SlideShare a Scribd company logo
1 of 28
Download to read offline
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Peace Machine:
Using Artificial Intelligence to
Promote More Peaceful World
Timo Honkela
University of Helsinki
Finland
Toyo University, Tokyo, Japan
20 Jun 2018
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Words in Japanese
https://youtu.be/VooS_rogERk
(Translation from English to Japanese by Calkin Suero Montero)
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Some selected
events in
the personal
life story
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018April 1971
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018December 1997
Honkela -- Merkl -- Kohonen
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
November 2014
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018October 2017 and onwards
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Backgroun and
the basic
elements of
Peace Machine
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
https://www.pinterest.com/pin/509680882801748515/
https://www.csc.fi/
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Rationality
(linguistic mind)
Intuition
(experienced mind)
Emotions,
sentiments
Action
Perception
Embodiment
Human
mind
Memory
systems
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
https://clipartfest.com/categories/view/97c2b05418492d1354162eeca5780343bebd1002/free-clip-art-professions.html
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Three areas
● Languages, conceptual systems,
communication and mutual
understanding
● Emotions, identities and happiness
● Society, democracy and economy
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Specific themes
related to
Peace Machine
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Machine
Learning
and
Intentions
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
http://arxiv.org/pdf/1507.02672v1.pdf
Example: Rasmus, Valpola,
Honkala. Berglund, Raiko
https://en.wikipedia.org/wiki/Biological_neural_network
Artificial and biological neural networks
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Machine Learning
serving Intentions?
● A commonly recognized problem is that
machine learning results are based on data that
is given to the algorithm
● This often leads into
– Poor quality model if the data is not representative
– Model that does not match the intentions or goals
● Building future that is different from present
● Taking into account principles, not only what has
happened
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Machine Learning
serving Intentions
● Supervised learning → Old concepts kept
Unsupervised learning → Finding novel views & systems
Reinforcement learning → Building systems with goal
● Computational creativity: Finding novel solutions
● Deep learning of data that indicates what is nature and
characteristics of good intentions and successful means to
reach positive results
– Analogical reasoning at suitable level of abstraction
● Like a system can learn a different game,
it can learn to build means to reach positive goals
in new domains and different levels of abstraction
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Large
and
vast
meetings
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
https://en.wikipedia.org/wiki/Japanese_people
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Meeting between
one million people… and more
● AI gives us new opportunities to build
communication among large number of people
● Local small meetings can be connected to build
large scale conversations
● These meeting can take place language
borders using machine translation
● … and over cultural borders thanks to meaning
negotiation systems
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Guides
for
emotions
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Reducing anger and feat
● Building healthy identities
● Developing mutual respect
● Reducing categorical thinking
● Opening horizons by adding dimensions
● Through building and using wise personal
assistants
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Japan!
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Japan has been a forerunner
in many relevant areas
● Early developer of Artificial Intelligence
and Neural Networks
– Prof. Amari
● Internalized and externalized thoughts (SECI)
– Prof. Nonaka
● Emphasis on politeness and mutual respect
● Etc. etc.
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
International launch of the
Peace Machine here and now!
https://japancheapo.com/events/miyajima-water-fireworks-festival/
https://yle.fi/uutiset/osasto/news/new_years_eve_celebrations_to_block_some_helsinki_streets/7713031
Tokyo, Japan, 20th
of June, 2018
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Steps towards future
● Book into several languages
● Society / societies, internationalization
● Implementation of different parts
● Seminars, workshops & conferences
● Research
– Humanities and social sciences &
mathematics and computer science
● Collaboration and networking
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Thank you for your attention!
Rikugien, Tokyo, Japan, 18 June 1018
Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018
Some publications
● Harri Jäppinen, Timo Honkela, Heikki Hyötyniemi, and Aarno Lehtola. A
multilevel natural language processing model. Nordic Journal of Linguistics,
11:69–82, 1988
● Timo Honkela, Ville Pulkki, and Teuvo Kohonen. Contextual relations of words in
Grimm tales, analyzed by self-organizing map. In F. Fogelman-Soulié and P.
Gallinari, eds, Proc. of ICANN'95, International Conference on Artificial Neural
Networks, volume II, pages 3–7, Nanterre, France, 1995.
● Timo Honkela. Koneen äly, oppiminen ja viisaus (machine intelligence, learning
and wisdom). In Inhimillinen kone - konemainen ihminen, pages 18–32. Helsinki
University Press, Helsinki, 2001.
● Timo Honkela, Juha Raitio, Krista Lagus, Ilari T. Nieminen, Nina Honkela, and
Mika Pantzar. Subjects on objects in contexts: Using GICA method to quantify
epistemological subjectivity. In Proceedings of IJCNN 2012, International Joint
Conference on Neural Networks, pages 2875–2883, 2012.

More Related Content

Similar to Timo Honkela: Peace Machine: Using Artificial Intelligence to Promote Peaceful World

2008 | Designing in a Systemic Way - experiences of finale design studio ad P...
2008 | Designing in a Systemic Way - experiences of finale design studio ad P...2008 | Designing in a Systemic Way - experiences of finale design studio ad P...
2008 | Designing in a Systemic Way - experiences of finale design studio ad P...francesca // urijoe
 
i.school, The University of Tokyo "The purposes and methods of technological ...
i.school, The University of Tokyo "The purposes and methods of technological ...i.school, The University of Tokyo "The purposes and methods of technological ...
i.school, The University of Tokyo "The purposes and methods of technological ...schoowebcampus
 
From Software through Art to Social Entrepreneurship
From Software through Art to Social EntrepreneurshipFrom Software through Art to Social Entrepreneurship
From Software through Art to Social EntrepreneurshipLetizia Jaccheri
 
Social media analysis and document based research
Social media analysis and document based researchSocial media analysis and document based research
Social media analysis and document based researchJari Jussila
 
説明会資料【東大松尾研】ENG.pdf
説明会資料【東大松尾研】ENG.pdf説明会資料【東大松尾研】ENG.pdf
説明会資料【東大松尾研】ENG.pdfssuser1c071c
 
Think Young Presentation
Think Young PresentationThink Young Presentation
Think Young Presentationthinkyoung
 
AI approaching us – the future is now (Interactive Workshop by Tiina Heino & ...
AI approaching us – the future is now (Interactive Workshop by Tiina Heino & ...AI approaching us – the future is now (Interactive Workshop by Tiina Heino & ...
AI approaching us – the future is now (Interactive Workshop by Tiina Heino & ...University of Helsinki
 
TLU, Institute of Informatics presentation industry partners
TLU, Institute of Informatics presentation industry partnersTLU, Institute of Informatics presentation industry partners
TLU, Institute of Informatics presentation industry partnersDavid Lamas
 
Maker Faire Hong Kong 2018 - Call for Makers
Maker Faire Hong Kong 2018 - Call for MakersMaker Faire Hong Kong 2018 - Call for Makers
Maker Faire Hong Kong 2018 - Call for MakersClifford Choy
 
Open Data Activity in Japan / W3C TPA2015 Breakouts Session
Open Data Activity in Japan / W3C TPA2015 Breakouts SessionOpen Data Activity in Japan / W3C TPA2015 Breakouts Session
Open Data Activity in Japan / W3C TPA2015 Breakouts SessionTaisuke Fukuno
 
Technology and Innovation as a Cross­-Curricular Theme in the New National Cu...
Technology and Innovation as a Cross­-Curricular Theme in the New National Cu...Technology and Innovation as a Cross­-Curricular Theme in the New National Cu...
Technology and Innovation as a Cross­-Curricular Theme in the New National Cu...Mart Laanpere
 
Introduction to NEXT-TELL project for schools
Introduction to NEXT-TELL project for schoolsIntroduction to NEXT-TELL project for schools
Introduction to NEXT-TELL project for schoolsPeter Reimann
 
IAOS 2018 - Teaching official statistics in universities: some recommendation...
IAOS 2018 - Teaching official statistics in universities: some recommendation...IAOS 2018 - Teaching official statistics in universities: some recommendation...
IAOS 2018 - Teaching official statistics in universities: some recommendation...StatsCommunications
 
Maker Faire Hong Kong 2018 - Call for Makers (15 May 2018)
Maker Faire Hong Kong 2018 - Call for Makers (15 May 2018)Maker Faire Hong Kong 2018 - Call for Makers (15 May 2018)
Maker Faire Hong Kong 2018 - Call for Makers (15 May 2018)Clifford Choy
 
Innovation Creation (How to create business innovation?)
Innovation Creation (How to create business innovation?)Innovation Creation (How to create business innovation?)
Innovation Creation (How to create business innovation?)Sukrit Vinayavekhin
 
The man who has contributed to OSS by ...
The man who has contributed to OSS by ...The man who has contributed to OSS by ...
The man who has contributed to OSS by ...法林浩之
 
Going Global: Preparing Students to be Citizens of the World
Going Global: Preparing Students to be Citizens of the WorldGoing Global: Preparing Students to be Citizens of the World
Going Global: Preparing Students to be Citizens of the WorldLucy Gray
 

Similar to Timo Honkela: Peace Machine: Using Artificial Intelligence to Promote Peaceful World (20)

2008 | Designing in a Systemic Way - experiences of finale design studio ad P...
2008 | Designing in a Systemic Way - experiences of finale design studio ad P...2008 | Designing in a Systemic Way - experiences of finale design studio ad P...
2008 | Designing in a Systemic Way - experiences of finale design studio ad P...
 
i.school, The University of Tokyo "The purposes and methods of technological ...
i.school, The University of Tokyo "The purposes and methods of technological ...i.school, The University of Tokyo "The purposes and methods of technological ...
i.school, The University of Tokyo "The purposes and methods of technological ...
 
From Software through Art to Social Entrepreneurship
From Software through Art to Social EntrepreneurshipFrom Software through Art to Social Entrepreneurship
From Software through Art to Social Entrepreneurship
 
She Hacks Polito 2021
She Hacks Polito 2021She Hacks Polito 2021
She Hacks Polito 2021
 
Social media analysis and document based research
Social media analysis and document based researchSocial media analysis and document based research
Social media analysis and document based research
 
説明会資料【東大松尾研】ENG.pdf
説明会資料【東大松尾研】ENG.pdf説明会資料【東大松尾研】ENG.pdf
説明会資料【東大松尾研】ENG.pdf
 
Think Young Presentation
Think Young PresentationThink Young Presentation
Think Young Presentation
 
AI approaching us – the future is now (Interactive Workshop by Tiina Heino & ...
AI approaching us – the future is now (Interactive Workshop by Tiina Heino & ...AI approaching us – the future is now (Interactive Workshop by Tiina Heino & ...
AI approaching us – the future is now (Interactive Workshop by Tiina Heino & ...
 
TLU, Institute of Informatics presentation industry partners
TLU, Institute of Informatics presentation industry partnersTLU, Institute of Informatics presentation industry partners
TLU, Institute of Informatics presentation industry partners
 
Maker Faire Hong Kong 2018 - Call for Makers
Maker Faire Hong Kong 2018 - Call for MakersMaker Faire Hong Kong 2018 - Call for Makers
Maker Faire Hong Kong 2018 - Call for Makers
 
Open Data Activity in Japan / W3C TPA2015 Breakouts Session
Open Data Activity in Japan / W3C TPA2015 Breakouts SessionOpen Data Activity in Japan / W3C TPA2015 Breakouts Session
Open Data Activity in Japan / W3C TPA2015 Breakouts Session
 
Japanese Super City Initiative
Japanese Super City InitiativeJapanese Super City Initiative
Japanese Super City Initiative
 
Technology and Innovation as a Cross­-Curricular Theme in the New National Cu...
Technology and Innovation as a Cross­-Curricular Theme in the New National Cu...Technology and Innovation as a Cross­-Curricular Theme in the New National Cu...
Technology and Innovation as a Cross­-Curricular Theme in the New National Cu...
 
Introduction to NEXT-TELL project for schools
Introduction to NEXT-TELL project for schoolsIntroduction to NEXT-TELL project for schools
Introduction to NEXT-TELL project for schools
 
IAOS 2018 - Teaching official statistics in universities: some recommendation...
IAOS 2018 - Teaching official statistics in universities: some recommendation...IAOS 2018 - Teaching official statistics in universities: some recommendation...
IAOS 2018 - Teaching official statistics in universities: some recommendation...
 
Maker Faire Hong Kong 2018 - Call for Makers (15 May 2018)
Maker Faire Hong Kong 2018 - Call for Makers (15 May 2018)Maker Faire Hong Kong 2018 - Call for Makers (15 May 2018)
Maker Faire Hong Kong 2018 - Call for Makers (15 May 2018)
 
Innovation Creation (How to create business innovation?)
Innovation Creation (How to create business innovation?)Innovation Creation (How to create business innovation?)
Innovation Creation (How to create business innovation?)
 
UNECE Dissemination and Communication Workshop
UNECE Dissemination and Communication WorkshopUNECE Dissemination and Communication Workshop
UNECE Dissemination and Communication Workshop
 
The man who has contributed to OSS by ...
The man who has contributed to OSS by ...The man who has contributed to OSS by ...
The man who has contributed to OSS by ...
 
Going Global: Preparing Students to be Citizens of the World
Going Global: Preparing Students to be Citizens of the WorldGoing Global: Preparing Students to be Citizens of the World
Going Global: Preparing Students to be Citizens of the World
 

More from Timo Honkela

Timo Honkela: Meaning negotiations as phenomenon and as languages technology...
 Timo Honkela: Meaning negotiations as phenomenon and as languages technology... Timo Honkela: Meaning negotiations as phenomenon and as languages technology...
Timo Honkela: Meaning negotiations as phenomenon and as languages technology...Timo Honkela
 
Timo Honkela: Meaning negotiations as phenomenon and as languages technology ...
Timo Honkela: Meaning negotiations as phenomenon and as languages technology ...Timo Honkela: Meaning negotiations as phenomenon and as languages technology ...
Timo Honkela: Meaning negotiations as phenomenon and as languages technology ...Timo Honkela
 
Timo Honkela: Peace Machine: Peace from a difference perspective - Dialogue o...
Timo Honkela: Peace Machine: Peace from a difference perspective - Dialogue o...Timo Honkela: Peace Machine: Peace from a difference perspective - Dialogue o...
Timo Honkela: Peace Machine: Peace from a difference perspective - Dialogue o...Timo Honkela
 
Timo Honkela: Kielellisten merkisten tilastollinen ja psykologinen luonne: Ko...
Timo Honkela: Kielellisten merkisten tilastollinen ja psykologinen luonne: Ko...Timo Honkela: Kielellisten merkisten tilastollinen ja psykologinen luonne: Ko...
Timo Honkela: Kielellisten merkisten tilastollinen ja psykologinen luonne: Ko...Timo Honkela
 
Timo Honkela, kutsuttu esitelmä Automaatiopäivillä 2017
Timo Honkela, kutsuttu esitelmä Automaatiopäivillä 2017Timo Honkela, kutsuttu esitelmä Automaatiopäivillä 2017
Timo Honkela, kutsuttu esitelmä Automaatiopäivillä 2017Timo Honkela
 
Timo Honkela: Turning quantity into quality and making concepts visible using...
Timo Honkela: Turning quantity into quality and making concepts visible using...Timo Honkela: Turning quantity into quality and making concepts visible using...
Timo Honkela: Turning quantity into quality and making concepts visible using...Timo Honkela
 
Timo Honkela: Tietokone lukemassa yli 100 miljoonaa eri kirjaa: Kielitieteen ...
Timo Honkela: Tietokone lukemassa yli 100 miljoonaa eri kirjaa: Kielitieteen ...Timo Honkela: Tietokone lukemassa yli 100 miljoonaa eri kirjaa: Kielitieteen ...
Timo Honkela: Tietokone lukemassa yli 100 miljoonaa eri kirjaa: Kielitieteen ...Timo Honkela
 
Timo Honkela: Introducing the book Encyclopedia of Artificial Intelligence (i...
Timo Honkela: Introducing the book Encyclopedia of Artificial Intelligence (i...Timo Honkela: Introducing the book Encyclopedia of Artificial Intelligence (i...
Timo Honkela: Introducing the book Encyclopedia of Artificial Intelligence (i...Timo Honkela
 
Timo Honkela: Tekoälyn ja koneoppimisen uhat ja mahdollisuudet, Turku, 27.10....
Timo Honkela: Tekoälyn ja koneoppimisen uhat ja mahdollisuudet, Turku, 27.10....Timo Honkela: Tekoälyn ja koneoppimisen uhat ja mahdollisuudet, Turku, 27.10....
Timo Honkela: Tekoälyn ja koneoppimisen uhat ja mahdollisuudet, Turku, 27.10....Timo Honkela
 
Timo Honkela: Kohonen's Self-Organizing Maps for Intelligent Systems Developm...
Timo Honkela: Kohonen's Self-Organizing Maps for Intelligent Systems Developm...Timo Honkela: Kohonen's Self-Organizing Maps for Intelligent Systems Developm...
Timo Honkela: Kohonen's Self-Organizing Maps for Intelligent Systems Developm...Timo Honkela
 
Timo Honkela: Kylmä data kohtaa inhimillisen tulkinnan, Studia Generalia -esi...
Timo Honkela: Kylmä data kohtaa inhimillisen tulkinnan, Studia Generalia -esi...Timo Honkela: Kylmä data kohtaa inhimillisen tulkinnan, Studia Generalia -esi...
Timo Honkela: Kylmä data kohtaa inhimillisen tulkinnan, Studia Generalia -esi...Timo Honkela
 
Timo Honkela: Ihminen+ -esitelmä, Mikkeli, 22.9.2016
Timo Honkela: Ihminen+ -esitelmä, Mikkeli, 22.9.2016Timo Honkela: Ihminen+ -esitelmä, Mikkeli, 22.9.2016
Timo Honkela: Ihminen+ -esitelmä, Mikkeli, 22.9.2016Timo Honkela
 
Timo Honkela: Kynä ja kone alustus menetelmistä, 15.9.2016
Timo Honkela: Kynä ja kone alustus menetelmistä, 15.9.2016Timo Honkela: Kynä ja kone alustus menetelmistä, 15.9.2016
Timo Honkela: Kynä ja kone alustus menetelmistä, 15.9.2016Timo Honkela
 
Honkela. Lagus & Kanner: Parallel Conceptual Spaces and Systems in Health and...
Honkela. Lagus & Kanner: Parallel Conceptual Spaces and Systems in Health and...Honkela. Lagus & Kanner: Parallel Conceptual Spaces and Systems in Health and...
Honkela. Lagus & Kanner: Parallel Conceptual Spaces and Systems in Health and...Timo Honkela
 
Timo Honkela: Miten tekoäly muuttaa oppimista ja työtä? Kalajoen lukio, 17.8....
Timo Honkela: Miten tekoäly muuttaa oppimista ja työtä? Kalajoen lukio, 17.8....Timo Honkela: Miten tekoäly muuttaa oppimista ja työtä? Kalajoen lukio, 17.8....
Timo Honkela: Miten tekoäly muuttaa oppimista ja työtä? Kalajoen lukio, 17.8....Timo Honkela
 
Timo Honkela: Digitalisaatio tulevaisuudessa
Timo Honkela: Digitalisaatio tulevaisuudessaTimo Honkela: Digitalisaatio tulevaisuudessa
Timo Honkela: Digitalisaatio tulevaisuudessaTimo Honkela
 
Timo Honkela: Semantic and pragmatics representations of large text corpora
Timo Honkela: Semantic and pragmatics representations of large text corporaTimo Honkela: Semantic and pragmatics representations of large text corpora
Timo Honkela: Semantic and pragmatics representations of large text corporaTimo Honkela
 
Timo Honkela: Analysis of Qualitative Data using Machine Learning Methods
Timo Honkela: Analysis of Qualitative Data using Machine Learning MethodsTimo Honkela: Analysis of Qualitative Data using Machine Learning Methods
Timo Honkela: Analysis of Qualitative Data using Machine Learning MethodsTimo Honkela
 
Timo Honkela: Silta-tilaisuuden alustus, 7.6.2016
Timo Honkela: Silta-tilaisuuden alustus, 7.6.2016Timo Honkela: Silta-tilaisuuden alustus, 7.6.2016
Timo Honkela: Silta-tilaisuuden alustus, 7.6.2016Timo Honkela
 
Timo Honkela: Epistemological status of linguistic theories and models
Timo Honkela: Epistemological status of linguistic theories and modelsTimo Honkela: Epistemological status of linguistic theories and models
Timo Honkela: Epistemological status of linguistic theories and modelsTimo Honkela
 

More from Timo Honkela (20)

Timo Honkela: Meaning negotiations as phenomenon and as languages technology...
 Timo Honkela: Meaning negotiations as phenomenon and as languages technology... Timo Honkela: Meaning negotiations as phenomenon and as languages technology...
Timo Honkela: Meaning negotiations as phenomenon and as languages technology...
 
Timo Honkela: Meaning negotiations as phenomenon and as languages technology ...
Timo Honkela: Meaning negotiations as phenomenon and as languages technology ...Timo Honkela: Meaning negotiations as phenomenon and as languages technology ...
Timo Honkela: Meaning negotiations as phenomenon and as languages technology ...
 
Timo Honkela: Peace Machine: Peace from a difference perspective - Dialogue o...
Timo Honkela: Peace Machine: Peace from a difference perspective - Dialogue o...Timo Honkela: Peace Machine: Peace from a difference perspective - Dialogue o...
Timo Honkela: Peace Machine: Peace from a difference perspective - Dialogue o...
 
Timo Honkela: Kielellisten merkisten tilastollinen ja psykologinen luonne: Ko...
Timo Honkela: Kielellisten merkisten tilastollinen ja psykologinen luonne: Ko...Timo Honkela: Kielellisten merkisten tilastollinen ja psykologinen luonne: Ko...
Timo Honkela: Kielellisten merkisten tilastollinen ja psykologinen luonne: Ko...
 
Timo Honkela, kutsuttu esitelmä Automaatiopäivillä 2017
Timo Honkela, kutsuttu esitelmä Automaatiopäivillä 2017Timo Honkela, kutsuttu esitelmä Automaatiopäivillä 2017
Timo Honkela, kutsuttu esitelmä Automaatiopäivillä 2017
 
Timo Honkela: Turning quantity into quality and making concepts visible using...
Timo Honkela: Turning quantity into quality and making concepts visible using...Timo Honkela: Turning quantity into quality and making concepts visible using...
Timo Honkela: Turning quantity into quality and making concepts visible using...
 
Timo Honkela: Tietokone lukemassa yli 100 miljoonaa eri kirjaa: Kielitieteen ...
Timo Honkela: Tietokone lukemassa yli 100 miljoonaa eri kirjaa: Kielitieteen ...Timo Honkela: Tietokone lukemassa yli 100 miljoonaa eri kirjaa: Kielitieteen ...
Timo Honkela: Tietokone lukemassa yli 100 miljoonaa eri kirjaa: Kielitieteen ...
 
Timo Honkela: Introducing the book Encyclopedia of Artificial Intelligence (i...
Timo Honkela: Introducing the book Encyclopedia of Artificial Intelligence (i...Timo Honkela: Introducing the book Encyclopedia of Artificial Intelligence (i...
Timo Honkela: Introducing the book Encyclopedia of Artificial Intelligence (i...
 
Timo Honkela: Tekoälyn ja koneoppimisen uhat ja mahdollisuudet, Turku, 27.10....
Timo Honkela: Tekoälyn ja koneoppimisen uhat ja mahdollisuudet, Turku, 27.10....Timo Honkela: Tekoälyn ja koneoppimisen uhat ja mahdollisuudet, Turku, 27.10....
Timo Honkela: Tekoälyn ja koneoppimisen uhat ja mahdollisuudet, Turku, 27.10....
 
Timo Honkela: Kohonen's Self-Organizing Maps for Intelligent Systems Developm...
Timo Honkela: Kohonen's Self-Organizing Maps for Intelligent Systems Developm...Timo Honkela: Kohonen's Self-Organizing Maps for Intelligent Systems Developm...
Timo Honkela: Kohonen's Self-Organizing Maps for Intelligent Systems Developm...
 
Timo Honkela: Kylmä data kohtaa inhimillisen tulkinnan, Studia Generalia -esi...
Timo Honkela: Kylmä data kohtaa inhimillisen tulkinnan, Studia Generalia -esi...Timo Honkela: Kylmä data kohtaa inhimillisen tulkinnan, Studia Generalia -esi...
Timo Honkela: Kylmä data kohtaa inhimillisen tulkinnan, Studia Generalia -esi...
 
Timo Honkela: Ihminen+ -esitelmä, Mikkeli, 22.9.2016
Timo Honkela: Ihminen+ -esitelmä, Mikkeli, 22.9.2016Timo Honkela: Ihminen+ -esitelmä, Mikkeli, 22.9.2016
Timo Honkela: Ihminen+ -esitelmä, Mikkeli, 22.9.2016
 
Timo Honkela: Kynä ja kone alustus menetelmistä, 15.9.2016
Timo Honkela: Kynä ja kone alustus menetelmistä, 15.9.2016Timo Honkela: Kynä ja kone alustus menetelmistä, 15.9.2016
Timo Honkela: Kynä ja kone alustus menetelmistä, 15.9.2016
 
Honkela. Lagus & Kanner: Parallel Conceptual Spaces and Systems in Health and...
Honkela. Lagus & Kanner: Parallel Conceptual Spaces and Systems in Health and...Honkela. Lagus & Kanner: Parallel Conceptual Spaces and Systems in Health and...
Honkela. Lagus & Kanner: Parallel Conceptual Spaces and Systems in Health and...
 
Timo Honkela: Miten tekoäly muuttaa oppimista ja työtä? Kalajoen lukio, 17.8....
Timo Honkela: Miten tekoäly muuttaa oppimista ja työtä? Kalajoen lukio, 17.8....Timo Honkela: Miten tekoäly muuttaa oppimista ja työtä? Kalajoen lukio, 17.8....
Timo Honkela: Miten tekoäly muuttaa oppimista ja työtä? Kalajoen lukio, 17.8....
 
Timo Honkela: Digitalisaatio tulevaisuudessa
Timo Honkela: Digitalisaatio tulevaisuudessaTimo Honkela: Digitalisaatio tulevaisuudessa
Timo Honkela: Digitalisaatio tulevaisuudessa
 
Timo Honkela: Semantic and pragmatics representations of large text corpora
Timo Honkela: Semantic and pragmatics representations of large text corporaTimo Honkela: Semantic and pragmatics representations of large text corpora
Timo Honkela: Semantic and pragmatics representations of large text corpora
 
Timo Honkela: Analysis of Qualitative Data using Machine Learning Methods
Timo Honkela: Analysis of Qualitative Data using Machine Learning MethodsTimo Honkela: Analysis of Qualitative Data using Machine Learning Methods
Timo Honkela: Analysis of Qualitative Data using Machine Learning Methods
 
Timo Honkela: Silta-tilaisuuden alustus, 7.6.2016
Timo Honkela: Silta-tilaisuuden alustus, 7.6.2016Timo Honkela: Silta-tilaisuuden alustus, 7.6.2016
Timo Honkela: Silta-tilaisuuden alustus, 7.6.2016
 
Timo Honkela: Epistemological status of linguistic theories and models
Timo Honkela: Epistemological status of linguistic theories and modelsTimo Honkela: Epistemological status of linguistic theories and models
Timo Honkela: Epistemological status of linguistic theories and models
 

Recently uploaded

Principles & Formulation of Hair Care Products
Principles & Formulation of Hair Care  ProductsPrinciples & Formulation of Hair Care  Products
Principles & Formulation of Hair Care Productspurwaborkar@gmail.com
 
M.Pharm - Question Bank - Drug Delivery Systems
M.Pharm - Question Bank - Drug Delivery SystemsM.Pharm - Question Bank - Drug Delivery Systems
M.Pharm - Question Bank - Drug Delivery SystemsSumathi Arumugam
 
RCPE terms and cycles scenarios as of March 2024
RCPE terms and cycles scenarios as of March 2024RCPE terms and cycles scenarios as of March 2024
RCPE terms and cycles scenarios as of March 2024suelcarter1
 
Pests of wheat_Identification, Bionomics, Damage symptoms, IPM_Dr.UPR.pdf
Pests of wheat_Identification, Bionomics, Damage symptoms, IPM_Dr.UPR.pdfPests of wheat_Identification, Bionomics, Damage symptoms, IPM_Dr.UPR.pdf
Pests of wheat_Identification, Bionomics, Damage symptoms, IPM_Dr.UPR.pdfPirithiRaju
 
World Water Day 22 March 2024 - kiyorndlab
World Water Day 22 March 2024 - kiyorndlabWorld Water Day 22 March 2024 - kiyorndlab
World Water Day 22 March 2024 - kiyorndlabkiyorndlab
 
Substances in Common Use for Shahu College Screening Test
Substances in Common Use for Shahu College Screening TestSubstances in Common Use for Shahu College Screening Test
Substances in Common Use for Shahu College Screening TestAkashDTejwani
 
Controlling Parameters of Carbonate platform Environment
Controlling Parameters of Carbonate platform EnvironmentControlling Parameters of Carbonate platform Environment
Controlling Parameters of Carbonate platform EnvironmentRahulVishwakarma71547
 
geometric quantization on coadjoint orbits
geometric quantization on coadjoint orbitsgeometric quantization on coadjoint orbits
geometric quantization on coadjoint orbitsHassan Jolany
 
Alternative system of medicine herbal drug technology syllabus
Alternative system of medicine herbal drug technology syllabusAlternative system of medicine herbal drug technology syllabus
Alternative system of medicine herbal drug technology syllabusPradnya Wadekar
 
Contracts with Interdependent Preferences (2)
Contracts with Interdependent Preferences (2)Contracts with Interdependent Preferences (2)
Contracts with Interdependent Preferences (2)GRAPE
 
Human brain.. It's parts and function.
Human brain.. It's parts and function. Human brain.. It's parts and function.
Human brain.. It's parts and function. MUKTA MANJARI SAHOO
 
3.2 Pests of Sorghum_Identification, Symptoms and nature of damage, Binomics,...
3.2 Pests of Sorghum_Identification, Symptoms and nature of damage, Binomics,...3.2 Pests of Sorghum_Identification, Symptoms and nature of damage, Binomics,...
3.2 Pests of Sorghum_Identification, Symptoms and nature of damage, Binomics,...PirithiRaju
 
Pests of ragi_Identification, Binomics_Dr.UPR
Pests of ragi_Identification, Binomics_Dr.UPRPests of ragi_Identification, Binomics_Dr.UPR
Pests of ragi_Identification, Binomics_Dr.UPRPirithiRaju
 
MARKER ASSISTED SELECTION IN CROP IMPROVEMENT
MARKER ASSISTED SELECTION IN CROP IMPROVEMENTMARKER ASSISTED SELECTION IN CROP IMPROVEMENT
MARKER ASSISTED SELECTION IN CROP IMPROVEMENTjipexe1248
 
soft skills question paper set for bba ca
soft skills question paper set for bba casoft skills question paper set for bba ca
soft skills question paper set for bba caohsadfeeling
 
Pests of tenai_Identification,Binomics_Dr.UPR
Pests of tenai_Identification,Binomics_Dr.UPRPests of tenai_Identification,Binomics_Dr.UPR
Pests of tenai_Identification,Binomics_Dr.UPRPirithiRaju
 
Digitized Continuous Magnetic Recordings for the August/September 1859 Storms...
Digitized Continuous Magnetic Recordings for the August/September 1859 Storms...Digitized Continuous Magnetic Recordings for the August/September 1859 Storms...
Digitized Continuous Magnetic Recordings for the August/September 1859 Storms...Sérgio Sacani
 
biosynthesis of the cell wall and antibiotics
biosynthesis of the cell wall and antibioticsbiosynthesis of the cell wall and antibiotics
biosynthesis of the cell wall and antibioticsSafaFallah
 
Exploration Method’s in Archaeological Studies & Research
Exploration Method’s in Archaeological Studies & ResearchExploration Method’s in Archaeological Studies & Research
Exploration Method’s in Archaeological Studies & ResearchPrachya Adhyayan
 

Recently uploaded (20)

Principles & Formulation of Hair Care Products
Principles & Formulation of Hair Care  ProductsPrinciples & Formulation of Hair Care  Products
Principles & Formulation of Hair Care Products
 
M.Pharm - Question Bank - Drug Delivery Systems
M.Pharm - Question Bank - Drug Delivery SystemsM.Pharm - Question Bank - Drug Delivery Systems
M.Pharm - Question Bank - Drug Delivery Systems
 
RCPE terms and cycles scenarios as of March 2024
RCPE terms and cycles scenarios as of March 2024RCPE terms and cycles scenarios as of March 2024
RCPE terms and cycles scenarios as of March 2024
 
Pests of wheat_Identification, Bionomics, Damage symptoms, IPM_Dr.UPR.pdf
Pests of wheat_Identification, Bionomics, Damage symptoms, IPM_Dr.UPR.pdfPests of wheat_Identification, Bionomics, Damage symptoms, IPM_Dr.UPR.pdf
Pests of wheat_Identification, Bionomics, Damage symptoms, IPM_Dr.UPR.pdf
 
World Water Day 22 March 2024 - kiyorndlab
World Water Day 22 March 2024 - kiyorndlabWorld Water Day 22 March 2024 - kiyorndlab
World Water Day 22 March 2024 - kiyorndlab
 
Substances in Common Use for Shahu College Screening Test
Substances in Common Use for Shahu College Screening TestSubstances in Common Use for Shahu College Screening Test
Substances in Common Use for Shahu College Screening Test
 
Controlling Parameters of Carbonate platform Environment
Controlling Parameters of Carbonate platform EnvironmentControlling Parameters of Carbonate platform Environment
Controlling Parameters of Carbonate platform Environment
 
geometric quantization on coadjoint orbits
geometric quantization on coadjoint orbitsgeometric quantization on coadjoint orbits
geometric quantization on coadjoint orbits
 
Alternative system of medicine herbal drug technology syllabus
Alternative system of medicine herbal drug technology syllabusAlternative system of medicine herbal drug technology syllabus
Alternative system of medicine herbal drug technology syllabus
 
Contracts with Interdependent Preferences (2)
Contracts with Interdependent Preferences (2)Contracts with Interdependent Preferences (2)
Contracts with Interdependent Preferences (2)
 
Human brain.. It's parts and function.
Human brain.. It's parts and function. Human brain.. It's parts and function.
Human brain.. It's parts and function.
 
3.2 Pests of Sorghum_Identification, Symptoms and nature of damage, Binomics,...
3.2 Pests of Sorghum_Identification, Symptoms and nature of damage, Binomics,...3.2 Pests of Sorghum_Identification, Symptoms and nature of damage, Binomics,...
3.2 Pests of Sorghum_Identification, Symptoms and nature of damage, Binomics,...
 
Pests of ragi_Identification, Binomics_Dr.UPR
Pests of ragi_Identification, Binomics_Dr.UPRPests of ragi_Identification, Binomics_Dr.UPR
Pests of ragi_Identification, Binomics_Dr.UPR
 
MARKER ASSISTED SELECTION IN CROP IMPROVEMENT
MARKER ASSISTED SELECTION IN CROP IMPROVEMENTMARKER ASSISTED SELECTION IN CROP IMPROVEMENT
MARKER ASSISTED SELECTION IN CROP IMPROVEMENT
 
soft skills question paper set for bba ca
soft skills question paper set for bba casoft skills question paper set for bba ca
soft skills question paper set for bba ca
 
Applying Cheminformatics to Develop a Structure Searchable Database of Analyt...
Applying Cheminformatics to Develop a Structure Searchable Database of Analyt...Applying Cheminformatics to Develop a Structure Searchable Database of Analyt...
Applying Cheminformatics to Develop a Structure Searchable Database of Analyt...
 
Pests of tenai_Identification,Binomics_Dr.UPR
Pests of tenai_Identification,Binomics_Dr.UPRPests of tenai_Identification,Binomics_Dr.UPR
Pests of tenai_Identification,Binomics_Dr.UPR
 
Digitized Continuous Magnetic Recordings for the August/September 1859 Storms...
Digitized Continuous Magnetic Recordings for the August/September 1859 Storms...Digitized Continuous Magnetic Recordings for the August/September 1859 Storms...
Digitized Continuous Magnetic Recordings for the August/September 1859 Storms...
 
biosynthesis of the cell wall and antibiotics
biosynthesis of the cell wall and antibioticsbiosynthesis of the cell wall and antibiotics
biosynthesis of the cell wall and antibiotics
 
Exploration Method’s in Archaeological Studies & Research
Exploration Method’s in Archaeological Studies & ResearchExploration Method’s in Archaeological Studies & Research
Exploration Method’s in Archaeological Studies & Research
 

Timo Honkela: Peace Machine: Using Artificial Intelligence to Promote Peaceful World

  • 1. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Peace Machine: Using Artificial Intelligence to Promote More Peaceful World Timo Honkela University of Helsinki Finland Toyo University, Tokyo, Japan 20 Jun 2018
  • 2. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Words in Japanese https://youtu.be/VooS_rogERk (Translation from English to Japanese by Calkin Suero Montero)
  • 3. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Some selected events in the personal life story
  • 4. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018April 1971
  • 5. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018December 1997 Honkela -- Merkl -- Kohonen
  • 6. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 November 2014
  • 7. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018October 2017 and onwards
  • 8. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Backgroun and the basic elements of Peace Machine
  • 9. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 https://www.pinterest.com/pin/509680882801748515/ https://www.csc.fi/
  • 10. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Rationality (linguistic mind) Intuition (experienced mind) Emotions, sentiments Action Perception Embodiment Human mind Memory systems
  • 11. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 https://clipartfest.com/categories/view/97c2b05418492d1354162eeca5780343bebd1002/free-clip-art-professions.html
  • 12. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Three areas ● Languages, conceptual systems, communication and mutual understanding ● Emotions, identities and happiness ● Society, democracy and economy
  • 13. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Specific themes related to Peace Machine
  • 14. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Machine Learning and Intentions
  • 15. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 http://arxiv.org/pdf/1507.02672v1.pdf Example: Rasmus, Valpola, Honkala. Berglund, Raiko https://en.wikipedia.org/wiki/Biological_neural_network Artificial and biological neural networks
  • 16. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Machine Learning serving Intentions? ● A commonly recognized problem is that machine learning results are based on data that is given to the algorithm ● This often leads into – Poor quality model if the data is not representative – Model that does not match the intentions or goals ● Building future that is different from present ● Taking into account principles, not only what has happened
  • 17. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Machine Learning serving Intentions ● Supervised learning → Old concepts kept Unsupervised learning → Finding novel views & systems Reinforcement learning → Building systems with goal ● Computational creativity: Finding novel solutions ● Deep learning of data that indicates what is nature and characteristics of good intentions and successful means to reach positive results – Analogical reasoning at suitable level of abstraction ● Like a system can learn a different game, it can learn to build means to reach positive goals in new domains and different levels of abstraction
  • 18. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Large and vast meetings
  • 19. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 https://en.wikipedia.org/wiki/Japanese_people
  • 20. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Meeting between one million people… and more ● AI gives us new opportunities to build communication among large number of people ● Local small meetings can be connected to build large scale conversations ● These meeting can take place language borders using machine translation ● … and over cultural borders thanks to meaning negotiation systems
  • 21. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Guides for emotions
  • 22. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Reducing anger and feat ● Building healthy identities ● Developing mutual respect ● Reducing categorical thinking ● Opening horizons by adding dimensions ● Through building and using wise personal assistants
  • 23. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Japan!
  • 24. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Japan has been a forerunner in many relevant areas ● Early developer of Artificial Intelligence and Neural Networks – Prof. Amari ● Internalized and externalized thoughts (SECI) – Prof. Nonaka ● Emphasis on politeness and mutual respect ● Etc. etc.
  • 25. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 International launch of the Peace Machine here and now! https://japancheapo.com/events/miyajima-water-fireworks-festival/ https://yle.fi/uutiset/osasto/news/new_years_eve_celebrations_to_block_some_helsinki_streets/7713031 Tokyo, Japan, 20th of June, 2018
  • 26. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Steps towards future ● Book into several languages ● Society / societies, internationalization ● Implementation of different parts ● Seminars, workshops & conferences ● Research – Humanities and social sciences & mathematics and computer science ● Collaboration and networking
  • 27. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Thank you for your attention! Rikugien, Tokyo, Japan, 18 June 1018
  • 28. Timo Honkela, University of Helsinki, visiting Tokyo, Japan, 20 June 2018 Some publications ● Harri Jäppinen, Timo Honkela, Heikki Hyötyniemi, and Aarno Lehtola. A multilevel natural language processing model. Nordic Journal of Linguistics, 11:69–82, 1988 ● Timo Honkela, Ville Pulkki, and Teuvo Kohonen. Contextual relations of words in Grimm tales, analyzed by self-organizing map. In F. Fogelman-Soulié and P. Gallinari, eds, Proc. of ICANN'95, International Conference on Artificial Neural Networks, volume II, pages 3–7, Nanterre, France, 1995. ● Timo Honkela. Koneen äly, oppiminen ja viisaus (machine intelligence, learning and wisdom). In Inhimillinen kone - konemainen ihminen, pages 18–32. Helsinki University Press, Helsinki, 2001. ● Timo Honkela, Juha Raitio, Krista Lagus, Ilari T. Nieminen, Nina Honkela, and Mika Pantzar. Subjects on objects in contexts: Using GICA method to quantify epistemological subjectivity. In Proceedings of IJCNN 2012, International Joint Conference on Neural Networks, pages 2875–2883, 2012.