Data 4 Development is an Open Data challenge from Orange to the world research community, to help the development of Côte d’Ivoire society



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Data 4 Development is an Open Data challenge from Orange to the world research community, to help the development of Côte d’Ivoire society

  • Data 4 Development is an Open Data challenge from Orange to the world research community, to help the development of Côte d’Ivoire society

    • Exploit network signalling data, form Orange Ivory Coast
    • Address poverty, medical help, food and water distribution, spread of diseases, traffic congestions, early signals of crisis, …
    • Improve society, support NGO’s and better public policies
  • In collaboration with the University of Louvain (UCL) and MIT for the evaluation of results:

    • Criteria: Scientific approach, Societal impact and Data Visualisation
    • Evaluation Committee with members from: Bouake University, Global Pulse (United Nations), GSMA, MIT, Orange R&D, UCL, World Economic Forum
  • Launched June 2012, submissions mid Feb 2013, results announced at the NetMob conference at MIT on 1st of May 2013

    • A “world premiere” by Orange…






4 data sets, based on 5 months of CDR, from Dec 2011 to April 2012

  • 4 data sets, based on 5 months of CDR, from Dec 2011 to April 2012

    • Dynamic Population densities by volumes of all calls per hour between all antennas
    • Geographic mobility of anonymous client samples over the whole period
      • Coarse trajectories (prefectures levels) of a 10% client sample
      • Fine trajectories (blurred antenna levels) of a biweekly 10% client sample
    • 2 degrees social communication graphs of an anonymous week by week 1% client random sample
  • Highly anonymised, running pre-release tests to further secure privacy risks

    • The dataset where provided to 2 “Friendly Test teams” who tried to “Hack” them
      • University Pierre et Marie Curie, University of Cambridge
      • Results of attempts where taken into account to further the anonymisation
  • Controlled access to the data set ensured alignment with the project goals

    • Release of data sets to researcher, required a project submission to the D4D Challenge and the signature of Terms & Condition’s controlling the use of data and the publication of results


We received over 260 requests, from all over the world…

  • We received over 260 requests, from all over the world…

  • University of Cambridge University of Illinois at Chicago University of California, San Diego University of San Francisco University College London Bell Labs University College Dublin Freie Universität Berlin MIT FEUP Protugal University of Ljubljana, Slovenia University College Dublin University of Modena and Reggio Emilia, Italy Fraunhofer IAIS, Germany Tokyo Institute of Technology, Japan Krasnow Institute for Advanced Study Université de Bouaké University of Birmingham National University of Ireland Bell Labs, Alcatel-Lucent Technische Universität Berlin Colorado School of Mines Ecole Polytechnique Fédérale de Lausanne Nanyang Technological University Technische Universität Darmstadt Freie Universität Berlin University of Namur University of Colorado Denver Georgia Institute of Technology University of Trento University of San Francisco Infosys Ltd. Qatar Computing Research Institute





Country & Communities understanding

  • Country & Communities understanding

  • Emergency responses

  • City and Transport planning

  • Tourism and event analysis

  • Population statistics

  • Health improvements

  • Epidemic models

  • Economic indicators

  • Alerting/preventing violence

  • Countries comparison

  • Algorithms that respect privacy

  • … and Orange operational performance improvement suggestions





Telco Data can make a difference to people’s life and contribute to improve public policies

  • Telco Data can make a difference to people’s life and contribute to improve public policies

  • Innovation/thinking leadership and Orange’s business development

    • Contribute to the image of Orange
    • Contribute to our BigData business development
    • Develop internal momentum and enrich R&D network to go further
  • Relatively easy to sell internally and to implement, because

    • In line with Strategic direction around personal data
    • Development theme is an “easy sell”
    • Not very expensive
    • Working with Best-in-class Universities and partners
  • Learned how to deal with open data on a potentially sensitive area

    • Strong Privacy and Competitive insights constraints
    • Data quality
    • Accept to let go some direct potential value, and take some risks
    • Rich knowledge creation


contacts:

  • contacts:

  • Orange Group Marketing: nicolas.decordes@orange.com Orange Labs: jacques.raguenez@orange.com



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