.pdfDigComp helping shape the education ecosystem in Europe.pdf
DigComp helping shape the education ecosystem in Europe.pdfRiina Vuorikari
 
Defining and measuring digital competence in a rapidly changing world: Perspe...
Defining and measuring digital competence in a rapidly changing world: Perspe...Defining and measuring digital competence in a rapidly changing world: Perspe...
Defining and measuring digital competence in a rapidly changing world: Perspe...Riina Vuorikari
 
Internetdagar: DigComp 2.2 update
Internetdagar: DigComp 2.2 updateInternetdagar: DigComp 2.2 update
Internetdagar: DigComp 2.2 updateRiina Vuorikari
 
Resetting education through recent research
Resetting education through recent researchResetting education through recent research
Resetting education through recent researchRiina Vuorikari
 
DigComp 2.2: European Media Literacy week 2021
DigComp 2.2: European Media Literacy week 2021DigComp 2.2: European Media Literacy week 2021
DigComp 2.2: European Media Literacy week 2021Riina Vuorikari
 
DigComp 2.2 update (step6: validation)
DigComp 2.2 update (step6: validation)DigComp 2.2 update (step6: validation)
DigComp 2.2 update (step6: validation)Riina Vuorikari
 
Addressing citizens' AI challenge through EU’s Digital Education Action Plan
Addressing citizens' AI challenge through EU’s Digital Education Action PlanAddressing citizens' AI challenge through EU’s Digital Education Action Plan
Addressing citizens' AI challenge through EU’s Digital Education Action PlanRiina Vuorikari
 
Makerspaces for Education & Training: Future implications
Makerspaces for Education & Training: Future implications Makerspaces for Education & Training: Future implications
Makerspaces for Education & Training: Future implications Riina Vuorikari
 
Co-designing the future of educational makespaces
Co-designing the future of educational makespacesCo-designing the future of educational makespaces
Co-designing the future of educational makespacesRiina Vuorikari
 
eTwinning Live: CPD with a wow-factor
eTwinning Live: CPD with a wow-factoreTwinning Live: CPD with a wow-factor
eTwinning Live: CPD with a wow-factorRiina Vuorikari
 
Teacher Professional Development with a wow-factor: Innovative and emerging p...
Teacher Professional Development with a wow-factor: Innovative and emerging p...Teacher Professional Development with a wow-factor: Innovative and emerging p...
Teacher Professional Development with a wow-factor: Innovative and emerging p...Riina Vuorikari
 
ITU - background information on DigComp
ITU - background information on DigCompITU - background information on DigComp
ITU - background information on DigCompRiina Vuorikari
 
Emerging, innovative practices of Teacher Professional development - How are ...
Emerging, innovative practices of Teacher Professional development - How are ...Emerging, innovative practices of Teacher Professional development - How are ...
Emerging, innovative practices of Teacher Professional development - How are ...Riina Vuorikari
 
SHEILA project: Panel on capacity building
SHEILA project: Panel on capacity buildingSHEILA project: Panel on capacity building
SHEILA project: Panel on capacity buildingRiina Vuorikari
 
Exploratory study: Is eTwinning a PD programme that proves successful for sc...
Exploratory study:Is eTwinning a PD programmethat proves successful for sc...Exploratory study:Is eTwinning a PD programmethat proves successful for sc...
Exploratory study: Is eTwinning a PD programme that proves successful for sc...Riina Vuorikari
 
Online chat: Tools for digitilising education institutions
Online chat: Tools for digitilising education institutions Online chat: Tools for digitilising education institutions
Online chat: Tools for digitilising education institutions Riina Vuorikari
 
Learning Analytics – Challenges arising from a current review of LA use
Learning Analytics – Challenges arising from a current review of LA useLearning Analytics – Challenges arising from a current review of LA use
Learning Analytics – Challenges arising from a current review of LA useRiina Vuorikari
 
Oppimisanalytiikka – Mahdollisuudet ja edessä olevat haasteet Euroopan koulum...
Oppimisanalytiikka – Mahdollisuudet ja edessä olevat haasteet Euroopan koulum...Oppimisanalytiikka – Mahdollisuudet ja edessä olevat haasteet Euroopan koulum...
Oppimisanalytiikka – Mahdollisuudet ja edessä olevat haasteet Euroopan koulum...Riina Vuorikari
 
Learning Analytics – Research challenges arising from a current review of LA use
Learning Analytics – Research challenges arising from a current review of LA useLearning Analytics – Research challenges arising from a current review of LA use
Learning Analytics – Research challenges arising from a current review of LA useRiina Vuorikari
 

Mehr von Riina Vuorikari (20)

Eurooppalainen DigComp perusdigitaitojen viitekehys käyttöön
Eurooppalainen DigComp perusdigitaitojen viitekehys käyttöönEurooppalainen DigComp perusdigitaitojen viitekehys käyttöön
Eurooppalainen DigComp perusdigitaitojen viitekehys käyttöön
 
DigComp helping shape the education ecosystem in Europe.pdf
DigComp helping shape the education ecosystem in Europe.pdfDigComp helping shape the education ecosystem in Europe.pdf
DigComp helping shape the education ecosystem in Europe.pdf
 
Defining and measuring digital competence in a rapidly changing world: Perspe...
Defining and measuring digital competence in a rapidly changing world: Perspe...Defining and measuring digital competence in a rapidly changing world: Perspe...
Defining and measuring digital competence in a rapidly changing world: Perspe...
 
Internetdagar: DigComp 2.2 update
Internetdagar: DigComp 2.2 updateInternetdagar: DigComp 2.2 update
Internetdagar: DigComp 2.2 update
 
Resetting education through recent research
Resetting education through recent researchResetting education through recent research
Resetting education through recent research
 
DigComp 2.2: European Media Literacy week 2021
DigComp 2.2: European Media Literacy week 2021DigComp 2.2: European Media Literacy week 2021
DigComp 2.2: European Media Literacy week 2021
 
DigComp 2.2 update (step6: validation)
DigComp 2.2 update (step6: validation)DigComp 2.2 update (step6: validation)
DigComp 2.2 update (step6: validation)
 
Addressing citizens' AI challenge through EU’s Digital Education Action Plan
Addressing citizens' AI challenge through EU’s Digital Education Action PlanAddressing citizens' AI challenge through EU’s Digital Education Action Plan
Addressing citizens' AI challenge through EU’s Digital Education Action Plan
 
Makerspaces for Education & Training: Future implications
Makerspaces for Education & Training: Future implications Makerspaces for Education & Training: Future implications
Makerspaces for Education & Training: Future implications
 
Co-designing the future of educational makespaces
Co-designing the future of educational makespacesCo-designing the future of educational makespaces
Co-designing the future of educational makespaces
 
eTwinning Live: CPD with a wow-factor
eTwinning Live: CPD with a wow-factoreTwinning Live: CPD with a wow-factor
eTwinning Live: CPD with a wow-factor
 
Teacher Professional Development with a wow-factor: Innovative and emerging p...
Teacher Professional Development with a wow-factor: Innovative and emerging p...Teacher Professional Development with a wow-factor: Innovative and emerging p...
Teacher Professional Development with a wow-factor: Innovative and emerging p...
 
ITU - background information on DigComp
ITU - background information on DigCompITU - background information on DigComp
ITU - background information on DigComp
 
Emerging, innovative practices of Teacher Professional development - How are ...
Emerging, innovative practices of Teacher Professional development - How are ...Emerging, innovative practices of Teacher Professional development - How are ...
Emerging, innovative practices of Teacher Professional development - How are ...
 
SHEILA project: Panel on capacity building
SHEILA project: Panel on capacity buildingSHEILA project: Panel on capacity building
SHEILA project: Panel on capacity building
 
Exploratory study: Is eTwinning a PD programme that proves successful for sc...
Exploratory study:Is eTwinning a PD programmethat proves successful for sc...Exploratory study:Is eTwinning a PD programmethat proves successful for sc...
Exploratory study: Is eTwinning a PD programme that proves successful for sc...
 
Online chat: Tools for digitilising education institutions
Online chat: Tools for digitilising education institutions Online chat: Tools for digitilising education institutions
Online chat: Tools for digitilising education institutions
 
Learning Analytics – Challenges arising from a current review of LA use
Learning Analytics – Challenges arising from a current review of LA useLearning Analytics – Challenges arising from a current review of LA use
Learning Analytics – Challenges arising from a current review of LA use
 
Oppimisanalytiikka – Mahdollisuudet ja edessä olevat haasteet Euroopan koulum...
Oppimisanalytiikka – Mahdollisuudet ja edessä olevat haasteet Euroopan koulum...Oppimisanalytiikka – Mahdollisuudet ja edessä olevat haasteet Euroopan koulum...
Oppimisanalytiikka – Mahdollisuudet ja edessä olevat haasteet Euroopan koulum...
 
Learning Analytics – Research challenges arising from a current review of LA use
Learning Analytics – Research challenges arising from a current review of LA useLearning Analytics – Research challenges arising from a current review of LA use
Learning Analytics – Research challenges arising from a current review of LA use
 

Kürzlich hochgeladen

Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
General AI for Medical Educators April 2024
General AI for Medical Educators April 2024General AI for Medical Educators April 2024
General AI for Medical Educators April 2024Janet Corral
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxVishalSingh1417
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpinRaunakKeshri1
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...PsychoTech Services
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfagholdier
 

Kürzlich hochgeladen (20)

Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
General AI for Medical Educators April 2024
General AI for Medical Educators April 2024General AI for Medical Educators April 2024
General AI for Medical Educators April 2024
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
IGNOU MSCCFT and PGDCFT Exam Question Pattern: MCFT003 Counselling and Family...
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 

Ai in Education: Helping EU to thrive

  • 1. The European Commission’s science and knowledge service Joint Research Centre Riina Vuorikari, PhD Unit Human Capital & Employment, Directorate Innovation and Growth European Commission, DG Joint Research Centre 
 
 To thrive in an AI-rich world: how EU could help building 
 student and teacher capacities? 

  • 2. https://s3platform.jrc.ec.europa.eu/ artificial-intelligence Embodied AI (Robotics) on Child’s Development and Education Joint Research Centre: 
 The European Commission's science and knowledge service
  • 3. European Commission: DG JRC (Joint Research Centre) • Internal science and knowledge service of the European Commission • Policy neutral: has no policy agenda of its own • JRC mission is to support EU policies with independent evidence throughout the whole policy cycle • Work for more than 20 EC policy departments Riina.Vuorikari@ec.europa.eu @vuorikari
  • 4. AI will change occupations, automate tasks and processes. Source: adapted from OECD, 2019 TALIS, Table I.2.27 Average number of hours teachers in EU-22 report having spent on the following activities during the most recent 
 complete calendar week What about that of a teacher? 
 What are the activities 
 that might be 
 complemented, 
 augmented, 
 substituted or 
 even made obsolete 
 by AI?
  • 5. AI in Education: What challenges in education are we solving? 
 Might we “routinise” old institutional problems or fix them? The latest OECD data show a worrying trend in teachers’ time allocation in an average lesson since 2013: • An overall decline in time spent on actual teaching and learning within single lessons (16/20 EU countries*) • Time spent on administrative tasks (including communication, paperwork and other clerical duties) has gone up in 12 EU countries. Source: TALIS, OECD, 2019, Table I.2.17 * Bulgaria, Croatia, Cyprus, Czech Republic, Denmark, England (UK), Finland, Flemish Comm. (Belgium), France, Italy, Latvia, Netherlands, Portugal, Romania, Slovak Republic, Spain
  • 6. What are the real challenges to solve to help learners? Can AI technologies 
 help teachers and education systems in delivering quality education? • When teaching larger classes teachers tend to spend less time in teaching 
 than other tasks • 30% of teachers have low efficacy in motivating student learning • 27% teach in classes with more than 10% of special needs students (e.g. 
 over 50% in BE) • 20% of teachers have more than 10% of students whose first language is different from the language of instruction (e.g. over 40% in Austria and Sweden) BUT only 41% very/well prepared for the use of ICT for teaching (e.g. 20% in FI and AT) Source: Adapted for EU from OECD (2019), TALIS 2018 Results (Volume I): Teachers and School Leaders as Lifelong Learners
  • 7. AI in Education: Teaching and learning with AI. Teacher-facing AI can complement/augment/substitute Teaching methods and delivery, lesson planning Classroom management Assessment, evaluation and diagnosis Learner-facing AI can complement/augment Individual's learning and development Affective-motivational disposition (e.g. strategies
 to motivate learners, develop socio-emotional skills) Education System-facing AI complement/substitute/make obsolete
  • 8. https://www.analyticsvidhya.com/blog/2018/06/china-school-facial-recognition-analyse-students/ Does this fit to our local needs, values and context? 
 What is the European vision for AI in education?
  • 9. Create a common vision for AI in Education in Europe & 
 Allocate resources to build AI technologies that help teachers and 
 learners A Low hanging fruit driven by supply-side?
 AI-based personalised content platforms 
 & intelligent tutoring systems with a 
 half-hearted visions of learning & pedagogy What about a vision of AI in education 
 for empowering learning and the individual?
  • 10. On-going work at JRC: Co-designing AI empowered tools with 
 teachers and for teachers Guidelines on how to involve learners, teachers, school heads and local education authorities in co-designing of AI-based tools with features t h e y find useful for their own use. How to offer training and otherwise support them so that they can effectively use these tools in their learning and teaching. Ethics of AI in education At all levels, policies of ethics and data protection should support learners, teachers, school principals, etc. to make informed decisions about the use of their data within their institution but also outside of it (e.g. game-based learning, informal learning)
  • 12. Learning about AI. Examp 1: Citizens' education Focus on "AI literacy" to support critical citizens
  • 13. Learning about AI. Example 2: Offerings by ed. authorities
  • 14. Learning about AI. Example 3: by teachers in eTwinning