ComplexCity Laboratory Official Presentation

D7ef8d53b3419f6cd057228e510de2f0?s=47 Fabien Pfaender
December 01, 2014

ComplexCity Laboratory Official Presentation

ComplexCity Laboratory presentation:
1 - a sino french lab
2 - city science
3 - Data / Science / Studies
4 - Case Studies
5 - A french Touch in city science

D7ef8d53b3419f6cd057228e510de2f0?s=128

Fabien Pfaender

December 01, 2014
Tweet

Transcript

  1. This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0

    Unported License.
  2. a Sino-French collaboration between &

  3. utc utt utbm 10k students a Grande École and a

    University Engineering & Humanities Science
  4. None
  5. Shanghai University 40k students top 40 in China Shanghai Public

    University
  6. Industrial, academic, institutional Partnership China Smart City Innovation and Development

    Research Center 中国智慧城市发展研究中⼼心
  7. A SINO-FRENCH LAB 法国中国研究实验室 Since July 2013

  8. CHINESE DIRECTOR Wan Wanggen FRENCH DIRECTOR MonZen Tzen COORDINATOR IN

    FRANCE Bruno Bachimont COORDINATOR IN CHINA Fabien Pfaender A JOINT RESEARCH LAB WITH TWO HEADS AND A BI-NATIONAL SCIENTIFIC BOARD In China In France
  9. 40 RESEARCHERS IN UTS AND SHU A PLATFORM IN SHANGHAI

    here
  10. UT Group (mobility only) National Research Agency (ANR) Investment for

    the Future (IA-BPI) European Agency H2020 Regional Funding RESEARCH BY PROJECTS FUNDING IN FRANCE FUNDING IN CHINA Shanghai University (platform support) Ministry of Science & Technology (MOST) National Science Foundation China (NSFC) Ambassade de France en Chine Chinese Scholarship Council (CSC)
  11. AN INTERNATIONAL EDUCATION PROGRAM CITY DATA SCIENCE MASTER a French

    Master taught in English Data Analysis for science and strategy the City as an exemple of a complex system a transdisciplinary program of engineer science and humanities with industry leaders in humanist data science
  12. CITY RESEARCH

  13. 0 25 50 75 100 1960 1977 1994 2011 China

    World France NEW CHALLENGES FOR THE WORLD OLD CITIES HAVE TO REINVENT THEMSELVES TO REMAIN INNOVATIVE NEW CITIES HAVE TO CREATE THE CONDITIONS TO BECOME INNOVATIVE
  14. TO MAKE THE CITY SMARTER, WE NEED TO UNDERSTAND IT

    AS A WHOLE. CITY IS A COMPLEX SYSTEM OF CLOSELY INTERRELATED HETEROGENOUS DATA, INTERACTING IN A NON-LINEAR WAY, COMING FROM EVERY CITY ASPECTS.
  15. Smart Green Sustainable Creative Entertaining Liveable Walkable Slow WE ADVOCATE

    FOR AN OPEN COMPLEX CITY SCIENCE Urbanism Mechanical Engineering Medecine Humanities Computer Science Geography Mathematics illustration : industrial debris par subjektzero (deviantart) Ideal CITY THEORIES CITY SCIENCES
  16. WE FOCUS ON THE RELATIONSHIPS OF ALL THE COMPONENTS IN

    ONE PLACE MULTI 3 SCALE LAYER TIMESCALE
  17. 5 RESEARCH THEMES 3 SPECIAL INTERESTS 14 RESEARCH PROJECTS ENERGY

    CULTURE MOBILITY URBANISM HEALTH CITIZEN DATA SCIENCE GOVERNANCE
  18. Traffic Flow Model for Road Network Optimization Camera Situation Awareness

    Complex City Engineering Models Platform for Sustainable Practice Health Monitoring Applied to Parkinson Audio urban Scene Analysis Web Data Mining & Public Mobility Maintenance and Serious Gaming Dynamicity: Digital Footprint of City Smart Logistics 14 INTERNATIONAL PROJECTS Urban Metabolism Digital Eternities Home Energy Management Social Cultural Transition & Urban Dynamics
  19. Traffic Flow Model for Road Network Optimization Camera Situation Awareness

    Complex City Engineering Models Platform for Sustainable Practice Health Monitoring Applied to Parkinson Audio urban Scene Analysis Web Data Mining & Public Mobility Maintenance and Serious Gaming Dynamicity: Digital Footprint of City Smart Logistics 14 INTERNATIONAL PROJECTS Urban Metabolism Digital Eternities Home Energy Management Social Cultural Transition & Urban Dynamics FUNDED ANR FUNDED IA FUNDED ANR FUNDED ANR PROPOSED ANR PROPOSED CNRS
  20. DATA SCIENCE STUDIES

  21. DATA SCIENCE STUDIES Digital data capture (>20 sources) Data Science

    Visualization - machine learning High performance storage cloud / specialized service Help researchers use data provide tools and methods Make critical advance in comprehensive city studies 1square = 1 Project
  22. DATA SCIENCE STUDIES

  23. None
  24. datasets scraping API Anjuke, Shanghai Statistics, Paris & Shanghai Websites,

    OSM map data Dianping (old), ArchDaily, Air Quality Index, Bus network Weibo, Twitter, foursquare, Yahoo, Flickr, GitHub, Yelp, etc. DATA GATHERING We gather data with a dedicated secure 24/7 capture platform. We store in cloud / HPC ready heterogeneous storage platform. We value people’s skills over tools
  25. WE GATHER LOCALIZED DATA RANGING FROM ONLINE SERVICES TO SOCIAL

    SCIENCE FIELD WORK WE TAKE ALL KINDS OF DATA FROM MANY CITIES WITH A SPECIAL FOCUS FOR PARIS AND SHANGHAI REAL ESTATE SOCIAL NETWORK CONVERSATION BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB SOCIAL NETWORK CONVERSATION BUS SUBWAY PEDESTRIAN ENERGY WEATHER PHOTOS DEVELOPERS VENUES SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB SOCIAL NETWORK CONVERSATION BUS SUBWAY ROADS PEDESTRIAN POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB REAL ESTATE SOCIAL NETWORK CONVERSATION BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO WEB REAL ESTATE SOCIAL NETWORK BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL PRICE DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB REAL ESTATE CONVERSATION SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO WEB REAL ESTATE SOCIAL NETWORK CONVERSATION BUS ROADS PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB CONVERSATION BUS ROADS ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS POI NETWORK TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS WEIBO MICROBLOG WEB REAL ESTATE SOCIAL NETWORK CONVERSATION BUS SUBWAY PEDESTRIAN ENERGY POLLUTION WEATHER CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE DEMOGRAPHY CHECK-IN BOOKS MOVIES MICROBLOG WEB REAL ESTATE SOCIAL NETWORK CONVERSATION BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB REAL ESTATE SOCIAL NETWORK CONVERSATION BUS SUBWAY ROADS PEDESTRIAN ENERGY WEATHER PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB REAL ESTATE CONVERSATION BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION WEATHER CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY BOOKS MOVIES WEB REAL ESTATE BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS WEIBO MICROBLOG WEB REAL ESTATE CONVERSATION BUS SUBWAY ROADS ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS VENUES POI DEMOGRAPHY BOOKS MOVIES WEIBO WEB CONVERSATION BUS ROADS PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS VENUES POI NETWORK PRICE DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG REAL ESTATE BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE DEMOGRAPHY CHECK-IN MOVIES WEIBO MICROBLOG WEB CONVERSATION BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS DEVELOPERS VENUES POI PRICE DEMOGRAPHY MOVIES MICROBLOG WEB SOCIAL NETWORK BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION PHOTOS CULTURE DEVELOPERS VENUES POI NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB SOCIAL NETWORK CONVERSATION BUS ROADS PEDESTRIAN ENERGY PHOTOSDEVELOPERS VENUES POI NETWORK TRANSPORTATION CHECK-IN BOOKS WEIBO MICROBLOG WEB SOCIAL NETWORK BUS SUBWAY ROADS ENERGY POLLUTION WEATHER DEVELOPERS NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB SOCIAL NETWORK BUS PEDESTRIAN POLLUTION PHOTOS CULTURE VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG REAL ESTATE SOCIAL NETWORK BUS SUBWAY ROADS ENERGY POLLUTION WEATHER VENUES POI SOCIAL PRICE TRANSPORTATION BOOKS MICROBLOG REAL ESTATE SOCIAL NETWORK BUS SUBWAY ENERGY WEATHER PHOTOS SOCIAL NETWORK PRICE CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB REAL ESTATE CONVERSATION BUS ROADS PEDESTRIAN ENERGY POLLUTION PHOTOS CULTURE POI SOCIAL PRICE DEMOGRAPHY CHECK-IN BOOKS WEIBO MICROBLOG WEB SOCIAL NETWORK BUS ROADS PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS POI DEMOGRAPHY BOOKS WEIBO REAL ESTATE SOCIAL NETWORK CONVERSATION BUS SUBWAY ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE DEMOGRAPHY MOVIES WEIBO MICROBLOG SOCIAL NETWORK CONVERSATION SUBWAY ROADS ENERGY POLLUTION WEATHER PHOTOS VENUES POI NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN WEIBO MICROBLOG WEB REAL ESTATE CONVERSATION BUS PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS DEVELOPERS VENUES POI SOCIAL PRICE DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO REAL ESTATE CONVERSATION BUS SUBWAY ROADS ENERGY POLLUTION VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB REAL ESTATE CONVERSATION BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION PHOTOS CULTURE PRICE DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB CONVERSATION BUS ROADS PEDESTRIAN ENERGY POLLUTION PHOTOS DEVELOPERS VENUES SOCIAL PRICE TRANSPORTATION DEMOGRAPHY MOVIES CONVERSATION BUS SUBWAY PEDESTRIAN ENERGY POLLUTION PHOTOS CULTURE VENUES POI NETWORK PRICE DEMOGRAPHY BOOKS MOVIES WEIBO MICROBLOG WEB CONVERSATION BUS SUBWAY ROADS ENERGY POLLUTION WEATHER CULTURE PRICE TRANSPORTATION DEMOGRAPHY MOVIES WEIBO SOCIAL NETWORK SUBWAY PEDESTRIAN ENERGY POLLUTION WEATHER CULTURE DEVELOPERS VENUES POI SOCIAL NETWORK PRICE DEMOGRAPHY CHECK-IN MOVIES MICROBLOG SOCIAL NETWORK BUS SUBWAY ENERGY POLLUTION CULTURE DEVELOPERS NETWORK PRICE TRANSPORTATION CHECK-IN BOOKS MOVIES WEIBO REAL ESTATE CONVERSATION BUS SUBWAY PEDESTRIAN WEATHER PHOTOS CULTURE VENUES SOCIAL NETWORK PRICE DEMOGRAPHY CHECK-IN BOOKS MOVIES WEIBO MICROBLOG WEB SOCIAL NETWORK CONVERSATION BUS SUBWAY ROADS PEDESTRIAN ENERGY POLLUTION CULTURE VENUES POI MOVIES MICROBLOG REAL ESTATE CONVERSATION BUS SUBWAY PEDESTRIAN ENERGY POLLUTION DEVELOPERS VENUES POI SOCIAL NETWORK PRICE CHECK-IN MOVIES MICROBLOG CONVERSATION BUS ROADS ENERGY WEATHER PHOTOS DEVELOPERS BOOKS MOVIES WEIBO MICROBLOG SOCIAL NETWORK BUS SUBWAY PEDESTRIAN ENERGY WEATHER PHOTOS DEVELOPERS POI SOCIAL PRICE BOOKS MOVIES WEIBO WEB SOCIAL NETWORK BUS SUBWAY POLLUTION WEATHER PHOTOS CULTURE VENUES POI SOCIAL PRICE CHECK-IN BOOKS WEIBO MICROBLOG REAL ESTATE PEDESTRIAN ENERGY POLLUTION WEATHER PHOTOS CULTURE DEVELOPERS POI SOCIAL NETWORK CHECK-IN WEIBO BUS SUBWAY ROADS PEDESTRIAN PHOTOS CULTURE VENUES POI NETWORK PRICE DEMOGRAPHY CHECK-IN MOVIES MICROBLOG WEB SUBWAY ROADS PEDESTRIAN ENERGY PHOTOS DEVELOPERS VENUES POI PRICE TRANSPORTATION BOOKS MOVIES WEB REAL ESTATE SOCIAL NETWORK ROADS PEDESTRIAN ENERGY POLLUTION PHOTOS POI PRICE CHECK-IN BOOKS MICROBLOG WEB BUS POLLUTION PHOTOS VENUES PRICE DEMOGRAPHY BOOKS WEIBO WEB SUBWAY ROADS PHOTOS DEVELOPERS VENUES POI SOCIAL TRANSPORTATION CHECK-IN BOOKS WEIBO MICROBLOG CONVERSATION BUS ROADS ENERGY WEATHER PHOTOS DEVELOPERS POI SOCIAL DEMOGRAPHY BOOKS MOVIES WEIBO MICROBLOG REAL ESTATE SOCIAL NETWORK BUS PEDESTRIAN ENERGY WEATHER CULTURE DEVELOPERS POI NETWORK PRICE DEMOGRAPHY BOOKS MOVIES WEIBO REAL ESTATE BUS SUBWAY POLLUTION WEATHER POI SOCIAL CHECK-IN REAL ESTATE BUS ROADS PEDESTRIAN ENERGY CULTURE DEVELOPERS VENUES PRICE DEMOGRAPHY BOOKS WEB REAL ESTATE CONVERSATION SUBWAY PEDESTRIAN ENERGY VENUES SOCIAL PRICE BOOKS MOVIES REAL ESTATE ENERGY DEVELOPERS VENUES POI SOCIAL NETWORK MOVIES WEIBO WEB SOCIAL NETWORK CONVERSATION BUS SUBWAY WEATHER PHOTOS CULTURE POI SOCIAL NETWORK CHECK-IN BOOKS WEIBO REAL ESTATE ROADS ENERGY POLLUTION POI SOCIAL NETWORK TRANSPORTATION BOOKS WEIBO REAL ESTATE SOCIAL NETWORK CONVERSATION SUBWAY POLLUTION CULTURE POI SOCIAL PRICE MOVIES WEIBO MICROBLOG WEB SOCIAL NETWORK BUS PEDESTRIAN WEATHER PHOTOS CULTURE VENUES SOCIAL NETWORK PRICE CHECK-IN BOOKS MOVIES WEB CONVERSATION BUS ROADS PEDESTRIAN WEATHER CULTURE POI SOCIAL NETWORK TRANSPORTATION WEIBO WEB BUS ROADS PEDESTRIAN POLLUTION PHOTOS NETWORK PRICE CHECK-IN MOVIES MICROBLOG REAL ESTATE BUS ROADS ENERGY CULTURE VENUES SOCIAL PRICE BOOKS WEB SOCIAL NETWORK BUS ROADS PEDESTRIAN VENUES NETWORK PRICE CHECK-IN MOVIES WEIBO MICROBLOG WEB CONVERSATION SUBWAY ROADS ENERGY POLLUTION WEATHER DEVELOPERS VENUES PRICE MOVIES WEIBO MICROBLOG WEB REAL ESTATE SUBWAY ROADS PHOTOS CULTURE SOCIAL PRICE BOOKS MOVIES WEIBO WEB BUS SUBWAY ROADS ENERGY PHOTOS POI SOCIAL PRICE TRANSPORTATION CHECK-IN BOOKS WEIBO WEB REAL ESTATE SOCIAL NETWORK CONVERSATION BUS POLLUTION CULTURE POI SOCIAL PRICE TRANSPORTATION CHECK-IN BOOKS WEIBO SUBWAY ROADS ENERGY DEVELOPERS VENUES POI SOCIAL NETWORK TRANSPORTATION DEMOGRAPHY WEB CONVERSATION SUBWAY ROADS ENERGY PHOTOS DEVELOPERS VENUES SOCIAL NETWORK PRICE DEMOGRAPHY MOVIES SOCIAL NETWORK BUS SUBWAY ROADS WEATHER VENUES SOCIAL NETWORK PRICE TRANSPORTATION DEMOGRAPHY CHECK-IN BOOKS REAL ESTATE BUS SUBWAY ROADS WEATHER CULTURE POI SOCIAL PRICE BOOKS MOVIES WEB BUS PEDESTRIAN ENERGY POLLUTION DEVELOPERS POI CHECK-IN BOOKS MOVIES MICROBLOG WEB REAL ESTATE CONVERSATION ENERGY DEVELOPERS NETWORK PRICE TRANSPORTATION CHECK-IN BOOKS MOVIES CONVERSATION BUS ENERGY SOCIAL BOOKS MOVIES WEIBO WEB CONVERSATION BUS ROADS ENERGY PHOTOS CULTURE DEVELOPERS PRICE TRANSPORTATION WEB SOCIAL NETWORK BUS VENUES PRICE BOOKS MOVIES WEB CONVERSATION BUS ROADS WEATHER NETWORK DEMOGRAPHY WEB DEVELOPERS POI NETWORK MOVIES MICROBLOG REAL ESTATE BUS DEVELOPERS VENUES NETWORK TRANSPORTATION ROADS PEDESTRIAN CULTURE VENUES POI PRICE CHECK-IN BOOKS WEIBO ROADS PEDESTRIAN PHOTOS VENUES POI SOCIAL PRICE BOOKS WEIBO CONVERSATION ENERGY POLLUTION CULTURE CHECK-IN MOVIES WEB ROADS ENERGY CULTURE DEVELOPERS SOCIAL NETWORK PRICE CHECK-IN BOOKS MICROBLOG BUS POLLUTION POI TRANSPORTATION CHECK-IN WEIBO WEB BUS POLLUTION SOCIAL PRICE DEMOGRAPHY BOOKS MOVIES WEB BUS POLLUTION VENUES POI SOCIAL NETWORK PRICE TRANSPORTATION CHECK-IN WEIBO REAL ESTATE CONVERSATION PEDESTRIAN POI PRICE BOOKS WEB BUS SUBWAY VENUES NETWORK PRICE TRANSPORTATION CHECK-IN MOVIES WEIBO REAL ESTATE SOCIAL NETWORK SUBWAY ROADS CULTURE DEVELOPERS VENUES POI NETWORK PRICE MOVIES BUS VENUES POI DEMOGRAPHY BOOKS MOVIES WEB BUS ROADS ENERGY POLLUTION CULTURE POI SOCIAL PRICE WEB BUS SUBWAY ENERGY WEATHER PHOTOS POI CHECK-IN WEB SOCIAL NETWORK BUS SUBWAY ENERGY DEVELOPERS POI BOOKS MICROBLOG WEB ROADS ENERGY WEATHER PHOTOS POI PRICE CHECK-IN MOVIES WEB BUS ROADS WEATHER PHOTOS DEVELOPERS PRICE BOOKS MOVIES BUS ROADS PEDESTRIAN PHOTOS DEVELOPERS POI CHECK-IN BOOKS WEB REAL ESTATE PHOTOS VENUES POI PRICE WEIBO WEB SOCIAL NETWORK SUBWAY POLLUTION PHOTOS PRICE DEMOGRAPHY MOVIES BUS DEVELOPERS MOVIES REAL ESTATE BUS NETWORK PRICE TRANSPORTATION BOOKS MOVIES PHOTOS POI SUBWAY PHOTOS CULTURE PRICE CHECK-IN BOOKS MOVIES BUS ROADS SOCIAL PRICE MOVIES WEB SUBWAY PEDESTRIAN NETWORK PRICE WEIBO BUS POI SOCIAL CHECK-IN BOOKS WEB CONVERSATION BUS ROADS NETWORK DEMOGRAPHY BUS SUBWAY ENERGY POI SOCIAL BOOKS WEIBO BUS ROADS PRICE WEIBO REAL ESTATE CONVERSATION BUS ROADS SOCIAL WEB SUBWAY VENUES DEMOGRAPHY MOVIES WEIBO WEB BUS POLLUTION PRICE DEMOGRAPHY WEIBO BUS ROADS CULTURE POI SOCIAL NETWORK CHECK-IN MOVIES WEB PEDESTRIAN PHOTOS CULTURE BOOKS REAL ESTATE POI SOCIAL NETWORK PRICE CHECK-IN MICROBLOG CONVERSATION BUS ENERGY POLLUTION SOCIAL POLLUTION DEVELOPERS VENUES POI WEIBO WEB WEATHER PHOTOS VENUES POI PRICE MOVIES WEB BUS ROADS PHOTOS NETWORK PRICE WEB SUBWAY ENERGY POLLUTION PHOTOS POI BUS SUBWAY ENERGY VENUES POI WEB BUS ROADS ENERGY VENUES NETWORK PRICE BUS SUBWAY POI MOVIES MICROBLOG BUS PHOTOS VENUES BOOKS WEIBO MICROBLOG BUS CULTURE VENUES WEIBO ROADS ENERGY PHOTOS MOVIES WEIBO WEB BUS VENUES POI WEB ENERGY POLLUTION POI SOCIAL CHECK-IN WEB PRICE BUS ENERGY PHOTOS DEVELOPERS VENUES POI WEB ROADS CULTURE VENUES CHECK-IN CULTURE PRICE ROADS DEVELOPERS POI PRICE BUS NETWORK WEB REAL ESTATE BUS SOCIAL NETWORK ROADS CULTURE POI WEB PEDESTRIAN POI MOVIES WEB CHECK-IN BOOKS WEIBO WEB PRICE MICROBLOG REAL ESTATE SOCIAL NETWORK CULTURE PRICE MOVIES BUS DEVELOPERS POI PRICE WEB BUS ROADS POI NETWORK BOOKS MOVIES MOVIES BUS PHOTOS WEIBO ENERGY VENUES BUS CULTURE POI SUBWAY ROADS DEVELOPERS POI BOOKS WEB BUS PHOTOS POI REAL ESTATE ROADS WEATHER SUBWAY ROADS ENERGY PHOTOS VENUES WEB BUS ROADS VENUES MICROBLOG REAL ESTATE BUS ENERGY WEATHER VENUES SOCIAL PRICE BUS PHOTOS POI SOCIAL ENERGY PHOTOS DEVELOPERS POI NETWORK PRICE WEB BUS CULTURE WEIBO BUS POI WEIBO WEB POLLUTION CULTURE POI PRICE WEB BUS POI REAL ESTATE ROADS PHOTOS MOVIES BUS PHOTOS VENUES POI MOVIES MICROBLOG PRICE PHOTOS CULTURE PRICE BOOKS MICROBLOG ENERGY POI PRICE CONVERSATION BUS ROADS POLLUTION POI MOVIES ROADS PHOTOS CULTURE SOCIAL WEIBO MICROBLOG ROADS PHOTOS PRICE BOOKS MOVIES BUS PEDESTRIAN NETWORK CHECK-IN MOVIES MICROBLOG WEB WEB DEVELOPERS DEMOGRAPHY POI PRICE WEIBO BUS POI REAL ESTATE POI SOCIAL MOVIES WEIBO CULTURE POI PRICE BUS PHOTOS CULTURE BUS BOOKS BUS SUBWAY ENERGY WEIBO ENERGY POLLUTION DEVELOPERS MOVIES BUS POI NETWORK CHECK-IN POI PRICE BUS POI WEB ENERGY NETWORK PRICE BUS WEATHER POI BUS ROADS SOCIAL REAL ESTATE VENUES BUS PHOTOS POI SOCIAL MOVIES BUS SUBWAY WEB VENUES BUS SUBWAY POI SOCIAL BOOKS REAL ESTATE SOCIAL NETWORK
  26. Json Files Sqlite Cloud / Geo Database Hadoop Cloud Hadoop

    BASIC STORAGE COMPLEX STOR AGE WE ADAPT DATA STORAGE TO RESEARCHERS NEEDS SO THAT THEY CAN FOCUS ON THEIR RESEARCH with partner with partner
  27. Social Network Monitoring Websites Transportation Sensors Specialized HPC cloud service

    Raw data storage Relational Database Modelization City Intelligence Data Exploration SCIENCE DATA
  28. This work is licensed by ComplexCity Lab under a Creative

    Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. We create a methodology to analyze complex systems such as cities We use latest development in data science (machine learning, visualization, serious gaming, simulation) We unify complex systems theories to make them powerful together SCIENCE(S) This work is licensed by ComplexCity Lab under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License.
  29. EXPLORE / ANALYSE MODEL / SIMULATE

  30. Hypothesis on System Elements Algorithm Based Simulation Human Based Simulation

    Data Exploration and Hypothesis Generation City as a Complex System Good Fitted model of the structure Weak Emergence Low-Level First Weak Emergence High Level First Hypothesis Validation Extract Significants Elements Exploration Modelization Optimization
  31. Data Exploration To Information To Knowledge Extraction Visualizations Machine Learning

    & Probabilistic Modelization High Performance Storage & Computing Multi-Agent Simulation Serious Gaming Natural Language Processing New Generation Geographic Informations Systems WE HELP RESEARCHERS ENGINEER THE EMERGENCE OF KNOWLEDGE DATA SCIENCE
  32. STUDIES We offer an interdisciplinary environment for all researchers regardless

    their origin. We propose a global comprehensive vision on city issues We develop softwares, services for citizens & government with our partners 1 DAY OF ROAMING PHONES POSITIONS IN PARIS WITH ORANGE.FR MOBILE PROVIDER
  33. VISUALIZING 350,000 VENUES FROM DIANPING.COM (2014) (LOCATION, PRICE, COMMENTS, RATINGS,

    TAGS, ETC.)
  34. « ABOUT SHANGHAI » WEBSITE MAP WITH LINKFLUENCE.FR

  35. LUJIAZUI MAP WITH FOURSQUARE RATINGS

  36. This work is licensed by ComplexCity Lab under a Creative

    Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. weibo foursquare d3js raw leaflet.js Data libraries tools cartodb mapbox IT IS NOT ABOUT TOOLS, IT IS ABOUT SKILLS VISUALIZATION COMPOSITION FOR WEIBO ANALYSIS etc.
  37. DATA SCIENCE STUDIES CITIZENS

  38. CASE STUDIES

  39. Physical Sensing Digital Self Sensing Ante-Mortem Post-Mortem body sensor house

    sensors outside multiple sensors Social Network sensors effect on others physical life HEALTH AWARENESS MAKE THE CITY AWARE OF CITIZENS HEALTH effect on others digital life
  40. 清明节 qīngmíngjié weibo mapping of locations during 清明节 weibo NLP

    with keywords linked to death weibo 清明节 related account analysis
  41. my interests in life cooking, design add link your weibo

    500m away from Hospital yes no Shops yes no School yes no Restaurants yes no From my work 10 min 5 元 2 g/co2 bus métro bike foot taxi SMART APPS MERGING MULTIPLE DATASETS
  42. Socially conscious use of massive data with interdisciplinary team integrating

    private sector FRENCH TOUCH CHINESE TOUCH Fast Evolving / Adoption Technology based approach facing unique urbanism challenges
  43. COMPLEXCITY LAB IS AN INCUBATOR FOR CITY RELATED PROJECT USING

    TECHNOLOGY AS A CATALYST STRATEGIC FORESIGHT FOR CITIES-RELATED COMPREHENSIVE RESEARCH AND INTERNATIONAL FUNDING OPPORTUNITIES CAPTURE MASSIVE DIGITAL CITY DATA CREATE, DESIGN & DEVELOP CITY-RELATED STUDIES, APPLICATIONS AND SERVICES COMPRHENSIVE THINK TANK ABOUT CITY SCIENCES IN FRANCE, EUROPE AND CHINA WITH OPEN EVENTS DESIGN AND SHARE METHODS AND TOOLS FOR URBAN COMPLEX- SYSTEMS ANALYSIS
  44. 三⼈人⾏行皆为我师焉 s ā n r é n x í n

    g j i ē w é i w ǒ s h ī y ā n 3 people walk, they can all be my professors — Confucius inspired
  45. COMPLEXCITY.ORG weibo @complexcity twitter @complexcity_lab This work is licensed under

    a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License.