IBM Watson Era of Cognitive Computing. Dataforeningen

Transcription

1 IBM Watson Era of Cognitive Computing Dataforeningen

2 Our Commitment to Cognitive in Healthcare IBM Moonshot I'm telling you, our moonshot will be the impact we will have on Healthcare. It has already started. We will change and do our part to change the face of Healthcare. I am absolutely positive about it. And that, to me, while we do many other things, that will be one of the most important. Ginni Rometty April 16, 2015 Investments $26B Analytics $8B Cloud $2B Watson $3B IOT Disrupt how care is experienced, where it is delivered, and how it is paid for IBM Confidential

3 Cognitive systems democratize innovation by scaling knowledge SENSORS DATA ANALYTICS INFORMATION COGNITIVE Knowledge

4 Business value Evolution from search through cognitive computing Cognitive Computing Natural language Q&A Fact Extraction Learning Trigger Actions Simulate Thinking NLP and Contextual Search Apps Entity Extraction Semantic Analysis Emotion Analysis Contextual Search Unified Access Fusion Across Multiple Sources Keyword Search Retrieval Record/Document Retrieval There is a natural and cumulative evolution from basic search, through advanced NLP, to cognitive computing all with the goal of delivering information and scaling expertise. Simple UI Capabilities Role-specific and immersive UIs

5 IBM Watson brings together a set of transformational technologies to drive optimized outcomes 1 Understands natural language and human speech 2 Generates and evaluates hypothesis for better outcomes 99% 60% 10% 3 Adapts and Learns from user selections and responses

6 Watson Core Technology Watson makes data from enterprise and non-enterprise silos easily accessible at the point of impact to people when they need it. Web and Social Media Content Mgt Systems Unstructured Content Unstructured Databases Web Services Data Warehouses Structured

7 Watson is the Cognitive Window into Enterprise Data Cognitive Exploration Explore: Securely connect to, search and explore all of your organization s data, regardless of format or where it is stored and managed. Analyze: Mine your unstructured data to reveal trends, patterns and insights that traditional search technologies miss. Interpret: Integrate cognitive services to enhance, scale and augment human expertise.

8 Watson s diverse areas of application Engagement Supporting interaction with care providers, patients and other stakeholders Discovery Supporting research activities by revealing new links, relations and insights. Decision Supporting evidence and fact based decision making. Guidelines Supporting compliance with guidelines, regulation and rules. Exploration Natural language processing - analysis and visualization of insights.

9 How Watson Works

10 How we are planning to transform industries with speed Cloud Delivery Building Solutions & Skills Partnerships & Ecosystem Create open platform to host data securely, provide analytics services and support IBM and partner solutions. Invest in skills and deliver organic and inorganic SaaS-based solutions for providers, payers, Life Sciences and Government. Grow partnerships beyond Apple, Medtronic, J&J, and CVS Health, for market access and industry expertise.

11 Watson Developer Cloud provides developers easy access to cognitive building blocks Data Insights Language AlchemyLanguage Dialog Retrieve and Rank Language Translation Concept Expansion Concept Insights Tone Analyzer Relationship Extraction Language Speech Data Insights AlchemyData News Tradeoff Analytics Speech Vision Vision Access the site to see the latest additions and updates Watson Developer Cloud Speech to Text Text to Speech AlchemyVision Visual Insights Visual Recognition 11

12 Dialog What is it? Direct responses to users inquiries fueled by primary document sources How does it work? Interprets and answers user questions based on source data and returns candidate responses with associated confidence levels and links to supporting evidence. Use Cases- Healthcare: What is a stroke? What is the cause of Wilson Disease? Travel: Where is the best place to stay in Prague? Asks a question Understands question Produces possible answers and evidence Analyzes evidence Computes confidence Delivers response, evidence and confidence Considers response and evidence 12

13 Visual Recognition What is it? Analyzes analyzes the visual appearance of images or video frames to understand what is happening in a scene. How does it work? Includes an unmatched number of preset classifier and trained labels (2,000+), a taxonomy that recognizes 150+ different sports, and can ingest 1,000+ batch images with the ability to recognize multiple labels in a picture. Example Use Cases Audio-visual indexing and search of media archive Automatic Smart Album generation Marketing data analysis from social media - For e.g., mine Pinterest images and perform segmentation 13

14 Services can be mixed and matched to address pressing use cases Can you help me pick the right insurance? Here s a link to a step by step guide to walk you through this Can you help me pick the right insurance? Sure. I can walk you through step by step. Ready to get started? Can you help me pick the right insurance? Based on our previous conversations and low but rising interest rates, let me tell you more about 30 year fixed. Ready to learn more?

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16 Watson understands natural language There may be 100 ways to phrase the same question Watson can learn them all Watson understands context When Watson asks Have you have any previous criminal convictions?, a response like Do parking tickets count? is fine Watson can take action At the appropriate time and within context, Watson can trigger processes from within the Watson instance 16

17 Unleashing the Power of the Watson Ecosystem

18 What will you build with Watson?