SlideShare a Scribd company logo
1 of 38
Download to read offline
Smart learning for education:
transformation life, business,
and the global economy
Prof. Alexander Ryjov
Lomonosov Moscow State University
Russian Presidential Academy of National Economy and Public Administration,
School of IT Management, Russia
alexander.ryjov@gmail.com
11th International Academy of CIO (IAC) Annual Meeting and Forum
Forum 2: IAC Conference on E-government, CIO and ICT
June 27-28, 2016
Bocconi University, Milan Italy
http://www.mckinsey.com/business-functions/business-technology/our-
insights/disruptive-technologies
• Scope:
• started with more than 100 possible
candidates
• Sources:
• academic journals,
• business and technology press,
• analysis of published venture capital
portfolios,
• hundreds of interviews with relevant
experts and thought leaders.
• Сriteria:
• the technology is rapidly advancing or
experiencing breakthroughs
• the potential scope of impact is broad
• significant economic value could be
affected
• economic impact is potentially
disruptive
Why now?
• Technologies are moving so quickly, and in so many
directions, that economy needs in mass education and
retraining for millions of peoples
• Learning technologies are not changing during last 500
years
• «Pythagoras»
• «Monastery»
• «Parochial school»
• Result: modern learning technologies for education is a
real stopper/ brake for modern economy
«Pythagoras» - The Teacher/
«Pythagoras» is here
Greece Sumerians
Rome India
China
«Monastery» - The Teacher/
«Supervisor + Book» are here.
Book is unique and is VERY expensive.
«Parochial school» - The Teacher/ «Supervisor
+ schoolbook» are here.
Schoolbook is standard and is cheap.
No difference with modern school:
• schoolbook —> iPad
• woody board —> plastic board
• piece of chalk —> felt pen
That’s all !
Why now?
• Technologies are moving so quickly, and in so many
directions, that economy needs in mass education and
retraining for millions of peoples
• Learning technologies are not changing during last 500
years
• «Pythagoras»
• «Monastery»
• «Parochial school»
• Result: modern learning technologies for education is
a real stopper/ brake for modern economy
EdTech market landscape
EdTech geo
E-Learning ($US Billions)
Ref: Edxus Group, IBIS Capital, GSMA, McKinsey & Company, Doceba
North
America
$23,8B
2013 Revenues
4,4%
Annual growth rate
9,0%
Cloud based authoring
tools and learning
platforms growth rate
$27,1B
Revenue by 2016
Western
Europe
$6,8B
2013 Revenues
5,8%
Annual growth rate
$8,1B
Revenue by 2016
Eastern
Europe
$728,8M
2013 Revenues
16,9%
Annual growth rate
$1,2B
Revenue by 2016
Asia
$7,1B
2013 Revenues
17,3%
Annual growth rate
$11,5B
Revenue by 2016
Middle
East
$443M
2013 Revenues
8,2%
Annual growth rate
$560,7M
Revenue by 2016
Africa
$332,9M
2013 Revenues
15,2%
Annual growth rate
$512,7M
Revenue by 2016
South
America
$1,4B
2013 Revenues
14,6%
Annual growth rate
$2,2B
Revenue by 2016
EdTech trends and
challenges
• Dying of old/ appearance of new professions; the time is
compressing
• The nature of learning technology has no changed since the
17th - 18th centuries
• The development of ICT/ Internet, the possibility of storing and
processing large amounts of data (big data)
• The success of data sciences/ machine learning in finance,
manufacturing, etc
• Main Challenge: adaptivity/ personalization/ individualization of
learning
Mindset for smart learning
• The control system
• The control object
• Environment
• Criteria
22
Mindset for smart learning
• The control system (CS)
• The control object (CO)
• Environment (E)
• Criteria (C)
23
Goal/ Criteria
Mindset for smart learning
• The control system (CS)
• The control object (CO)
• Environment (E)
• Criteria (C)
24
Goal/ Criteria
Tracking/ Measurement
25
Goal/ Criteria
There is no smart
learning without
measurement
• What we can measure?
• Time
• Number of right/ wrong answers
• Style (playing with mouse, etc)
• Gadgets, health trackers *)
• Audio/ video environment
• …
Content management
26
Goal/ Criteria
There is no smart
learning without
variety
• What we can change?
• Presentation of the content (color,
etc.)
• Sequence/ navigation of the content
• Level of complexity
• Time for break/ express-tests
• Turbo-regime
• …
Content management
27
Goal/ Criteria
There is no smart
learning without
smart criteria
• Different criteria are
possible (for example,
for different countries)
• We use «Minimal time
with minimal number of
mistakes»
Smart learning in education:
uchi.ru case
Minimal high-level
architecture
Measurements
Testing
System for
evaluation and
monitoring of
classification
System for
evaluation and
monitoring of
learning process
Very easy
Regular
Very difficult
System for
scenario
generation
Type of content
Navigation
…
System for
evaluation and
monitoring of
learning quality
Very good
Good
Fair
Poor
Information processing: Audio/ Video
Speed characteristics: fast/ slow
Attentiveness
Endurance
Extended high-level
architecture
Measurements
Testing
System for
evaluation and
monitoring of
classification
System for
evaluation and
monitoring of
learning process
Very easy
Regular
Very difficult
System for
scenario
generation
Type of content
Navigation
…
System for
evaluation and
monitoring of
learning quality
Very good
Good
Fair
Poor
Information processing: Audio/ Video
Speed characteristics: fast/ slow
Attentiveness
Endurance
System for evaluation
and monitoring of
psychophysical
status
System for
evaluation and
monitoring of the
environment
Special devises Express tests Gadgets PC/ Tablet Sensors
Specification of minimal
architecture
System for
evaluation and
monitoring of
classification
System for
evaluation and
monitoring of
learning process
Very easy
Regular
Very difficult
System for
scenario
generation
Type of content
Navigation
…
System for
evaluation and
monitoring of
learning quality
Very good
Good
Fair
Poor
Information processing: Audio/ Video
Speed characteristics: fast/ slow
Attentiveness
Endurance
Initial measurements (numbers)
Linguistic tier (membership functions)
A
X=x*; Y=y*
Xx*
small big
If A=small и B=big then Z1
If С=medium then Z2
… Logical tier (fuzzy rules)
Education XIX vs. Education XXI
Summary
Smart learning technologies are changing dramatically
the core functions of the society - education
Using Smart learning systems we can solve the main
challenge for modern economy - mass education and
retraining people
These technologies can reduce costs and improve
quality of service, lifestyle for a number of people. The
potential is enormous - but as in business, it will not be
realized without substantial investments in capabilities.
References
A gallery of disruptive technologies -
http://www.mckinsey.com/assets/dotcom/mgi/slideshows/disruptive_tech/index.html#
James Manyika, Michael Chui, Jacques Bughin, Richard Dobbs, Peter Bisson, Alex Marrs. Disruptive
technologies: Advances that will transform life, business, and the global economy. McKinsey Global
Institute (MGI), May 2013, 176 p. -
http://www.mckinsey.com/insights/business_technology/disruptive_technologies
James Manyika, Michael Chui, Peter Bisson, Jonathan Woetzel, Richard Dobbs, Jacques Bughin, Dan
Aharon. THE INTERNET OF THINGS: MAPPING THE VALUE BEYOND THE HYPE. McKinsey Global
Institute (MGI), June 2015, 144 p. -
http://www.mckinsey.com/insights/business_technology/the_internet_of_things_the_value_of_digitizing_th
e_physical_world
Ryjov A. Basic principles and foundations of information monitoring systems. In: Monitoring, Security, and
Rescue Techniques in Multi-agent Systems. Barbara Dunin-Keplicz, Andrzej Jankowski, etc. (Eds.).
Springer-Verlag, 2005, ISBN 3-540-23245-1, ISSN 16-15-3871, pp. 147-160.
Alexander Ryjov. Towards an optimal task-driven information granulation. In: Information Granularity, Big
Data, and Computational Intelligence. Witold Pedrycz and Shyi-Ming Chen (Eds.). Springer International
Publishing Switzerland 2015, pp. 191-208.
Alexander Ryjov. Personalization of Social Networks: Adaptive Semantic Layer Approach. In: Social
Networks: A Framework of Computational Intelligence. Witold Pedrycz and Shyi-Ming Chen (Eds.).
Springer International Publishing Switzerland 2014, pp. 21-40.
Thank You!
Backups
Alexander	Ryjov.	Personalization	of	Social	Networks:	Adaptive	Semantic	Layer	Approach.	In:	
Social	Networks:	A	Framework	of	Computational	Intelligence.	Ed.	by	Witold	Pedrycz	and	Shyi-
Ming	Chen.	Springer	Verlag,	2014	p.	21-40.
http://link.springer.com/chapter/10.1007%2F978-3-319-02993-1_2

More Related Content

What's hot

NPDL leveraging digital
NPDL   leveraging digitalNPDL   leveraging digital
NPDL leveraging digitalDerek Wenmoth
 
0 Brief Program Overview FORM
0 Brief Program Overview FORM0 Brief Program Overview FORM
0 Brief Program Overview FORMNiamh O Riordan
 
Future of education: what is it?
Future of education: what is it?Future of education: what is it?
Future of education: what is it?Kerry Richardson
 
Student Achievement in the Digital Age: How emergent technologies can enhance...
Student Achievement in the Digital Age: How emergent technologies can enhance...Student Achievement in the Digital Age: How emergent technologies can enhance...
Student Achievement in the Digital Age: How emergent technologies can enhance...Richard Hall
 
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
 
Eyes wide open! The invisible restraints affecting youth digital practice in HE
Eyes wide open! The invisible restraints affecting youth digital practice in HEEyes wide open! The invisible restraints affecting youth digital practice in HE
Eyes wide open! The invisible restraints affecting youth digital practice in HEJisc
 
From «Global Education Futures» to«Protopia Labs»: developing global educatio...
From «Global Education Futures» to«Protopia Labs»: developing global educatio...From «Global Education Futures» to«Protopia Labs»: developing global educatio...
From «Global Education Futures» to«Protopia Labs»: developing global educatio...Metaversity / Метаверситет
 
Opening up the road to knowledge
Opening up the road to knowledgeOpening up the road to knowledge
Opening up the road to knowledgeicdeslides
 
Harnessing digital transformation trends
Harnessing digital transformation trendsHarnessing digital transformation trends
Harnessing digital transformation trendsJisc
 
Working in partnership to develop student employability - Jisc Digifest 2016
Working in partnership to develop student employability - Jisc Digifest 2016Working in partnership to develop student employability - Jisc Digifest 2016
Working in partnership to develop student employability - Jisc Digifest 2016Jisc
 
Virtual Reality and Education 4.0. Reimagining Digital World
Virtual Reality and Education 4.0. Reimagining Digital WorldVirtual Reality and Education 4.0. Reimagining Digital World
Virtual Reality and Education 4.0. Reimagining Digital WorldCarlos J. Ochoa Fernández
 
Skills and post secondary education summit 2013 global best in post-secondary...
Skills and post secondary education summit 2013 global best in post-secondary...Skills and post secondary education summit 2013 global best in post-secondary...
Skills and post secondary education summit 2013 global best in post-secondary...Tuija Hirvikoski
 
2 Simone C.O_ ecosistema del e-elarning
2 Simone C.O_ ecosistema del e-elarning2 Simone C.O_ ecosistema del e-elarning
2 Simone C.O_ ecosistema del e-elarningINACAP
 
Scripps day 2015-ohio-university_media-entrepreneurship
Scripps day 2015-ohio-university_media-entrepreneurshipScripps day 2015-ohio-university_media-entrepreneurship
Scripps day 2015-ohio-university_media-entrepreneurshipMichelle Ferrier
 
How you can enhance your efficiency and effectiveness for teaching and learni...
How you can enhance your efficiency and effectiveness for teaching and learni...How you can enhance your efficiency and effectiveness for teaching and learni...
How you can enhance your efficiency and effectiveness for teaching and learni...Jisc
 
Digital student experience: Online Learners update
Digital student experience: Online Learners updateDigital student experience: Online Learners update
Digital student experience: Online Learners updateJisc
 

What's hot (20)

NPDL leveraging digital
NPDL   leveraging digitalNPDL   leveraging digital
NPDL leveraging digital
 
0 Brief Program Overview FORM
0 Brief Program Overview FORM0 Brief Program Overview FORM
0 Brief Program Overview FORM
 
Education 4.0
Education  4.0 Education  4.0
Education 4.0
 
GEF California Results
GEF California ResultsGEF California Results
GEF California Results
 
Future of education: what is it?
Future of education: what is it?Future of education: what is it?
Future of education: what is it?
 
Student Achievement in the Digital Age: How emergent technologies can enhance...
Student Achievement in the Digital Age: How emergent technologies can enhance...Student Achievement in the Digital Age: How emergent technologies can enhance...
Student Achievement in the Digital Age: How emergent technologies can enhance...
 
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)
 
Eyes wide open! The invisible restraints affecting youth digital practice in HE
Eyes wide open! The invisible restraints affecting youth digital practice in HEEyes wide open! The invisible restraints affecting youth digital practice in HE
Eyes wide open! The invisible restraints affecting youth digital practice in HE
 
Gef-futuriser-eng-14.10.2016
Gef-futuriser-eng-14.10.2016Gef-futuriser-eng-14.10.2016
Gef-futuriser-eng-14.10.2016
 
Education 4.0: Digital Educators
Education 4.0: Digital EducatorsEducation 4.0: Digital Educators
Education 4.0: Digital Educators
 
From «Global Education Futures» to«Protopia Labs»: developing global educatio...
From «Global Education Futures» to«Protopia Labs»: developing global educatio...From «Global Education Futures» to«Protopia Labs»: developing global educatio...
From «Global Education Futures» to«Protopia Labs»: developing global educatio...
 
Opening up the road to knowledge
Opening up the road to knowledgeOpening up the road to knowledge
Opening up the road to knowledge
 
Harnessing digital transformation trends
Harnessing digital transformation trendsHarnessing digital transformation trends
Harnessing digital transformation trends
 
Working in partnership to develop student employability - Jisc Digifest 2016
Working in partnership to develop student employability - Jisc Digifest 2016Working in partnership to develop student employability - Jisc Digifest 2016
Working in partnership to develop student employability - Jisc Digifest 2016
 
Virtual Reality and Education 4.0. Reimagining Digital World
Virtual Reality and Education 4.0. Reimagining Digital WorldVirtual Reality and Education 4.0. Reimagining Digital World
Virtual Reality and Education 4.0. Reimagining Digital World
 
Skills and post secondary education summit 2013 global best in post-secondary...
Skills and post secondary education summit 2013 global best in post-secondary...Skills and post secondary education summit 2013 global best in post-secondary...
Skills and post secondary education summit 2013 global best in post-secondary...
 
2 Simone C.O_ ecosistema del e-elarning
2 Simone C.O_ ecosistema del e-elarning2 Simone C.O_ ecosistema del e-elarning
2 Simone C.O_ ecosistema del e-elarning
 
Scripps day 2015-ohio-university_media-entrepreneurship
Scripps day 2015-ohio-university_media-entrepreneurshipScripps day 2015-ohio-university_media-entrepreneurship
Scripps day 2015-ohio-university_media-entrepreneurship
 
How you can enhance your efficiency and effectiveness for teaching and learni...
How you can enhance your efficiency and effectiveness for teaching and learni...How you can enhance your efficiency and effectiveness for teaching and learni...
How you can enhance your efficiency and effectiveness for teaching and learni...
 
Digital student experience: Online Learners update
Digital student experience: Online Learners updateDigital student experience: Online Learners update
Digital student experience: Online Learners update
 

Viewers also liked

Smart Learning Design Choice
Smart Learning   Design ChoiceSmart Learning   Design Choice
Smart Learning Design ChoicePeter Nolan
 
Online learning environment: Theory, Research & Practice
Online learning environment: Theory, Research & PracticeOnline learning environment: Theory, Research & Practice
Online learning environment: Theory, Research & PracticeTar Bt
 
Show case global smart learning environment
Show case global smart learning environmentShow case global smart learning environment
Show case global smart learning environmentTar Bt
 
Radu Vasiu - Smart City Learning Environment – Timisoara study case
Radu Vasiu - Smart City Learning Environment – Timisoara study caseRadu Vasiu - Smart City Learning Environment – Timisoara study case
Radu Vasiu - Smart City Learning Environment – Timisoara study caseDiana Andone
 
Designing Effective Smart City Learning
Designing Effective Smart City LearningDesigning Effective Smart City Learning
Designing Effective Smart City LearningPen Lister
 
Smart Learning Environments - a framework for standardisation?
Smart Learning Environments - a framework for standardisation?Smart Learning Environments - a framework for standardisation?
Smart Learning Environments - a framework for standardisation?Tore Hoel
 
Are we ready for smart learning? - Anne Nortcliffe, SHU for MELSIG
Are we ready for smart learning? - Anne Nortcliffe, SHU for MELSIGAre we ready for smart learning? - Anne Nortcliffe, SHU for MELSIG
Are we ready for smart learning? - Anne Nortcliffe, SHU for MELSIGAndrew Middleton
 
36 iPads, 1 Faculty, 101 ideas
36 iPads, 1 Faculty, 101 ideas36 iPads, 1 Faculty, 101 ideas
36 iPads, 1 Faculty, 101 ideasChris McEwan
 
IoT in education by designing smart learning environments
IoT in education by designing smart learning environmentsIoT in education by designing smart learning environments
IoT in education by designing smart learning environmentsdie wissenskreateurin
 
Writing SMART learning outcomes 2015
Writing SMART learning outcomes 2015Writing SMART learning outcomes 2015
Writing SMART learning outcomes 2015Rita Ndagire Kizito
 

Viewers also liked (14)

Smart Learning Design Choice
Smart Learning   Design ChoiceSmart Learning   Design Choice
Smart Learning Design Choice
 
Online learning environment: Theory, Research & Practice
Online learning environment: Theory, Research & PracticeOnline learning environment: Theory, Research & Practice
Online learning environment: Theory, Research & Practice
 
Show case global smart learning environment
Show case global smart learning environmentShow case global smart learning environment
Show case global smart learning environment
 
Smart learning handout
Smart learning handoutSmart learning handout
Smart learning handout
 
Smart learning
Smart learningSmart learning
Smart learning
 
Radu Vasiu - Smart City Learning Environment – Timisoara study case
Radu Vasiu - Smart City Learning Environment – Timisoara study caseRadu Vasiu - Smart City Learning Environment – Timisoara study case
Radu Vasiu - Smart City Learning Environment – Timisoara study case
 
Designing Effective Smart City Learning
Designing Effective Smart City LearningDesigning Effective Smart City Learning
Designing Effective Smart City Learning
 
Smart Learning Environment
Smart Learning EnvironmentSmart Learning Environment
Smart Learning Environment
 
Smart Learning Environments - a framework for standardisation?
Smart Learning Environments - a framework for standardisation?Smart Learning Environments - a framework for standardisation?
Smart Learning Environments - a framework for standardisation?
 
Are we ready for smart learning? - Anne Nortcliffe, SHU for MELSIG
Are we ready for smart learning? - Anne Nortcliffe, SHU for MELSIGAre we ready for smart learning? - Anne Nortcliffe, SHU for MELSIG
Are we ready for smart learning? - Anne Nortcliffe, SHU for MELSIG
 
36 iPads, 1 Faculty, 101 ideas
36 iPads, 1 Faculty, 101 ideas36 iPads, 1 Faculty, 101 ideas
36 iPads, 1 Faculty, 101 ideas
 
Smart Environment - understanding and meaning
Smart Environment  - understanding and meaningSmart Environment  - understanding and meaning
Smart Environment - understanding and meaning
 
IoT in education by designing smart learning environments
IoT in education by designing smart learning environmentsIoT in education by designing smart learning environments
IoT in education by designing smart learning environments
 
Writing SMART learning outcomes 2015
Writing SMART learning outcomes 2015Writing SMART learning outcomes 2015
Writing SMART learning outcomes 2015
 

Similar to Smart learning for education: transformation life, business, and the global economy

Crossing the digital flow - higher education for the sustainable future we want
Crossing the digital flow - higher education for the sustainable future we wantCrossing the digital flow - higher education for the sustainable future we want
Crossing the digital flow - higher education for the sustainable future we wanticdeslides
 
Education and Technology, Synergies and on-going Activities
Education and Technology,  Synergies and on-going ActivitiesEducation and Technology,  Synergies and on-going Activities
Education and Technology, Synergies and on-going ActivitiesManuel Castro
 
From the Personal Smart Cities to the Smart Education, a Journey for Academy
 From the Personal Smart Cities to the Smart Education, a Journey for Academy From the Personal Smart Cities to the Smart Education, a Journey for Academy
From the Personal Smart Cities to the Smart Education, a Journey for AcademyManuel Castro
 
ICDE Policy Forum in partnership with UNESCO: Directions and challenges for g...
ICDE Policy Forum in partnership with UNESCO: Directions and challenges for g...ICDE Policy Forum in partnership with UNESCO: Directions and challenges for g...
ICDE Policy Forum in partnership with UNESCO: Directions and challenges for g...icdeslides
 
IT as an agent for change
IT as an agent for changeIT as an agent for change
IT as an agent for changeChris Cardew
 
How you can enhance the efficiency and effectiveness of teaching and learning...
How you can enhance the efficiency and effectiveness of teaching and learning...How you can enhance the efficiency and effectiveness of teaching and learning...
How you can enhance the efficiency and effectiveness of teaching and learning...Jisc
 
International Business Culture: Launch event of Passport to trade 2.0 in the UK
International Business Culture: Launch event of Passport to trade 2.0 in the UKInternational Business Culture: Launch event of Passport to trade 2.0 in the UK
International Business Culture: Launch event of Passport to trade 2.0 in the UKSalford Business School
 
UNESCO/COL/ICDE Chair in OER: Is open online learning sustainable?
UNESCO/COL/ICDE Chair in OER: Is open online learning sustainable?UNESCO/COL/ICDE Chair in OER: Is open online learning sustainable?
UNESCO/COL/ICDE Chair in OER: Is open online learning sustainable?Ricardo Corai
 
How you can enhance your efficiency and effectiveness for teaching and learni...
How you can enhance your efficiency and effectiveness for teaching and learni...How you can enhance your efficiency and effectiveness for teaching and learni...
How you can enhance your efficiency and effectiveness for teaching and learni...Jisc
 
The Future of Higher Education, the Future of Learning
The Future of Higher Education, the Future of LearningThe Future of Higher Education, the Future of Learning
The Future of Higher Education, the Future of Learningicdeslides
 
E-governance Culture in Institutions of Higher Education
E-governance Culture in Institutions of Higher EducationE-governance Culture in Institutions of Higher Education
E-governance Culture in Institutions of Higher EducationRamesh C. Sharma
 
Linq 2013 session_orange_1_stracke
Linq 2013 session_orange_1_strackeLinq 2013 session_orange_1_stracke
Linq 2013 session_orange_1_strackeLINQ_Conference
 
ieee edsoc tunisia DL MCastro 2022 07 final.pptx
ieee edsoc tunisia DL MCastro 2022 07 final.pptxieee edsoc tunisia DL MCastro 2022 07 final.pptx
ieee edsoc tunisia DL MCastro 2022 07 final.pptxManuel Castro
 
Practical Competences in a Changing World New Learning Technologies in Renewa...
Practical Competences in a Changing World New Learning Technologies in Renewa...Practical Competences in a Changing World New Learning Technologies in Renewa...
Practical Competences in a Changing World New Learning Technologies in Renewa...Manuel Castro
 
The Digital University - A Proposed Framework for Strategic Development
The Digital University - A Proposed Framework for Strategic Development The Digital University - A Proposed Framework for Strategic Development
The Digital University - A Proposed Framework for Strategic Development Sheila MacNeill
 
Student experience experts meeting
Student experience experts meeting Student experience experts meeting
Student experience experts meeting Jisc
 

Similar to Smart learning for education: transformation life, business, and the global economy (20)

Crossing the digital flow - higher education for the sustainable future we want
Crossing the digital flow - higher education for the sustainable future we wantCrossing the digital flow - higher education for the sustainable future we want
Crossing the digital flow - higher education for the sustainable future we want
 
Education and Technology, Synergies and on-going Activities
Education and Technology,  Synergies and on-going ActivitiesEducation and Technology,  Synergies and on-going Activities
Education and Technology, Synergies and on-going Activities
 
From the Personal Smart Cities to the Smart Education, a Journey for Academy
 From the Personal Smart Cities to the Smart Education, a Journey for Academy From the Personal Smart Cities to the Smart Education, a Journey for Academy
From the Personal Smart Cities to the Smart Education, a Journey for Academy
 
Steve warburton
Steve warburtonSteve warburton
Steve warburton
 
ICDE Policy Forum in partnership with UNESCO: Directions and challenges for g...
ICDE Policy Forum in partnership with UNESCO: Directions and challenges for g...ICDE Policy Forum in partnership with UNESCO: Directions and challenges for g...
ICDE Policy Forum in partnership with UNESCO: Directions and challenges for g...
 
IT as an agent for change
IT as an agent for changeIT as an agent for change
IT as an agent for change
 
How you can enhance the efficiency and effectiveness of teaching and learning...
How you can enhance the efficiency and effectiveness of teaching and learning...How you can enhance the efficiency and effectiveness of teaching and learning...
How you can enhance the efficiency and effectiveness of teaching and learning...
 
International Business Culture: Launch event of Passport to trade 2.0 in the UK
International Business Culture: Launch event of Passport to trade 2.0 in the UKInternational Business Culture: Launch event of Passport to trade 2.0 in the UK
International Business Culture: Launch event of Passport to trade 2.0 in the UK
 
UNESCO/COL/ICDE Chair in OER: Is open online learning sustainable?
UNESCO/COL/ICDE Chair in OER: Is open online learning sustainable?UNESCO/COL/ICDE Chair in OER: Is open online learning sustainable?
UNESCO/COL/ICDE Chair in OER: Is open online learning sustainable?
 
How you can enhance your efficiency and effectiveness for teaching and learni...
How you can enhance your efficiency and effectiveness for teaching and learni...How you can enhance your efficiency and effectiveness for teaching and learni...
How you can enhance your efficiency and effectiveness for teaching and learni...
 
Peter Chatterton
Peter ChattertonPeter Chatterton
Peter Chatterton
 
The Future of Higher Education, the Future of Learning
The Future of Higher Education, the Future of LearningThe Future of Higher Education, the Future of Learning
The Future of Higher Education, the Future of Learning
 
E-governance Culture in Institutions of Higher Education
E-governance Culture in Institutions of Higher EducationE-governance Culture in Institutions of Higher Education
E-governance Culture in Institutions of Higher Education
 
Linq 2013 session_orange_1_stracke
Linq 2013 session_orange_1_strackeLinq 2013 session_orange_1_stracke
Linq 2013 session_orange_1_stracke
 
Ict technologyor phonomena
Ict technologyor phonomenaIct technologyor phonomena
Ict technologyor phonomena
 
ieee edsoc tunisia DL MCastro 2022 07 final.pptx
ieee edsoc tunisia DL MCastro 2022 07 final.pptxieee edsoc tunisia DL MCastro 2022 07 final.pptx
ieee edsoc tunisia DL MCastro 2022 07 final.pptx
 
Practical Competences in a Changing World New Learning Technologies in Renewa...
Practical Competences in a Changing World New Learning Technologies in Renewa...Practical Competences in a Changing World New Learning Technologies in Renewa...
Practical Competences in a Changing World New Learning Technologies in Renewa...
 
ICT-IdentityStrategy_2007.pdf
ICT-IdentityStrategy_2007.pdfICT-IdentityStrategy_2007.pdf
ICT-IdentityStrategy_2007.pdf
 
The Digital University - A Proposed Framework for Strategic Development
The Digital University - A Proposed Framework for Strategic Development The Digital University - A Proposed Framework for Strategic Development
The Digital University - A Proposed Framework for Strategic Development
 
Student experience experts meeting
Student experience experts meeting Student experience experts meeting
Student experience experts meeting
 

Recently uploaded

Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSMae Pangan
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Mark Reed
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationRosabel UA
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxAnupkumar Sharma
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...Nguyen Thanh Tu Collection
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Celine George
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmStan Meyer
 
TEACHER REFLECTION FORM (NEW SET........).docx
TEACHER REFLECTION FORM (NEW SET........).docxTEACHER REFLECTION FORM (NEW SET........).docx
TEACHER REFLECTION FORM (NEW SET........).docxruthvilladarez
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designMIPLM
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4MiaBumagat1
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4JOYLYNSAMANIEGO
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfVanessa Camilleri
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17Celine George
 
EMBODO Lesson Plan Grade 9 Law of Sines.docx
EMBODO Lesson Plan Grade 9 Law of Sines.docxEMBODO Lesson Plan Grade 9 Law of Sines.docx
EMBODO Lesson Plan Grade 9 Law of Sines.docxElton John Embodo
 

Recently uploaded (20)

Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHS
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translation
 
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptxINCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Project
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and Film
 
TEACHER REFLECTION FORM (NEW SET........).docx
TEACHER REFLECTION FORM (NEW SET........).docxTEACHER REFLECTION FORM (NEW SET........).docx
TEACHER REFLECTION FORM (NEW SET........).docx
 
Keynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-designKeynote by Prof. Wurzer at Nordex about IP-design
Keynote by Prof. Wurzer at Nordex about IP-design
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdf
 
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptxLEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
Paradigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTAParadigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTA
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17
 
EMBODO Lesson Plan Grade 9 Law of Sines.docx
EMBODO Lesson Plan Grade 9 Law of Sines.docxEMBODO Lesson Plan Grade 9 Law of Sines.docx
EMBODO Lesson Plan Grade 9 Law of Sines.docx
 

Smart learning for education: transformation life, business, and the global economy

  • 1. Smart learning for education: transformation life, business, and the global economy Prof. Alexander Ryjov Lomonosov Moscow State University Russian Presidential Academy of National Economy and Public Administration, School of IT Management, Russia alexander.ryjov@gmail.com 11th International Academy of CIO (IAC) Annual Meeting and Forum Forum 2: IAC Conference on E-government, CIO and ICT June 27-28, 2016 Bocconi University, Milan Italy
  • 2. http://www.mckinsey.com/business-functions/business-technology/our- insights/disruptive-technologies • Scope: • started with more than 100 possible candidates • Sources: • academic journals, • business and technology press, • analysis of published venture capital portfolios, • hundreds of interviews with relevant experts and thought leaders. • Сriteria: • the technology is rapidly advancing or experiencing breakthroughs • the potential scope of impact is broad • significant economic value could be affected • economic impact is potentially disruptive
  • 3.
  • 4.
  • 5.
  • 6.
  • 7. Why now? • Technologies are moving so quickly, and in so many directions, that economy needs in mass education and retraining for millions of peoples • Learning technologies are not changing during last 500 years • «Pythagoras» • «Monastery» • «Parochial school» • Result: modern learning technologies for education is a real stopper/ brake for modern economy
  • 8.
  • 9. «Pythagoras» - The Teacher/ «Pythagoras» is here Greece Sumerians Rome India China
  • 10. «Monastery» - The Teacher/ «Supervisor + Book» are here. Book is unique and is VERY expensive.
  • 11. «Parochial school» - The Teacher/ «Supervisor + schoolbook» are here. Schoolbook is standard and is cheap. No difference with modern school: • schoolbook —> iPad • woody board —> plastic board • piece of chalk —> felt pen That’s all !
  • 12. Why now? • Technologies are moving so quickly, and in so many directions, that economy needs in mass education and retraining for millions of peoples • Learning technologies are not changing during last 500 years • «Pythagoras» • «Monastery» • «Parochial school» • Result: modern learning technologies for education is a real stopper/ brake for modern economy
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20. EdTech geo E-Learning ($US Billions) Ref: Edxus Group, IBIS Capital, GSMA, McKinsey & Company, Doceba North America $23,8B 2013 Revenues 4,4% Annual growth rate 9,0% Cloud based authoring tools and learning platforms growth rate $27,1B Revenue by 2016 Western Europe $6,8B 2013 Revenues 5,8% Annual growth rate $8,1B Revenue by 2016 Eastern Europe $728,8M 2013 Revenues 16,9% Annual growth rate $1,2B Revenue by 2016 Asia $7,1B 2013 Revenues 17,3% Annual growth rate $11,5B Revenue by 2016 Middle East $443M 2013 Revenues 8,2% Annual growth rate $560,7M Revenue by 2016 Africa $332,9M 2013 Revenues 15,2% Annual growth rate $512,7M Revenue by 2016 South America $1,4B 2013 Revenues 14,6% Annual growth rate $2,2B Revenue by 2016
  • 21. EdTech trends and challenges • Dying of old/ appearance of new professions; the time is compressing • The nature of learning technology has no changed since the 17th - 18th centuries • The development of ICT/ Internet, the possibility of storing and processing large amounts of data (big data) • The success of data sciences/ machine learning in finance, manufacturing, etc • Main Challenge: adaptivity/ personalization/ individualization of learning
  • 22. Mindset for smart learning • The control system • The control object • Environment • Criteria 22
  • 23. Mindset for smart learning • The control system (CS) • The control object (CO) • Environment (E) • Criteria (C) 23 Goal/ Criteria
  • 24. Mindset for smart learning • The control system (CS) • The control object (CO) • Environment (E) • Criteria (C) 24 Goal/ Criteria
  • 25. Tracking/ Measurement 25 Goal/ Criteria There is no smart learning without measurement • What we can measure? • Time • Number of right/ wrong answers • Style (playing with mouse, etc) • Gadgets, health trackers *) • Audio/ video environment • …
  • 26. Content management 26 Goal/ Criteria There is no smart learning without variety • What we can change? • Presentation of the content (color, etc.) • Sequence/ navigation of the content • Level of complexity • Time for break/ express-tests • Turbo-regime • …
  • 27. Content management 27 Goal/ Criteria There is no smart learning without smart criteria • Different criteria are possible (for example, for different countries) • We use «Minimal time with minimal number of mistakes»
  • 28. Smart learning in education: uchi.ru case
  • 29. Minimal high-level architecture Measurements Testing System for evaluation and monitoring of classification System for evaluation and monitoring of learning process Very easy Regular Very difficult System for scenario generation Type of content Navigation … System for evaluation and monitoring of learning quality Very good Good Fair Poor Information processing: Audio/ Video Speed characteristics: fast/ slow Attentiveness Endurance
  • 30. Extended high-level architecture Measurements Testing System for evaluation and monitoring of classification System for evaluation and monitoring of learning process Very easy Regular Very difficult System for scenario generation Type of content Navigation … System for evaluation and monitoring of learning quality Very good Good Fair Poor Information processing: Audio/ Video Speed characteristics: fast/ slow Attentiveness Endurance System for evaluation and monitoring of psychophysical status System for evaluation and monitoring of the environment Special devises Express tests Gadgets PC/ Tablet Sensors
  • 31. Specification of minimal architecture System for evaluation and monitoring of classification System for evaluation and monitoring of learning process Very easy Regular Very difficult System for scenario generation Type of content Navigation … System for evaluation and monitoring of learning quality Very good Good Fair Poor Information processing: Audio/ Video Speed characteristics: fast/ slow Attentiveness Endurance Initial measurements (numbers) Linguistic tier (membership functions) A X=x*; Y=y* Xx* small big If A=small и B=big then Z1 If С=medium then Z2 … Logical tier (fuzzy rules)
  • 32. Education XIX vs. Education XXI
  • 33. Summary Smart learning technologies are changing dramatically the core functions of the society - education Using Smart learning systems we can solve the main challenge for modern economy - mass education and retraining people These technologies can reduce costs and improve quality of service, lifestyle for a number of people. The potential is enormous - but as in business, it will not be realized without substantial investments in capabilities.
  • 34. References A gallery of disruptive technologies - http://www.mckinsey.com/assets/dotcom/mgi/slideshows/disruptive_tech/index.html# James Manyika, Michael Chui, Jacques Bughin, Richard Dobbs, Peter Bisson, Alex Marrs. Disruptive technologies: Advances that will transform life, business, and the global economy. McKinsey Global Institute (MGI), May 2013, 176 p. - http://www.mckinsey.com/insights/business_technology/disruptive_technologies James Manyika, Michael Chui, Peter Bisson, Jonathan Woetzel, Richard Dobbs, Jacques Bughin, Dan Aharon. THE INTERNET OF THINGS: MAPPING THE VALUE BEYOND THE HYPE. McKinsey Global Institute (MGI), June 2015, 144 p. - http://www.mckinsey.com/insights/business_technology/the_internet_of_things_the_value_of_digitizing_th e_physical_world Ryjov A. Basic principles and foundations of information monitoring systems. In: Monitoring, Security, and Rescue Techniques in Multi-agent Systems. Barbara Dunin-Keplicz, Andrzej Jankowski, etc. (Eds.). Springer-Verlag, 2005, ISBN 3-540-23245-1, ISSN 16-15-3871, pp. 147-160. Alexander Ryjov. Towards an optimal task-driven information granulation. In: Information Granularity, Big Data, and Computational Intelligence. Witold Pedrycz and Shyi-Ming Chen (Eds.). Springer International Publishing Switzerland 2015, pp. 191-208. Alexander Ryjov. Personalization of Social Networks: Adaptive Semantic Layer Approach. In: Social Networks: A Framework of Computational Intelligence. Witold Pedrycz and Shyi-Ming Chen (Eds.). Springer International Publishing Switzerland 2014, pp. 21-40.
  • 37.