SlideShare una empresa de Scribd logo
1 de 45
Descargar para leer sin conexión
Globalisation : the Platform Era
Christophe @Benavent
Professor at niversity Paris Ouest
The internet Stratification
● 1990 : Databased Marketing
● 19 95 : The encyclopedic Web
● 2000 : e-commerce blossom
● 2005 : Social Media turn
● 2010 : Apps and Mobile
● 2015 : Big data era and IOT
1850 : Navier-stokes
WAVEWATCH III™ (Tolman
1997, 1999a, 2009)
Based on
of the model WAVEWATCH,
as developed at Delft
University of Technology
(Tolman 1989, 1991a)
A question of Coordination
Locus principal de la
décision
individu Composant Collectif
décentralisé Marché  : contrôle par les prix
résultats et incitations
monétaire convient aux
environnement dynamique et
homogène
Cluster
Clan  : contrôle par la culture
et l'initiation nécessité par
l'absence de critère de
performance. Environnement
héterogène et stable.
Fédératif Classements Réseaux collège
Centralisé
Plateforme  : contrôle par
l'information et haut degré
d'auto-contrôle par des
mécanismes de réputation.
Environnement dynamique et
hétérogène.
Compétence
Bureaucratie  : contrôle par la
règle et les systèmes de
délégation qui convient à un
environnement stable et
homogène.
Niveau de
coordination
A world of data
BIG DATA
OPEN DATA
SELF DATA
SMALL DATA
OBJECT DATA
API
DEVICE
TEXT DATA
WEB
Camera
GIT HUB
r
VISUAL DATA
TAL
Dashboard
4 Big Data Business Model
● The learning Model
● The Empowerment Model
● The Automation Model
● Data As Service Model
Modèle Compétence Enjeu Exemple
Automation Machine
learning et real
time
Infrastructure Pricing
Plateform
Empowerment Dash board et
visualisation
Sense-making
/ Motivation
Burberry's /La
Poste
Data-based
Services
Nudges et
Choice
architecture
Policies Google Now
Knowledge Data-mining et
GIS
None Cartographie
(fine)
Automation
Learning machine : ex Modèles MAB
Knowledge
How the world react to Tokyo Games 2024
Empowerment
Data as services
The Uber Case
A journey with Google Now
Relationship, interactions et privacy
Brand Relationship
(Trust and Commitment)
Touch Points
(Customer Experience
Management)
Sociale Prsence
Légitimacy
Satisfaction
Appropriation
Data
Personnalization
Need
Recognition
Information search
Evaluation
Decision
Purchase
Post Purchase
reaction
Consumer
Experience
Relationship : Commitment, Trust and self efficacy
Environment : Cultural and material condition
48% search on mobile
several time aday
82% Use their phone
is the street
40% have made
some consumer reviews
45% use comparaison
engine
Usage and customer
Different
Channels for
Different
Usages
Different channels for
Different customers
?
Cross channel
Business integration
Multi channel
Inter competition
Unique channel
Specialization
Transchannel
Organic integration
Logic of Platforms
● Network Externalities
● Long Tail
● Multiside Markets
● Matching Markets
● Crowdsourcing
● Reputation systems
=> How to manage ?
● Influencing behaviors to favour a global
response : gouvermentality
● Marketing : Nudges and Policies
Governementality
● Means
– Algorithm : search and recommendation engine,
notification and dashboard, recognition engine,..
● Policies : rules and enforcement
● Motivational devices :
– Gamification
– Reputation device
– Nudges
Governementality
● Michel Foucault : the Pastor figure :
– influence conduct to produce a desired collective
behavior
The Clubbing Issue
As Dating Platform: IRC, Meetic, AdopteunMec, Tinder,
Cam4
Every thing is a Screen
Feed back and nudges devices
● Recommendation system
● Feed back and notification
● Nudge
Algorithm is about Feed Back and
IoT
Nudging
● Default (pre-filled formulas)
● Simplification
● Use of social norms
● Increase in ease and convenience
● Disclosure ( component of a price)
● Warning and graphics
● Precommitment strategies
● Reminder
● Elicit intention
● Feed back
Policies
● The behavioral rules, distribution of rights and
roles :
● Surveillance and discipline
Motivational devices
● Ranking systems and social recognition
● Perks and status
● Gamification
Digital labor
Politics of algorihm
Une seule fois Occasionellement Plutôt fréquemment Très souvent
-1,5
-1,0
-,5
,0
,5
1,0
1,5
,0
5,0
10,0
15,0
20,0
25,0
30,0
35,0
40,0
45,0
50,0
Motivation par fréquence de publication
Proportion
Egoisme
Vengeance vs encouragement
Espérance de Réciprocité
Alternative à une autre solution
A l'issue d'un de vos voyage avez-vous publié un commentaire en ligne?
degrédemotivation
Proportiondel'échantillon
22$ of difference (average : 140$)
Privacy paradox
Benéfices
Influence
sociale
Self efficacy
Awareness
Collection
Privacy
concern
Perceived Risk
Control
Protection
The question of digital sovereignty
Digital education

Más contenido relacionado

Destacado

Retribuzioni contrattuali 23-mag-2014 - testo integrale
Retribuzioni contrattuali   23-mag-2014 - testo integraleRetribuzioni contrattuali   23-mag-2014 - testo integrale
Retribuzioni contrattuali 23-mag-2014 - testo integrale
Fabio Bolo
 
7 programme hn, l'accompagnement de proximité
7  programme hn, l'accompagnement de proximité7  programme hn, l'accompagnement de proximité
7 programme hn, l'accompagnement de proximité
ASIP Santé
 

Destacado (11)

Tendance de la consommation et nouvelles formes du marketing
Tendance de la consommation et nouvelles formes du marketingTendance de la consommation et nouvelles formes du marketing
Tendance de la consommation et nouvelles formes du marketing
 
The Platform Era, Software and APIs in the organization change
The Platform Era, Software and APIs in the organization changeThe Platform Era, Software and APIs in the organization change
The Platform Era, Software and APIs in the organization change
 
Bigdata, small decision and smart organisation
Bigdata, small decision and smart organisationBigdata, small decision and smart organisation
Bigdata, small decision and smart organisation
 
Les géants viennent aussi du sud iv.1 cb 2010 07 relecture
Les géants viennent aussi du sud iv.1 cb 2010 07 relectureLes géants viennent aussi du sud iv.1 cb 2010 07 relecture
Les géants viennent aussi du sud iv.1 cb 2010 07 relecture
 
Orange
Orange Orange
Orange
 
Retribuzioni contrattuali 23-mag-2014 - testo integrale
Retribuzioni contrattuali   23-mag-2014 - testo integraleRetribuzioni contrattuali   23-mag-2014 - testo integrale
Retribuzioni contrattuali 23-mag-2014 - testo integrale
 
Obsoco colloque
Obsoco colloqueObsoco colloque
Obsoco colloque
 
Mui1 what is environment
Mui1 what is environmentMui1 what is environment
Mui1 what is environment
 
Big data libellio v3.1 benavent
Big data libellio v3.1 benaventBig data libellio v3.1 benavent
Big data libellio v3.1 benavent
 
Le peigne de l'histoire
Le peigne de l'histoireLe peigne de l'histoire
Le peigne de l'histoire
 
7 programme hn, l'accompagnement de proximité
7  programme hn, l'accompagnement de proximité7  programme hn, l'accompagnement de proximité
7 programme hn, l'accompagnement de proximité
 

Similar a Platform big data 2015 sept

AdmapOnlineResearchBuyersGuide2010
AdmapOnlineResearchBuyersGuide2010AdmapOnlineResearchBuyersGuide2010
AdmapOnlineResearchBuyersGuide2010
Rachel Powney
 

Similar a Platform big data 2015 sept (20)

Toluna Corporate Presentation
Toluna Corporate PresentationToluna Corporate Presentation
Toluna Corporate Presentation
 
9 essential competencies of platform marketing 11 22 2015
9 essential competencies of platform marketing 11 22 20159 essential competencies of platform marketing 11 22 2015
9 essential competencies of platform marketing 11 22 2015
 
Next Gen Lead Gen for Schools - Digital Ad Strategies for 2023
Next Gen Lead Gen for Schools - Digital Ad Strategies for 2023Next Gen Lead Gen for Schools - Digital Ad Strategies for 2023
Next Gen Lead Gen for Schools - Digital Ad Strategies for 2023
 
Online Evaluation
Online EvaluationOnline Evaluation
Online Evaluation
 
Telecentre Sustainability: Opportunities and Challenges Ahead - TIS Talks 201...
Telecentre Sustainability: Opportunities and Challenges Ahead - TIS Talks 201...Telecentre Sustainability: Opportunities and Challenges Ahead - TIS Talks 201...
Telecentre Sustainability: Opportunities and Challenges Ahead - TIS Talks 201...
 
DiCoDE: Digital Content Distribution Ecosystem model v2010
DiCoDE: Digital Content Distribution Ecosystem model v2010DiCoDE: Digital Content Distribution Ecosystem model v2010
DiCoDE: Digital Content Distribution Ecosystem model v2010
 
"Developments in Accessibility of Information" - Access Israel 's 6th Annual ...
"Developments in Accessibility of Information" - Access Israel 's 6th Annual ..."Developments in Accessibility of Information" - Access Israel 's 6th Annual ...
"Developments in Accessibility of Information" - Access Israel 's 6th Annual ...
 
Online macro environment, The digital marketing environment
Online macro environment, The digital marketing environmentOnline macro environment, The digital marketing environment
Online macro environment, The digital marketing environment
 
Rohit Talwar- The 3 R's of Strategic Survival & Growth for FTE Keynote Vancou...
Rohit Talwar- The 3 R's of Strategic Survival & Growth for FTE Keynote Vancou...Rohit Talwar- The 3 R's of Strategic Survival & Growth for FTE Keynote Vancou...
Rohit Talwar- The 3 R's of Strategic Survival & Growth for FTE Keynote Vancou...
 
The internet Business: Success stories, Business Models etc. - A talk at IIMA
The internet Business: Success stories, Business Models etc. - A talk at IIMAThe internet Business: Success stories, Business Models etc. - A talk at IIMA
The internet Business: Success stories, Business Models etc. - A talk at IIMA
 
AdmapOnlineResearchBuyersGuide2010
AdmapOnlineResearchBuyersGuide2010AdmapOnlineResearchBuyersGuide2010
AdmapOnlineResearchBuyersGuide2010
 
Digital Marketing Book - Chapter Three.pptx
Digital Marketing Book - Chapter Three.pptxDigital Marketing Book - Chapter Three.pptx
Digital Marketing Book - Chapter Three.pptx
 
Performance Marketing Technology: Expanding Advertiser Partnerships - Nick Mo...
Performance Marketing Technology: Expanding Advertiser Partnerships - Nick Mo...Performance Marketing Technology: Expanding Advertiser Partnerships - Nick Mo...
Performance Marketing Technology: Expanding Advertiser Partnerships - Nick Mo...
 
We overestimate changes in the short run and underestimate them in the long run
We overestimate changes in the short run and underestimate them in the long runWe overestimate changes in the short run and underestimate them in the long run
We overestimate changes in the short run and underestimate them in the long run
 
The Internet business_Success stories business models etc_A talk at IIM Ahme...
The Internet business_Success stories business models etc_A  talk at IIM Ahme...The Internet business_Success stories business models etc_A  talk at IIM Ahme...
The Internet business_Success stories business models etc_A talk at IIM Ahme...
 
Gartner PCC - Enterprise 2.0 Does the journey or destination provide business...
Gartner PCC - Enterprise 2.0 Does the journey or destination provide business...Gartner PCC - Enterprise 2.0 Does the journey or destination provide business...
Gartner PCC - Enterprise 2.0 Does the journey or destination provide business...
 
Toluna Corporate Brochure
Toluna Corporate BrochureToluna Corporate Brochure
Toluna Corporate Brochure
 
Digital marketing best practices
Digital marketing best practices Digital marketing best practices
Digital marketing best practices
 
Measuring Big Social data to make safe bets on audiences
Measuring Big Social data to make safe bets on audiencesMeasuring Big Social data to make safe bets on audiences
Measuring Big Social data to make safe bets on audiences
 
Digital Marketing MBA 2nd Year Marketing Specialisation Unit - 1 AKTU
Digital Marketing MBA 2nd Year Marketing Specialisation Unit - 1 AKTUDigital Marketing MBA 2nd Year Marketing Specialisation Unit - 1 AKTU
Digital Marketing MBA 2nd Year Marketing Specialisation Unit - 1 AKTU
 

Más de Christophe Benavent

Más de Christophe Benavent (16)

la metamorphose digitale du marketing
 la metamorphose digitale du marketing  la metamorphose digitale du marketing
la metamorphose digitale du marketing
 
Kpis et marketing
Kpis et marketingKpis et marketing
Kpis et marketing
 
Disruption à l'âge des plateformes
Disruption à l'âge des plateformesDisruption à l'âge des plateformes
Disruption à l'âge des plateformes
 
Plateformes algorithmes travail
Plateformes algorithmes travailPlateformes algorithmes travail
Plateformes algorithmes travail
 
Conférence gouvernance 17mai2016
Conférence gouvernance 17mai2016Conférence gouvernance 17mai2016
Conférence gouvernance 17mai2016
 
Pmp nudge 020216
Pmp nudge 020216Pmp nudge 020216
Pmp nudge 020216
 
#UX - Flup 12 novembre
#UX - Flup 12 novembre#UX - Flup 12 novembre
#UX - Flup 12 novembre
 
Conjoint liquet benavent
Conjoint liquet benaventConjoint liquet benavent
Conjoint liquet benavent
 
De la prescription à la Recommandation
De la prescription à la Recommandation De la prescription à la Recommandation
De la prescription à la Recommandation
 
Cours réseaux sociaux et community management
Cours réseaux sociaux et community managementCours réseaux sociaux et community management
Cours réseaux sociaux et community management
 
Faire de la publicité en temps de crise
Faire de la publicité en temps de criseFaire de la publicité en temps de crise
Faire de la publicité en temps de crise
 
Ipsos assises promo mars 2013_vf
Ipsos assises promo mars 2013_vfIpsos assises promo mars 2013_vf
Ipsos assises promo mars 2013_vf
 
Le nouveau paysage de l'information du consommateur
Le nouveau paysage de l'information du consommateurLe nouveau paysage de l'information du consommateur
Le nouveau paysage de l'information du consommateur
 
The effects of purchase orientations on perceived loyalty programmes’ benefit...
The effects of purchase orientations on perceived loyalty programmes’ benefit...The effects of purchase orientations on perceived loyalty programmes’ benefit...
The effects of purchase orientations on perceived loyalty programmes’ benefit...
 
2011 mmui facing diversity carrefour in asia
2011 mmui facing diversity   carrefour in asia2011 mmui facing diversity   carrefour in asia
2011 mmui facing diversity carrefour in asia
 
2011 mmui total business environment
2011 mmui total business environment2011 mmui total business environment
2011 mmui total business environment
 

Último

Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
fonyou31
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
ciinovamais
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
kauryashika82
 

Último (20)

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
 
9548086042 for call girls in Indira Nagar with room service
9548086042  for call girls in Indira Nagar  with room service9548086042  for call girls in Indira Nagar  with room service
9548086042 for call girls in Indira Nagar with room service
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdf
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
 
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
 
fourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writingfourth grading exam for kindergarten in writing
fourth grading exam for kindergarten in writing
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
Advance Mobile Application Development class 07
Advance Mobile Application Development class 07Advance Mobile Application Development class 07
Advance Mobile Application Development class 07
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 

Platform big data 2015 sept

  • 1. Globalisation : the Platform Era Christophe @Benavent Professor at niversity Paris Ouest
  • 2. The internet Stratification ● 1990 : Databased Marketing ● 19 95 : The encyclopedic Web ● 2000 : e-commerce blossom ● 2005 : Social Media turn ● 2010 : Apps and Mobile ● 2015 : Big data era and IOT
  • 3.
  • 4.
  • 5. 1850 : Navier-stokes WAVEWATCH III™ (Tolman 1997, 1999a, 2009) Based on of the model WAVEWATCH, as developed at Delft University of Technology (Tolman 1989, 1991a)
  • 6. A question of Coordination Locus principal de la décision individu Composant Collectif décentralisé Marché  : contrôle par les prix résultats et incitations monétaire convient aux environnement dynamique et homogène Cluster Clan  : contrôle par la culture et l'initiation nécessité par l'absence de critère de performance. Environnement héterogène et stable. Fédératif Classements Réseaux collège Centralisé Plateforme  : contrôle par l'information et haut degré d'auto-contrôle par des mécanismes de réputation. Environnement dynamique et hétérogène. Compétence Bureaucratie  : contrôle par la règle et les systèmes de délégation qui convient à un environnement stable et homogène. Niveau de coordination
  • 7. A world of data BIG DATA OPEN DATA SELF DATA SMALL DATA OBJECT DATA API DEVICE TEXT DATA WEB Camera GIT HUB r VISUAL DATA TAL Dashboard
  • 8.
  • 9.
  • 10. 4 Big Data Business Model ● The learning Model ● The Empowerment Model ● The Automation Model ● Data As Service Model
  • 11. Modèle Compétence Enjeu Exemple Automation Machine learning et real time Infrastructure Pricing Plateform Empowerment Dash board et visualisation Sense-making / Motivation Burberry's /La Poste Data-based Services Nudges et Choice architecture Policies Google Now Knowledge Data-mining et GIS None Cartographie (fine)
  • 13. Learning machine : ex Modèles MAB
  • 15. How the world react to Tokyo Games 2024
  • 19. A journey with Google Now
  • 20.
  • 21. Relationship, interactions et privacy Brand Relationship (Trust and Commitment) Touch Points (Customer Experience Management) Sociale Prsence Légitimacy Satisfaction Appropriation Data Personnalization
  • 22. Need Recognition Information search Evaluation Decision Purchase Post Purchase reaction Consumer Experience Relationship : Commitment, Trust and self efficacy Environment : Cultural and material condition 48% search on mobile several time aday 82% Use their phone is the street 40% have made some consumer reviews 45% use comparaison engine
  • 23. Usage and customer Different Channels for Different Usages Different channels for Different customers ? Cross channel Business integration Multi channel Inter competition Unique channel Specialization Transchannel Organic integration
  • 24. Logic of Platforms ● Network Externalities ● Long Tail ● Multiside Markets ● Matching Markets ● Crowdsourcing ● Reputation systems => How to manage ? ● Influencing behaviors to favour a global response : gouvermentality ● Marketing : Nudges and Policies
  • 25. Governementality ● Means – Algorithm : search and recommendation engine, notification and dashboard, recognition engine,.. ● Policies : rules and enforcement ● Motivational devices : – Gamification – Reputation device – Nudges
  • 26. Governementality ● Michel Foucault : the Pastor figure : – influence conduct to produce a desired collective behavior
  • 27. The Clubbing Issue As Dating Platform: IRC, Meetic, AdopteunMec, Tinder, Cam4
  • 28. Every thing is a Screen
  • 29. Feed back and nudges devices ● Recommendation system ● Feed back and notification ● Nudge
  • 30.
  • 31.
  • 32.
  • 33.
  • 34. Algorithm is about Feed Back and IoT
  • 35. Nudging ● Default (pre-filled formulas) ● Simplification ● Use of social norms ● Increase in ease and convenience ● Disclosure ( component of a price) ● Warning and graphics ● Precommitment strategies ● Reminder ● Elicit intention ● Feed back
  • 36.
  • 37. Policies ● The behavioral rules, distribution of rights and roles : ● Surveillance and discipline
  • 38. Motivational devices ● Ranking systems and social recognition ● Perks and status ● Gamification
  • 40.
  • 41. Politics of algorihm Une seule fois Occasionellement Plutôt fréquemment Très souvent -1,5 -1,0 -,5 ,0 ,5 1,0 1,5 ,0 5,0 10,0 15,0 20,0 25,0 30,0 35,0 40,0 45,0 50,0 Motivation par fréquence de publication Proportion Egoisme Vengeance vs encouragement Espérance de Réciprocité Alternative à une autre solution A l'issue d'un de vos voyage avez-vous publié un commentaire en ligne? degrédemotivation Proportiondel'échantillon
  • 42. 22$ of difference (average : 140$)
  • 44. The question of digital sovereignty