| 词条 | Rayid Ghani |
| 释义 |
| name = Rayid Ghani | birth_place = Karachi, Pakistan | birth_date = {{Birth year and age|1977}} | death_date = | death_place = | residence = Chicago, IL, USA | nationality = | fields = Computer Science, Machine learning, Data science, Artificial Intelligence, Social Good, Public Policy | work_institution = University of Chicago | alma_mater = University of the South, TN Carnegie Mellon University, PA }} Rayid Ghani is the Director of the Center for Data Science and Public Policy, Research Associate Professor in the Department of Computer Science, and a Senior Fellow at the Harris School of Public Policy at the University of Chicago. He was also the co-founder of Edgeflip, an analytics startup that grew out of the Obama 2012 Campaign, focused on social media products for non-profits, advocacy groups, and charities. Ghani started and runs the Eric & Wendy Schmidt Data Science for Social Good Summer Fellowship,[1] at the University of Chicago.[2] Education and careerGhani completed his schooling at the Karachi Grammar School, in Karachi, Pakistan.[3] Ghani completed his graduate studies in the Machine Learning Department at Carnegie Mellon University with Tom M. Mitchell on Machine Learning and Text Classification and received his undergraduate degrees in Computer Science and Mathematics from University of the South. Before his current role at the University of Chicago, he was the Chief Scientist of the Obama 2012 Campaign.[4][5] Before that, he 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. Research ContributionsGhani's research focuses on developing and applying analytics, machine learning, and artificial intelligence methods to large scale social problems in areas such as education, healthcare, economic development, criminal justice, 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] and data mining.[12] Rayid's research contributions have been in the areas of text mining, co-training, active learning, consumer behavior modeling,[13] and fraud detection. He has given keynote speeches on Analytics and the Presidential Elections (for example at Predictive Analytics World,[14] Digital Leaders Forum,[15] Carnegie Mellon University,[16] and CeBIT Australia[17][18]), on Business Applications of Data Mining,[19] and Data Science for Social Good. Selected publications
References1. ^{{cite web|title=Eric and Wendy Schmidt Data Science for Social Good Summer Fellowship|url=http://dssg.uchicago.edu}} 2. ^{{cite web|last=Kaye |first=Kate |url=http://adage.com/article/dataworks/obama-s-data-scientist-runs-social-good-program/240902/ |title=Obama's Data Scientist Runs Social Good Program | DataWorks - Advertising Age |publisher=Adage.com |date=2013-04-16 |accessdate=2013-07-07}} 3. ^{{cite web|url=http://www.dawn.com/news/780327/obamas-secret-weapon-in-re-election-pakistani-scientist-rayid-ghani|title='Obama’s secret weapon in re-election: Pakistani scientist Rayid Ghani'|date=21 January 2013|publisher=Dawn.com|author=Haqqi, Salman|accessdate=21 Feb 2015}} 4. ^{{cite web|author=Tim Murphy |url=https://www.motherjones.com/politics/2012/10/obama-campaign-tech-staff |title=Meet Obama's Digital Gurus |publisher=Mother Jones |date= |accessdate=2013-07-07}} 5. ^{{cite news|last=Scherer |first=Michael |url=http://swampland.time.com/2012/11/07/inside-the-secret-world-of-quants-and-data-crunchers-who-helped-obama-win/ |title=Obama Wins: How Chicago's Data-Driven Campaign Triumphed | TIME.com |publisher=Swampland.time.com |date=2012-11-07 |accessdate=2013-07-07}} 6. ^{{cite web|url=https://www.theatlantic.com/technology/archive/2013/05/what-the-obama-campaigns-chief-data-scientist-is-up-to-now/275676/ |title=What the Obama Campaign's Chief Data Scientist Is Up to Now - Alexis C. Madrigal |publisher=The Atlantic |date= |accessdate=2013-07-07}} 7. ^{{cite web|last=Issenberg |first=Sasha |url=http://www.slate.com/articles/news_and_politics/victory_lab/2012/01/project_dreamcatcher_how_cutting_edge_text_analytics_can_help_the_obama_campaign_determine_voters_hopes_and_fears_.html |title=Project Dreamcatcher: How cutting-edge text analytics can help the Obama campaign determine voters' hopes and fears. - Slate Magazine |publisher=Slate.com |date= |accessdate=2013-07-07}} 8. ^{{cite web|title=Data-Crunched Democracy|url=http://datapolitics.jomc.unc.edu/about/how-did-voter-modeling-develop-and-how-does-is-work-now/|publisher=Annenberg School for Communication, University of Pennsylvania}} 9. ^{{cite book|last=Alter|first=Jonathan|year=2013|title=The Center Holds: Obama and His Enemies|Simon and Schuster|isbn=1451646070 |page=107}} 10. ^{{cite web|last=Johnson |first=Geoffrey |url=http://www.chicagomag.com/Chicago-Magazine/August-2012/Can-Obama-Data-Mine-His-Way-to-Victory/ |title=Can Obama Data-Mine His Way to Victory? |publisher=Chicagomag.com |date=2012-07-24 |accessdate=2013-07-07}} 11. ^{{cite news| url=https://www.nytimes.com/2012/03/08/us/politics/obama-campaigns-vast-effort-to-re-enlist-08-supporters.html | work=The New York Times | first1=Jim | last1=Rutenberg | first2=Jeff | last2=Zeleny | title=Obama Campaign's Vast Effort to Re-Enlist '08 Supporters | date=2012-03-08}} 12. ^{{cite web|url=https://scholar.google.com/citations?user=_ufWH4IAAAAJ&hl=en |title=Rayid Ghani - Google Scholar Citations |publisher=Scholar.google.com |date= |accessdate=2013-07-07}} 13. ^{{cite book|last=Baker|first=Stephen|title=The Numerati|url=https://books.google.com/books?id=OaoQLX4QU5oC&printsec=frontcover&dq=The+Numerati&hl=en&sa=X&ei=XZ77UZ-KBuaHygGf2IFw&ved=0CC4Q6AEwAA#v=onepage&q=Rayid&f=false|year=2009|publisher=Houghton Mifflin Harcourt|isbn=0618784608|pages=44–64}} 14. ^{{cite web|url=http://www.predictiveanalyticsworld.com/sanfrancisco/2013/agenda.php#day130|title=Predictive Analytics World 2013}} 15. ^{{cite web|title=Digital Leaders Annual Lecture|url=http://digitalleaders.co.uk/previousevents/dl3-annual-lecture/|deadurl=yes|archiveurl=https://web.archive.org/web/20130724160730/http://digitalleaders.co.uk/previousevents/dl3-annual-lecture/|archivedate=2013-07-24|df=}} 16. ^{{cite web|title=Carnegie Mellon University Machine Learning Distinguished Seminar Series|url=http://calendar.cs.cmu.edu/mlGoogleSeminar/4850.html}} 17. ^{{cite news|url=http://www.zdnet.com/au/compulsory-voting-changes-australia-election-data-game-obamas-data-scientist-7000015910/|title=Compulsory voting changes Australia election data game: Obama's data scientist|last=Taylor|first=Josh|date=2013-05-27}} 18. ^{{cite news|url=http://www.afr.com/p/technology/obama_election_wrong_guru_says_campaigns_uOcPoS7bQUm4qaiJTpTHvN|title=Obama’s election data guru says how the Labor and Liberal campaigns are getting it right – and wrong|work=Financial Review|first=Edmund|last=Tadros|date=2013-05-30}} 19. ^{{cite web|title=Interactive Data mining and Business Applications|url=http://videolectures.net/kdd2010_ghani_idmba/|publisher=ACM KDD Conference}} External links
11 : Living people|American computer scientists|Carnegie Mellon University alumni|Artificial intelligence researchers|Machine learning researchers|Barack Obama 2012 presidential campaign|University of Chicago faculty|1977 births|American scientists of Pakistani descent|Karachi Grammar School alumni|Pakistani emigrants to the United States |
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