Se ha denunciado esta presentación.
Se está descargando tu SlideShare. ×

Presentación Ciro Cattuto, ISI Foundation en VI Summit País Digital 2018

Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio

Eche un vistazo a continuación

1 de 24 Anuncio

Más Contenido Relacionado

Presentaciones para usted (20)

Similares a Presentación Ciro Cattuto, ISI Foundation en VI Summit País Digital 2018 (20)

Anuncio

Más de PAÍS DIGITAL (20)

Más reciente (20)

Anuncio

Presentación Ciro Cattuto, ISI Foundation en VI Summit País Digital 2018

  1. 1. DATA FOR PRIVATE AND PUBLIC GOOD CIRO CATTUTO, ISI FOUNDATION DATA FOR PRIVATE AND PUBLIC GOOD CIRO CATTUTO, ISI FOUNDATION
  2. 2. (big) data decisions models
  3. 3. digital traces historical view temporal horizon limited reproducibility limited context data protection challenges available as a side effect of many activities machine processable, pattern discovery high coverage, can work at scale
  4. 4. ‣ more behavioural proxies from digital platforms ‣ more sensor data & ambient instrumentation ‣ larger cohorts ‣ longer time spans, finer granularity ‣ more unstructured data (e.g., text, speech) ‣ more value generation after data is collected TRENDS BACKGROUND
  5. 5. MODELS EXAMPLE: FORECASTING PANDEMICS mobility population Balcan et al. PNAS 2009 commuting air travel
  6. 6. MODELS EXAMPLE: FORECASTING PANDEMICS
  7. 7. MODELS MODELS OF PEOPLE “Digital Phenotype” Computational Social Science + + Behavioral Economics, Social Sciences, Game Theory, Marketing, …
  8. 8. Demographic Data Value System Belief System Fundamental Worldview Behaviours
  9. 9. MODELS TRENDS ‣ more complex models informed by non-traditional data ‣ more machine learning and artificial intelligence in the loop of digital products ‣ more accurate models of human behaviour (e.g., risk models, product usage, capacity planning, etc.) ‣ dramatically increasing complexity of digital ecosystem ‣ reacting to the digital ecosystem becomes more challenging — we are already seeing this with diffusion of (mis) information
  10. 10. DATA SCIENCE IT Infrastructure & Data Provisioning Data-Driven Knowledge Discovery Data-Driven Operational Excellence Visual Analytics Data Mining Machine Learning NLP Math. Modeling DATA SCIENCE OPPORTUNITY: A SCIENTIFIC MINDSET
  11. 11. DATA SCIENCE DATA SCIENCE IS SCIENTIFIC THINKING IN A BUSINESS CONTEXT
  12. 12. DATA SCIENCE CHALLENGE: ACCESS TO KNOWLEDGE & ACCESS TO TALENT
  13. 13. RESEARCH-INDUSTRY PARTNERSHIPS EXAMPLE: RESEARCH CENTER + GLOBAL BANK ISI FOUNDATION ARTIFICIAL INTELLIGENCE LAB INNOVATION CENTER / FINTECH LAB INTESA SAN PAOLO FOUNDATIONAL DATA SCIENCE + ISI Foundation scientific network bank’s global partner network
  14. 14. RESEARCH-INDUSTRY PARTNERSHIPS RESEARCH CENTER + GLOBAL BANK: OPERATIONS Challenges jointly defined by Business Owners & Research Leadership
  15. 15. RESEARCH-INDUSTRY PARTNERSHIPS THE STAKEHOLDERS’ PERSPECTIVE GAIN ACCESS TO TOP-RANKED DATA SCIENCE TALENT DEVELOP DATA SOLUTIONS TAILORED TO NEEDS OF BUSINESS OWNERS FOSTER SCIENTIFIC MINDSET WITHIN THE COMPANY CHALLENGE ACADEMIC RESEARCH WITH REAL BUSINESS PROBLEMS NEW FUNDING LINES FOR BASIC RESEARCH REDUCE TIME-TO-IMPACT OF RESEARCH ON REAL-WORLD PROBLEMS RESEARCH CENTER INDUSTRY added value
  16. 16. DATA SCIENCE FOR THE NON-PROFIT SECTOR society data science computational social science complex systems artificial intelligence data visualization statistics & applied maths development future of work education population health urban planning DATA SCIENCE FOR SOCIAL GOOD
  17. 17. DATA SCIENCE FOR THE NON-PROFIT SECTOR DATA COLLABORATIVES datacollaboratives.org
  18. 18. TEXT Urban Mobility in Santiago from a Gendered Perspective
  19. 19. DATA SCIENCE FOR THE NON-PROFIT SECTOR CROSS-SECTOR PARTNERSHIPS policy and process research researchdomain expertise data provider data provider data2x.org/big-data-gender-challenge funding
  20. 20. DATA SCIENCE FOR THE NON-PROFIT SECTOR A EUROPEAN HUB FOR DATA SCIENCE & PHILANTHROPY ogrtorino.it
  21. 21. DATA FOR PRIVATE AND PUBLIC GOOD THANK YOU

×