(精品)BigData,SeriousGames,andtheFutureofWorkPresentation.ppt

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1、Big Data,Serious Games and the Future of WorkMichael HugosCIO at LargeCenter for Systems Innovation c4si 2012 Michael Hugos c4si2Snapshots from FlatlandSimple abstractions served well when data was scarce,collection was intermittent,and we had lots of time to analyze itThese abstractions live in two

2、 dimensions X and Y they live in Flatland 2012 Michael Hugos c4si3World of Flatland“You call me a Circle;but in reality I am not a Circle,but an infinite number of Circles You cannot indeed see more than one of my sections,or Circles,at a time;for you have no power to raise your eye out of the plane

3、 of Flatland.”Edwin Abbott Abbott,Flatland:A Romance of Many Dimensions,1884“You must go with me whither you know not into the Land of Three Dimensions!Sphere as seen in Flatland drawing by A.Square 2012 Michael Hugos c4si4Escape from Flatland“Cyberspace.A consensual hallucination experienced daily

4、by billions a graphic representation of data abstracted from the banks of every computer in the human system Unthinkable complexity.Lines of light ranged in the nonspace of the mind,clusters and constellations of data.Like city lights,receding William Gibson,Neuromancer,1984 2012 Michael Hugos c4si5

5、Big Data Spaces“It is always nighttime in the Metaverse,and the Street is always garish and brilliant like Las Vegas freed from constraints of physics and finance The people are pieces of software called avatars.”Neal Stephenson,Snow Crash,1992 2012 Michael Hugos c4si6Music in those SpacesSee the pa

6、tterns in the data and hear the signals in the noise A new approach to capture the richness of streaming data enables you to process and respond in real-time 2012 Michael Hugos c4si7Navigating CyberspaceFlying through cyberspace,you turn left or right,east or west,seeking insight,looking for the nex

7、t place to explore 2012 Michael Hugos c4si8Data Streams Forth Patterns and ColorsSomething catches your eye size of the circle is size of demand for your new product see it expand,driven by usage vectors emanating from customers in this very space in real-time 2012 Michael Hugos c4si9Meanwhile Back

8、in FlatlandVARIABLEONEYHow do we get from Flatland to Cyberspace?First the plan and then the execution X V A R IA B L E T W O 2012 Michael Hugos c4si10From Flatland to Cyberspace 1 VARIABLE THREE ZStart by moving from 2D to 3DThree dimensions define a data space composed of selected variablesCan we

9、represent more than three variables in this space?VARIABLEONEYX V A R IA B L E T W O 2012 Michael Hugos c4si11From Flatland to Cyberspace 2OBJECT A3D objects in 3D space represent six variables We understand this immediatelyCan we visualize streaming data from multiple sources?yz x YX V A R IA B L E

10、 T W OVARIABLE THREE ZVARIABLEONE 2012 Michael Hugos c4si12From Flatland to Cyberspace 3Company ACompany BCompany C(z)Market Cap(x)PE Ratio(y)Change in Average%ChangeCENTER POINTCompany DAdd objects for sources you want to trackObjects move in space and change shape reflecting changes in streaming d

11、ataComplexity in 2D is understandable in 3D%CHANGE FROM PREV CLOSE ZYX G R O S S P R O F I TSTOCKPRICE 2012 Michael Hugos c4si13From Flatland to Cyberspace 4Company ACompany BCompany C(z)Market Cap(x)PE Ratio(y)Change in Average%ChangeCENTER POINTVisualize real-time data from sources such as stock m

12、arkets,point of sales systems,click streams from a million websites,etc.Add categories and alertsCan we show even more data in this space?Company D%CHANGE FROM PREV CLOSE ZYX G R O S S P R O F I TPredefined behaviors trigger alertsSTOCKPRICE 2012 Michael Hugos c4si14Colors and Textures Show You Even

13、 MoreSysco is wide and flat.WW Grainger is tall and narrower name those shapesGrainger has much higher ratio of net tangible assets to total assetsSysco has total liabilities four times as large as Grainger and net tangible assets slightly smaller than those of GraingerLawson has asset structure lik

14、e Grainger similar but much smallerNow lets Increase our engagement and concentration 2012 Michael Hugos c4si15A Gameful Encounter with Big DataEngage our senses with sight,sound,touchIs big data analytics fun and games or serious work or both?2012 Michael Hugos c4si16Learn MoreSerious Games:The Future of Work,OReilly Media,2012(available summer 2012)Presentation excerpted from my newest book:Join the conversation on my CIO magazine blog“Doing Business in Real Time”http:/ Center for Systems Innovationc4si Reach me at:http:/ GamesThe Future of Work