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Applying AI, Big Data and Data Analytics for Social Innovation


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Hyper-connectivity and advance of intelligent technology touches every aspect of our daily lives, from personal wellbeing, to society and the global economy – across the Internet of Things, digital transformation and the need to realize a sustainable society. Fujitsu Laboratories adopts a think global, act local and deliver local approach to find solutions to things that matter, involving a co-creation strategy, as well as close collaborations with leading academia and research organizations. We are pioneering a new generation of user-centric applications and services underpinned by creative information analytics – detailing examples in Healthcare and Social innovation, Artificial Intelligence initiatives, and the latest solutions in Security.
Adel Rouz

Published in: Technology
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Applying AI, Big Data and Data Analytics for Social Innovation

  1. 1. 0 Copyright 2016 FUJITSU Fujitsu Forum 2016 #FujitsuForum
  2. 2. 1 Copyright 2016 FUJITSU Applying AI, Big Data and Data Analytics for Social Innovation Dr Adel Rouz Executive Vice President Fujitsu Laboratories of Europe
  3. 3. 2 Copyright 2016 FUJITSU Fujitsu Vision Digital Transformation and Business  Portfolio of technologies and services, driving digital transformation 2 IoT Mobile Cloud SDCI Analytics AI Security Integrated Computing Human Centric Innovation Copyright 2016 FUJITSU
  4. 4. 3 Copyright 2016 FUJITSU Fujitsu Vision - Digital Transformation and Business  What are the key drivers for social innovation?  Personal wellbeing  Society and the global economy  Advances in the Internet of Things  Digital transformation  Achieving a sustainable society
  5. 5. 4 Copyright 2016 FUJITSU Successful Digital Transformation Requires… New digital solutions Requires: Modernizing of existing core systems Integration and management of complex hybrid IT landscape Mobility, Analytics, IoT, AI & Robotics Moving infra/apps to the cloud, linking data to new systems Hybrid IT services and 3rd party cloud management MetaArc: the right blend of digital and cloud solutions, backed by professional and managed services
  6. 6. 5 Copyright 2016 FUJITSU MetaArc Digitalize with Confidence MetaArc delivers Digital Transformation. MetaArc comprises a comprehensive set of Solutions, Services, Cutting Edge Technologies and Engages our Eco-system of Partners.
  7. 7. 6 Copyright 2016 FUJITSU New Domains New Business Models New Technologies Fujitsu Laboratories Fujitsu Group  Leading the digital transformation process and supporting Fujitsu Group businesses The Role of the Laboratories
  8. 8. 7 Copyright 2016 FUJITSU Fujitsu R&D – The Global Perspective  CEO: Shigeru Sasaki  R&D Budget: approx 230 million EUR  Employees: 1,440 (worldwide - 1200 in Japan, 240 overseas) Fujitsu Laboratories of America (USA - established 1993) Fujitsu Laboratories of Europe (UK & Spain - established 2001) Fujitsu Research and Development Center (China - established 1998) Fujitsu Laboratories Atsugi Laboratories (Japan - established 1983) Fujitsu Laboratories Kawasaki Laboratories (Japan - established 1968)
  9. 9. 8 Copyright 2016 FUJITSU 84 projects in Japan - 58 projects in 11 countries Open Innovation around the World
  10. 10. 9 Copyright 2016 FUJITSU Act Local - Think Global – Deliver Local Off-shore research leveraging exceptional researchers Discovering regional technology trends Technology dissemination to raise global presence “Act local” activities targeting discovery of new businesses
  11. 11. 10 Copyright 2016 FUJITSU A Comprehensive Framework for AI 10 ee p le arn ing Neuroscience Machine learning Social receptivity Simulation - Image recognition - Voice recognition - Emotion/state recognition - Natural-language processing - Knowledge processing & discovery - Pattern discovery - Inference & Planning - Prediction & optimization - Interactivity & recommendation Human Centric AI Zinrai Sensing and Recognition Knowledge Processing Decision and support Learning Advanced research Deep learning Machine learning Reinforcement learning Neuroscience Social receptivity Simulation People / Businesses / Society ActuationSensing - Image recognition - Voice recognition - Emotion/state recognition - Natural-language processing - Knowledge processing & discovery - Pattern discovery - Inference & Planning - Prediction & optimization - Interactivity & recommendation Copyright 2016 FUJITSU
  12. 12. 11 Copyright 2016 FUJITSU Fujitsu’s Capabilities for Deep Learning* Time-series data Graph dataImage Speech Text Company A: White male Age: 30 Cloth: Gray Backpack : Pink Person recognition Handwriting recognition Leveraged by Topological Data Analysis Coverage of Fujitsu’s technologies Coverage of state-of-the-art *Deep Learning: A breakthrough technology of machine learning Vehicle recognition Original technologyPractical application Original technology
  13. 13. 12 Copyright 2016 FUJITSU Biology Graph Data Appear in Various Business Domains Drug Discovery /Healthcare Graph data that expresses relationships between people and things Cyber Security IoT/Mobile Supply Chain Fintech Internet Person Person Person Person lend lend lend Device Device Device Device connect connect connect C C C C bond C C N bond bond bond bond bond bond Social Networks e.g. peer-to-peer lending e.g. chemical compounds e.g. communication between devices
  14. 14. 13 Copyright 2016 FUJITSU Mobility Advancing AI for Social Innovation – Deep Learning Finance Health Energy  Fujitsu Laboratories of Europe has developed advanced data analytics solutions for social innovation  New deep learning technology has proven successful in several applications areas, such as:  Time series search engine for financial data analysis  Promoting safe driving behaviour  Automating quality control processes Security Manufacturing Manufacturing £ € $ ¥ Quality Control MobilityFinance Security Fraud Analytics Trend Analysis Social Innovation Health Energy Smart Energy Human Behavior Detection Predictive Health
  15. 15. 14 Copyright 2016 FUJITSU Deep Learning (DL) Imagification Method We have shown that CNN-based similarity matching can be used to identify trends and patterns in time series data Imagification of time series: we introduced a machine learning analogue to a natural, visual approach to time series analysis Convolutional neural networks (CNNs) have proved to outperform other methods in image classification task
  16. 16. 15 Copyright 2016 FUJITSU Enhancing Financial Trend Analysis £ € $ ¥ Finance Driver Safety Trend Analytics TREND ANALYSIS IN FINANCIAL KPIs  Efficient search for specific trends in historical data (e.g. bullish and bearish)  Support financial predictive analysis based on past behaviour patterns  Enable pattern correlation search across heterogeneous data sources (e.g. stock and news)
  17. 17. 16 Copyright 2016 FUJITSU Promoting Safer Driving Behaviour  Car Insurance Scenario: insurance companies provide customer with wearable device  Detecting micro-gestures that suggest poor driving habits  Reward customers who show less of these habits Mobility Driver Safety Driving Behaviour
  18. 18. 17 Copyright 2016 FUJITSU Automating Flaw Detection for Quality Control Steel pipes welding Road construction Bridges structures Rail tracks Fibreglass structures  There is a range of industrial applications that require thorough quality control and maintenance  Ultrasonic testing is a non-destructive testing method widely used to detect flaws in materials and large structures  Successfully applied its deep learning imagification method to detect flaws in ultrasound scan data
  19. 19. 18 Copyright 2016 FUJITSU Social Innovation in Healthcare - HIKARI  A key collaboration between the Hospital Clínico San Carlos in Madrid and Fujitsu  Shedding new “Light” on clinical decision-making  Aggregated, anonymized and integrated data from clinical and non-clinical sources  Faster, improved clinical decision-making with high risk assessment accuracy  Diagnosis assessment, Risk estimation & Resource utilization  Improving clinical practice through the use of the most advanced ICT
  20. 20. 19 Copyright 2016 FUJITSU Co-creation and Collaboration: Powerful Combination  Collaboration and co-creation with San Carlos Clinical Hospital: potentially saving patients’ lives  AI and the cloud: helping diagnose and treat mental illness, with full patient privacy.  Technology with the potential to change many medical fields dramatically Healthcare Open Data  33215 Diagnoses  61491 Drugs  5944 Symptoms  1,242,192 scientific papers  339 SNOMED concepts
  21. 21. 20 Copyright 2016 FUJITSU The Technologies behind HIKARI
  22. 22. 21 Copyright 2016 FUJITSU HIKARI Field Trial with San Carlos Clinical Hospital
  23. 23. 22 Copyright 2016 FUJITSU Social Innovation in Finance – HighStreet Stock quotes Financial reports Entity Identification LEI (Legal Entity Identifier) Interstage XWand GUI Open Data Social network data Closed Data Open Data Other datasets Statistical analysis LEI Legal Name 5493005CFBXSYW5GPY75 Fujitsu Semiconductor America, 549300YLMTY3ZX2TZA50 Fujitsu Consulting (Canada) 549300H3CSSW5SL7UO45 Fujitsu Network Communications, 5493000VZXXWZ5FNGC76 Fujitsu Ten Corp. of America Outputs Advanced knowledge processing Models Knowledge Storage SKOSDataCube
  24. 24. 23 Copyright 2016 FUJITSU HighStreet – Key Benefits  Potential customers for HighStreet in the financial context are individual banks and regulators.  The underlying technology can be applied by any organization that needs to analyze information from heterogeneous data sources.  HighStreet allows customers to add value to their data by merging open and private sources.  HighStreet offers advanced data analysis powered by an AI engine.
  25. 25. 24 Copyright 2016 FUJITSU Relation Discovery from News Domain knowledge from Relation Mining Knowledge Graph News feed from HighStreet Data Platform
  26. 26. 25 Copyright 2016 FUJITSU Human Centric Innovation 25 Human Empowerment Connected Infrastructure Sensors Smart Home Smart Cars Smart Factory Smart Agriculture Smart Healthcare Smart City Robots Better Experience Quality of Life Creative work Decision support Acquiring knowledge and skill Information from people and things Business and social information Information Analysis Algorithms and AI Security and Privacy Copyright 2016 FUJITSU Creative Intelligence
  27. 27. 26 Copyright 2016 FUJITSU