Harbinger Tech Session in cloud Expo 2015- Harnessing the power of linked open data cloud for better decision making
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This document discusses how open data and linked open data can be harnessed to improve decision making. It provides examples of open data in various domains like healthcare, agriculture, and cities. Open data refers to publicly available data that can be accessed and shared by anyone. Linked open data connects different datasets to provide context. The document outlines strategies for utilizing open data clouds and linked open data through approaches like data harvesting, analytics, and building recommendation engines. Overall, the key message is that open data and linked open data technologies can power innovation and help solve problems in various industries like healthcare and agriculture.
Harbinger Tech Session in cloud Expo 2015- Harnessing the power of linked open data cloud for better decision making
- 1. Harnessing the Power of Linked Open Data Cloud for better Decision Making
- 2. About Us Umesh Kanade General Manager, Harbinger Systems Asheesh Choksi Solutions Architect, Harbinger Systems Services Product Engineering Consulting UI/UX Advance Testing DevOps & Professional Services Innovation as a Service
- 3. What is open data “Open data is data that anyone can access, use and share” - by Open Data Institute • Machine Readable • Easy to Access and Use • Non-Proprietary • No Restrictive License • No Cost
- 4. Making Open Data Work Source: Cloudtweaks.com
- 5. 5 Stars of Open Data Make your Data available on the Web Make it available as Structured data Use non-proprietary format Use URLs to identify things Link your data to other datasets to provide context
- 7. Linked Open Data in Life sciences https://en.wikipedia.org/wiki/Linked_open_data
- 8. LinkedCT and Drug Bank • 5 Gigabytes of data • 25 million triples • 7,700 generic drug entries Retrieve diseases and genes associated with drugs tested in clinical trials where Prostate Cancer was studied Retrieve drug-drug interactions for Aspirin dosage for patient taking Warfarin Link LinkedCT Drug Bank
- 9. Who is Using Open Data www.opendata500.com
- 10. Open Data in Action #1 • Climate Corp • Helping farmers with field-level insights • Linking datasets of terrain, weather, soil • Increased yield and profitability by 20- 30% Source: Climate Fieldview, apple store, www.climate.com
- 11. Open Data in Action #2 • SeeClickFix • Making cities better • Open 311 service • Data source in XML, RSS & JSON • Creative Commons Noncommercial • Won ‘Code for America’ Award recently Source: SeeClickFix, app store, seeclickfix.com
- 12. Open Data in Healthcare and Opportunities for Innovation
- 13. 1. Provide Cost Comparison Chinese Hospital California Pacific Med Ctr Pacifc campus San Francisco Gen Hospital St. Mary Med Ctr, San Francisco Santa Clara Velley Med Ctr O'Connor Hospital Regional Medical of San Jose Lucile Salter Children Hosp at Stanford 63,517 77,377 124,502 127,812 80,201 101,056 197,664 276,728 Average cost (by BCBS): $31,124 Average Charges for total Knee Replacement San Francisco Santa Clara http://gis.oshpd.ca.gov/atlas/topics/financial/common_surgery
- 14. 2. GIS based healthcare maps
- 15. 3. Medicine Prescription checks Doctor can send Medicine prescriptions http://ontime.care Patient can reach doctor
- 16. 4. Engaging people •Events and Announcements •Patient Education Communication •Bi-directional Communication •Real-time Interactivity Collaborate •Self-management Empowerment
- 17. 5. Real time analytics for Providers • Body temperature not stable • Low Blood pressure • High Breathing and Pulse rate • Muscle hardening • No urination for long times Detecting / Predicting Post Operative Infection A Patient not responding appropriately can go unnoticed by humans. Raising early alerts can save lives.
- 18. 6. Analytics for Patients Personalized Health Dashboard Activity Weight Cholesterol Sugar • Choice of clinical procedures & tests • Patient education • Performing Adaptive analytics over the Predictive analytics
- 19. 7. Recommendation Engines B. Access the Open data to detect early problems & recommend • Diet, Exercises or need to visit relevant specialists • Recommend a personalized wellness plan A. Accessing Personal data on habits and behaviors • Smoking and Alcohol habits • Poor sleep patterns / Activity levels • Unhealthy meals / junk food • Problems, Medications and Allergies
- 20. Solutions to exploit Open Data
- 21. Intents High Level Reasoning Why What When /How Where socrata data.gov dbpedia Sanfrancisco… Business Goals, Requirements & Action Plan Planning Innovation
- 22. Data Harvesting Crawling & Querying Scraping & Cleaning Validation & Modeling Action Plan Open Data Cloud Probabilistic Reasoning Machine Learning Data Analytics Implementation Demographics Interests Activities Networks Recommendation Engine Social Analytic Framework Dashboards APIs User Data
- 23. Summary Smart Innovation Big Data and Analytics Web Technologies Mobile devices Open Data Internet of Things
- 24. Q & A
- 25. Thank You! Visit Harbinger Systems at Booth #221 www.harbinger-systems.com hsinfo@harbingergroup.com Nov 3-5, 2015 Santa Clara, CA Harnessing Power of Linked Open Data – Umesh Kanade, Asheesh Choksi, Harbinger Systems #40
Editor's Notes
- #8: Replace this with number of data sets available
- #14: More expensive surgeries do not provide guarantee of better results Chances are unpaid med bills could make its way to your credit report and your credit ratings could suffer. Readmission, pre and post surgery expenses, stay in hospital, avoid surprises Given persons vitals, problems,