II-SDV 2014 Standing on the Shoulders of Giants: New strategies to involve more of the world with data mining and intelligence extraction (Steven M. Muskal - Eidogen-Sertanty, USA)
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This document discusses new strategies for involving more people in data mining and intelligence extraction through mobile devices and cloud computing. It notes that billions use mobile devices and connectivity is unprecedented. Well-established social media frameworks like Facebook and Twitter could be leveraged. Science apps have traditionally been isolated but cloud-based tools, social media, and mobile devices now open new possibilities to engage more of the world. The document provides examples of tracking epidemics using social media data and deploying scientific protocols and apps to mobile devices through cloud pipelines.
II-SDV 2014 Standing on the Shoulders of Giants: New strategies to involve more of the world with data mining and intelligence extraction (Steven M. Muskal - Eidogen-Sertanty, USA)
- 1. Standing on the Shoulders of Giants:! New strategies to involve more of the world with data mining and intelligence extraction. Dr. Steven Muskal! Chief Executive Officer! Eidogen-Sertanty, Inc! smuskal@eidogen-sertanty.com
- 2. * Apple’s iPad was first released in April 2010.
- 3. 70% of World’s Population Uses Mobile Devices http://www.cisco.com/c/en/us/solutions/collateral/service-provider/visual-networking-index-vni/white_paper_c11-520862.html Over half a billion mobile devices and connections were added in 2013
- 4. Growing World Demand for Connectivity
- 6. Mobile Social Networking * March 2014: Facebook reported 1 Billion Active Mobile Users
- 7. Less Than Four Degrees of Separation
- 8. Tracking Epidemics and Other Public Health Issues Tweet: “Poor little crumb’s got fever and red spots. I feel so sorry.”! Tweet: “Coughed the whole night. I got it bad. Flu.” http://geopatterns.enm.bris.ac.uk/epidemics/! http://www.nydailynews.com/life-style/health/cough-cough-tweet-researchers-twitter-track-flu-article-1.1253136 Flu Detector - Tracking Epidemics on Twitter Machine Learning and Knowledge Discovery in Databases Lecture Notes in Computer Science Volume 6323, 2010, pp 599-602 Lampos, V. and Cristianini, N. > 95% correlation with Health Protection Agency Data
- 9. Tracking Epidemics and Other Public Health Issues Social and News Media Enable Estimation of Epidemiological Patterns Early in the 2010 Haitian Cholera Outbreak •Cholera-related HealthMap news media reports, Twitter postings, and government cholera cases reported strongly correlated with official case data. ! •Data from Informal sources were available up to 2 weeks earlier!! ! Am. J. Trop. Med. Hyg., 86(1), 2012, pp. 39-45 doi:10.4269/ajtmh.2012.11-0597 HealthMap alerts for the first one hundred days of the Haiti cholera outbreak.
- 10. Cloud Computing - A Revolution… Nov 12, 2006
- 11. Quick Poll • How Many of You Leverage “the Cloud?” • Gmail Users? • Dropbox? • Use an iPhone or iPad?
- 13. Eidogen Cloud Migration • 2003-2005: 3 different server rooms: 120+ servers! • 2005-2010: 1 colocation center: 5 caged racks! • 2010-2012: 1 colocation center: 3 racks + EC2/RDS cloud instances (mobile apps and migration) ! • 2012-2013: EC2/RDS cloud instances (primary) + 2 legacy racks (“fallback”)!
- 14. The Cloud: Amazon AWS Growth In January 2008, Amazon announced that the Amazon Web Services consume more bandwidth than its entire global network of Amazon.com retail sites http://aws.typepad.com/aws/2008/05/lots-of-bits.html http://venturebeat.com/2012/01/31/amazon-aws-s3-growth-cloud/ Amazon S3 grew 192% year-over-year AWS Free Usage Tier now includes Amazon MS-Windows Server EC2 instances February 23, 2012
- 15. Jobs Generated by Cloud Computing U.S. number of unemployed persons (10.5 million) - i.e. unemployment rate (6.7 percent)! April 4, 2014: http://www.bls.gov/news.release/empsit.nr0.htm
- 16. Mobile and Cloud Cloud Applications Will Account for 90 Percent of Mobile Data Traffic by 2018
- 17. Many Apps, Huge Download Numbers • Total Apps Approved for iTunes App Store: 1,542,115! • Total Active Apps (currently available for download): 1,157,279 ! • Total Inactive Apps (no longer available for download): 384,836! • Number of Active Publishers in the iTunes App Store: 300,572 March 31, 2014: http://148apps.biz/app-store-metrics > 100 Billion Downloads!
- 18. However, Market Awareness Is Challenging… January 28, 2012: http://www.quora.com/appbackr Android
- 19. Eidogen’s Apps: More than 50K Downloads In partnership with Molecular Materials Informatics, In partnership with Accelrys In partnership with Intel with InfoChem
- 20. Science-Cloud Tasks (Eidogen/Accelrys) • What is it?! ‣ An iOS application for iPod/iPhone/iPad (Android planned)! ‣ A new Pipeline Pilot component collection! • What does it do?! ‣ Allow any Pipeline Pilot PDF and HTML report to be easily deployed to mobile devices! ‣ Allow authoring of new Pipeline Pilot protocols to deploy dashboards and mobile-centered tasks and actions on mobile devices! • Free App from Apple AppStore (search ‘Accelrys’)
- 21. New Mobile Possibilities... ScienceCloud Tasks / Mobile Collection
- 22. Pipeline Pilot Protocols are Easily ‘Mobilized’
- 23. Protocol Folders Appear in the Tasks App
- 24. Location Demo
- 25. Observation Capture (Demo) Leverage Mobile Device Capabilities • Camera, Audio, GPS, etc.
- 26. Embed and Deploy Embed full applications within Pipeline Pilot protocols and deploy to mobile users
- 27. Ligand Co-Complex Search (Demo)
- 28. R&D Productivity Has Been On The Decline
- 29. World Population Density The G-Econ project gecon.yale.edu/ Let’s find a way to shift the numbers… 7 Billion people depend on fewer than 500,000 people to discover and develop new medicines.
- 30. Summary • Billions of people routinely use and connect with mobile devices. ! • Massive worldwide connectivity is unprecedented.! • Well deployed social media frameworks are in-place and easy to access.! - e.g. Facebook, Twitter, and their APIs. ! • Science apps have been largely insular, vertical, and point solutions. We need to recruit more of the world!! • Cloud-based pipelining-tools, social media frameworks, and mobile devices together open many new possibilities.!
- 31. Acknowledgements ! • Accelrys! - Matt Hahn! - Dave Rogers! - Jung Ku! - Mike Peeler! - Ton van Daelen - Maurizio Bronzetti! - Stephan Schurer! - Alex Clark