PPT-Visual Analytics Research at

Tufts Remco Chang Assistant Professor Tufts University Problem Statement The growth of data is exceeding our ability to analyze them The amount of digital information generated in the years 2002 2006 2010. Analytics. :. New York times – A . map. . of. . olympic. . medals. . A . graphic. . view. . of. . the. . number. . of. . medals. . countries. won in sommer Olympic Games from 1896 – 2008. Roof Savings Calculator. Ensembles. Chad Jones (Apple). Kwan-Liu Ma (UC-Davis). Jibo. Sanyal (ORNL). Joshua New, Ph.D.. Building Technologies Research &. Integration Center (BTRIC). MotivationTuesday, June 23rd 2015Explorable Visual Analytics (EVA) Motivation1854Cholera outbreak in Soho, London616 DeadNo Germ Theory Miasmatic Theory (bad air)John SnowSpread through ater upply Making . the Connection. Don N. Kleinmuntz, Ph.D.. Principal, Kleinmuntz Associates LLC. President, INFORMS Section on Analytics. Developments . in Advanced Analytics and Big Data 2014. London, 30 April 2014. Findings from . An AIS-based Survey. Namchul Shin. Pace University. Pre-ICIS SIGGIS . Workshop. Dublin, Ireland. December 11, 2016. Background: SIGGIS Workshop at AMCIS 2014. Observations about geospatial research in the IS/IT field (Pick and Shin, 2014). Information . Visualization and . Visual Analytics. Remco Chang. Associate Professor. Computer Science, Tufts University. Human + Computer. 1. http://www.collisiondetection.net/mt/archives/2010/02/why_cyborgs_are.php. Remco Chang. Assistant . Professor. Department of Computer Science. Tufts University. Big Data Visual Analytics:. A User-Centric Approach. “The . computer is incredibly fast, accurate, and stupid. Man is unbelievably slow, inaccurate, and brilliant. The marriage of the two is a force beyond calculation. Operations research (OR). Seeks solutions to problems that arise in complex organizations. First used in the military during WW II. Managing allocation of scarce resources. Early 1950s: OR introduced into business, industry, and government. Kwan-Liu Ma. Department of Computer Science. University of California, Davis. Outline. VA research at . VIDi. UC Davis. VA . education. Mathematics foundations. Training offered by VAST contests. R. Challenges . and Opportunities. Remco. Chang. Tufts University. Visual Analytics = Human Computer. Visual analytics . is . “the . science of analytical reasoning facilitated by visual . interactive . Western Iowa Missouri River Flooding. . Geo-Infrastructure Damage Assessment, Repair and Mitigation Strategies. Iowa DOT Research Project TR-638. Research conducted by . Center for Earthworks Engineering (CEER), . Our SAS: VA Success Story. This seminar will begin at 1:00pm (EST). Audio for this meeting will be broadcasted through your PC speakers. . Please use the . Webex. Chat function to contact Rebecca Gill (HOST), if you are experiencing technical difficulties or if you have a question.. VIYA IN USD4-cores8-cores16-cores32-cores64-cores128-cores90GB RAM150GB RAM270GB RAM510 GB RAM990 GB RAM1950 GB RAM250 GB storage500 GB storage1 TBstorage2TB storage4TB storage8TB storageApplicationSA Remco. Chang, PhD . (Charlotte Visualization Center) (Tufts University). Values of Visualization. Presentation. Analysis. Values of Visualization. Presentation. Analysis. Values of Visualization. Presentation.