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{{afc comment|1=As far as I can see, the Mother Jones reference is the only reliable, independent media source you have. ''Reliable, extensive, and independent'' sources are needed to verify notability. <span style="face:Geneva;text-shadow: 0 0 .2em #7AF;">[[User:Theonesean|<span style="color:#000">the</span>]][[User talk:Theonesean|<span style="color:#000">one</span>]][[Special:Contributions/Theonesean|<span style="color:#000">sean</span>]]</span> 21:29, 2 July 2013 (UTC)}}
{{afc comment|1=As far as I can see, the Mother Jones reference is the only reliable, independent media source you have. ''Reliable, extensive, and independent'' sources are needed to verify notability. <span style="face:Geneva;text-shadow: 0 0 .2em #7AF;">[[User:Theonesean|<span style="color:#000">the</span>]][[User talk:Theonesean|<span style="color:#000">one</span>]][[Special:Contributions/Theonesean|<span style="color:#000">sean</span>]]</span> 21:29, 2 July 2013 (UTC)}}
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Revision as of 04:14, 10 July 2013

  • Comment: As far as I can see, the Mother Jones reference is the only reliable, independent media source you have. Reliable, extensive, and independent sources are needed to verify notability. theonesean 21:29, 2 July 2013 (UTC)

Rayid Ghani is the Chief Data Scientist at the Urban Center on Computation and Data, Research Director at the Computation Institute, a joint institute of Argonne National Laboratory and The University of Chicago, and a Fellow at the Harris School of Public Policy] at the University of Chicago. Rayid is also the co-founder of Edgeflip, an analytics startup focused on building social media products for non-profits, advocacy groups, and charities.

Rayid was previously the Chief Scientist of the Obama 2012 Campaign.[1][2] Before that, Rayid was a Senior Research Scientist and Director of Analytics research at Accenture Labs where he led a technology research team focused on applied R&D in analytics, machine learning, and data mining for large-scale and emerging business problems.[3] Rayid is currently running the Eric & Wendy Schmidt Data Science for Social Good Summer Fellowship[4] at the University of Chicago[5]

Rayid's research focuses on developing and applying analytics, machine learning, data mining methods to large scale social problems in areas such as education, healthcare, energy, transportation, and public safety.[6] His work has previously focused on text analytics,[7] fundraising, volunteer, and voter mobilization[8] using analytics, social media[9], and machine learning.[10][11] machine learning, and data mining.[12]

Selected publications

Data Mining for Business Applications. Editors: Carlos Soares, Rayid Ghani. Book. IOS Press 2010.

Interactive Learning for Efficiently Detecting Errors In Insurance Claims. Rayid Ghani and Mohit Kumar. Proceedings of the Seventeenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2011).

A Machine Learning Based System for Semi-Automatically Redacting Documents. Chad Cumby and Rayid Ghani. Proceedings of the 23rd Annual Conference on Innovative Applications of Artificial Intelligence (IAAI) 2011.

Testing Software In Age Of Data Privacy: A Balancing Act. Kunal Taneja, Mark Grechanik, Rayid Ghani and Tao Xie. Joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE 2011).

Data Mining to Predict and Prevent Errors in Healthcare Claims Processing. Mohit Kumar, Rayid Ghani, and Zhu-Song Mei. Proceedings of the Sixteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010).

Toward Optimal Ordering of Prediction Tasks. Abhimanyu Lad, Yiming Yang, Rayid Ghani and Bryan Kisiel. SIAM International Conference on Data Mining (SDM09), 2009

Maximizing Privacy Under Data Distortion Constraints in Noise Perturbation Methods. Yaron Rachlin, Katharina Probst, Rayid Ghani. The Second ACM SIGKDD International Workshop on Privacy, Security, and Trust in KDD held with ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2008). 2008

Towards Interactive Active Learning in MultiView Feature Sets for Information Extraction. Katharina Probst, Rayid Ghani. European Conference on Machine Learning (ECML/PKDD 2007).

Semi-supervised Learning of Attribute-Value Pairs from Product Descriptions. Katharina Probst, Rayid Ghani, Marko Krema, Andy Fano, Yan Liu. Proceedings of the International Joint Conference in Artificial Intelligence 2007 (IJCAI-07).

Price Prediction and Insurance for Online Auctions. Rayid Ghani. 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005).

Mining the Web to Add Semantics to Retail Data Mining. R. Ghani. Invited Paper. Web Mining: From Web to Semantic Web. Springer Lecture Notes in Artificial Intelligence , Vol. 3209. Berendt, B.; Hotho, A.; Mladenic, D.; van Someren, M.; Spiliopoulou, M.; Stumme, G. (Eds.) 2004

Predicting Customer Shopping Lists from Point-of-sale Purchase Data. Chad Cumby, Andy Fano, Rayid Ghani and Marko Krema. 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2004)

Building Minority Language Corpora by Learning to Generate Web Search Queries. Rayid Ghani, Rosie Jones and Dunja Mladenic. Journal of Knowledge and Information Systems (KAIS), 2003

References

  1. ^ Tim Murphy. "Meet Obama's Digital Gurus". Mother Jones. Retrieved 2013-07-07.
  2. ^ Scherer, Michael (2012-11-07). "Obama Wins: How Chicago's Data-Driven Campaign Triumphed | TIME.com". Swampland.time.com. Retrieved 2013-07-07.
  3. ^ Baker, Stephen (2009). The Numerati. Houghton Mifflin Harcourt. p. 44-64. ISBN 0618784608.
  4. ^ "Eric and Wendy Schmidt Data Science for Social Good Summer Fellowship".
  5. ^ Kaye, Kate (2013-04-16). "Obama's Data Scientist Runs Social Good Program | DataWorks - Advertising Age". Adage.com. Retrieved 2013-07-07.
  6. ^ "What the Obama Campaign's Chief Data Scientist Is Up to Now - Alexis C. Madrigal". The Atlantic. Retrieved 2013-07-07.
  7. ^ Issenberg, Sasha. "Project Dreamcatcher: How cutting-edge text analytics can help the Obama campaign determine voters' hopes and fears. - Slate Magazine". Slate.com. Retrieved 2013-07-07.
  8. ^ "Data-Crunched Democracy". Annenberg School for Communication, University of Pennsylvania.
  9. ^ Alter, Jonathan (2013). The Center Holds: Obama and His Enemies|Simon and Schuster. p. 107. ISBN 1451646070.
  10. ^ Johnson, Geoffrey (2012-07-24). "Can Obama Data-Mine His Way to Victory?". Chicagomag.com. Retrieved 2013-07-07.
  11. ^ http://www.nytimes.com/2012/03/08/us/politics/obama-campaigns-vast-effort-to-re-enlist-08-supporters.html
  12. ^ "Rayid Ghani - Google Scholar Citations". Scholar.google.com. Retrieved 2013-07-07.