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<br /> THIS ISSUE OF ANALYTICS IS SPONSORED BY<br /> HTTP://WWW.ANALYTICS-MAGAZINE.ORG<br /> DRIVING BETTER BUSINESS DECISIONS JULY/AUGUST 2015<br /> BROUGHT TO YOU BY:<br /> ARTIFICIAL<br /> INTELLIGENCE<br /> MEETS HUMAN<br /> CURIOSITY<br /> Neuro-dynamic programming<br /> enables smart machines to<br /> think ahead<br /> ALSO INSIDE:<br /> Healthcare analytics<br /> · Interaction analytics transforming health insurance<br /> · Predicting patient experience: narrative data is key<br /> · The state of healthcare analytics: mid-year review<br /> Executive Edge<br /> Network analytics Damo Consulting CEO<br /> Paddy Padmanabhan<br /> · Network analytics and the `consumerization' wave on creating value in<br /> · Connecting the dots: thwartin<a title="Analytics, July/August 2015 page 1" href="http://viewer.zmags.com/publication/24155826?page=1"> THIS ISSUE OF ANALYTICS IS SPONSORED BY</a> <a title="Analytics, July/August 2015 page 2" href="http://viewer.zmags.com/publication/24155826?page=2"> HTTP://WWW.ANALYTICS-MAGAZINE.ORG DRIVING </a> <a title="Analytics, July/August 2015 page 3" href="http://viewer.zmags.com/publication/24155826?page=3"> INSIDE STORY Analytics ready for challenge </a> <a title="Analytics, July/August 2015 page 4" href="http://viewer.zmags.com/publication/24155826?page=4"> </a> <a title="Analytics, July/August 2015 page 5" href="http://viewer.zmags.com/publication/24155826?page=5"> CONTENTS DRIVING BETTER BUSINESS DECISIONS </a> <a title="Analytics, July/August 2015 page 6" href="http://viewer.zmags.com/publication/24155826?page=6"> ANALYTIC SOLVER® PLATFORM Easy to Use, Industria</a> <a title="Analytics, July/August 2015 page 7" href="http://viewer.zmags.com/publication/24155826?page=7"> 70 74 DEPARTMENTS 2 Inside Story 8 </a> <a title="Analytics, July/August 2015 page 8" href="http://viewer.zmags.com/publication/24155826?page=8"> ANALYTIC SOLVER® PLATFORM From Solver to Full-Po</a> <a title="Analytics, July/August 2015 page 9" href="http://viewer.zmags.com/publication/24155826?page=9"> EXECUTIVE EDGE Democratization and crowdsour</a> <a title="Analytics, July/August 2015 page 10" href="http://viewer.zmags.com/publication/24155826?page=10"> ANALYTICS IN YOUR BROWSER Optimization, Simulatio</a> <a title="Analytics, July/August 2015 page 11" href="http://viewer.zmags.com/publication/24155826?page=11"> EXECUTIVE EDGE in recent years in line with Moo</a> <a title="Analytics, July/August 2015 page 12" href="http://viewer.zmags.com/publication/24155826?page=12"> shortage of talent on the other. The good news is</a> <a title="Analytics, July/August 2015 page 13" href="http://viewer.zmags.com/publication/24155826?page=13"> A N A LY Z E T H I S ‘Déjà new’ all over again T</a> <a title="Analytics, July/August 2015 page 14" href="http://viewer.zmags.com/publication/24155826?page=14"> tackle business problems [2]. Like me, he was the</a> <a title="Analytics, July/August 2015 page 15" href="http://viewer.zmags.com/publication/24155826?page=15"> A N A LY Z E T H I S The global buzz arou</a> <a title="Analytics, July/August 2015 page 16" href="http://viewer.zmags.com/publication/24155826?page=16"> meetings and the CIO’s office. Two de- cades of e</a> <a title="Analytics, July/August 2015 page 17" href="http://viewer.zmags.com/publication/24155826?page=17"> HEALTHCARE ANALYTICS State of healthcare anal</a> <a title="Analytics, July/August 2015 page 18" href="http://viewer.zmags.com/publication/24155826?page=18"> decision-making process about their con- dition, </a> <a title="Analytics, July/August 2015 page 19" href="http://viewer.zmags.com/publication/24155826?page=19"> HEALTHCARE ANALYTICS and screening. For example</a> <a title="Analytics, July/August 2015 page 20" href="http://viewer.zmags.com/publication/24155826?page=20"> I expect to see creative solutions spring- ing up</a> <a title="Analytics, July/August 2015 page 21" href="http://viewer.zmags.com/publication/24155826?page=21"> VIEWPOINT How can KM and analytics help each oth</a> <a title="Analytics, July/August 2015 page 22" href="http://viewer.zmags.com/publication/24155826?page=22"> e-learning state-of-the-art in this area. In fact</a> <a title="Analytics, July/August 2015 page 23" href="http://viewer.zmags.com/publication/24155826?page=23"> Global Reach. Innovative Programs. Diverse Perspe</a> <a title="Analytics, July/August 2015 page 24" href="http://viewer.zmags.com/publication/24155826?page=24"> BIG DATA. BIG OPPORTUNITY! Schulich Master of Bus</a> <a title="Analytics, July/August 2015 page 25" href="http://viewer.zmags.com/publication/24155826?page=25"> FORUM Let’s be reasonable about data privacy </a> <a title="Analytics, July/August 2015 page 26" href="http://viewer.zmags.com/publication/24155826?page=26"> purchase. Four times. And we need to know where a</a> <a title="Analytics, July/August 2015 page 27" href="http://viewer.zmags.com/publication/24155826?page=27"> FORUM The authors are absolutely correct whe</a> <a title="Analytics, July/August 2015 page 28" href="http://viewer.zmags.com/publication/24155826?page=28"> WE'VE GOT YOUR NUMBERS 3 GRAD-LE</a> <a title="Analytics, July/August 2015 page 29" href="http://viewer.zmags.com/publication/24155826?page=29"> NEWS & NOTES Routing engine, award winner,</a> <a title="Analytics, July/August 2015 page 30" href="http://viewer.zmags.com/publication/24155826?page=30"> V. Goldberg, Thomas Pajor and Renato F. Werneck, </a> <a title="Analytics, July/August 2015 page 31" href="http://viewer.zmags.com/publication/24155826?page=31"> NEWS & NOTES for example, should be handled eve</a> <a title="Analytics, July/August 2015 page 32" href="http://viewer.zmags.com/publication/24155826?page=32"> and data mining, is past president of the Rhode I</a> <a title="Analytics, July/August 2015 page 33" href="http://viewer.zmags.com/publication/24155826?page=33"> INFORMS INITIATIVES CAP update, pro bono analyti</a> <a title="Analytics, July/August 2015 page 34" href="http://viewer.zmags.com/publication/24155826?page=34"> also available at select locations, in- cluding o</a> <a title="Analytics, July/August 2015 page 35" href="http://viewer.zmags.com/publication/24155826?page=35"> INFORMS INITIATIVES The sessions/presentation</a> <a title="Analytics, July/August 2015 page 36" href="http://viewer.zmags.com/publication/24155826?page=36"> Become More. Earn an aaCSB-aCCrEditEd </a> <a title="Analytics, July/August 2015 page 37" href="http://viewer.zmags.com/publication/24155826?page=37"> NEURO-DYNAMIC PROGRAMMING Building human cur</a> <a title="Analytics, July/August 2015 page 38" href="http://viewer.zmags.com/publication/24155826?page=38"> pleasurable or painful feedback signals that may </a> <a title="Analytics, July/August 2015 page 39" href="http://viewer.zmags.com/publication/24155826?page=39"> NEURO-DYNAMIC PROGRAMMING Figure</a> <a title="Analytics, July/August 2015 page 40" href="http://viewer.zmags.com/publication/24155826?page=40"> Figure 2 and penalties for unsuccessful ones. Al</a> <a title="Analytics, July/August 2015 page 41" href="http://viewer.zmags.com/publication/24155826?page=41"> NEURO-DYNAMIC PROGRAMMING One way to think </a> <a title="Analytics, July/August 2015 page 42" href="http://viewer.zmags.com/publication/24155826?page=42"> reactions leading to long-term results. For examp</a> <a title="Analytics, July/August 2015 page 43" href="http://viewer.zmags.com/publication/24155826?page=43"> HEALTHCARE ANALYTICS Predicting patient expe</a> <a title="Analytics, July/August 2015 page 44" href="http://viewer.zmags.com/publication/24155826?page=44"> PATIENT EXPERIENCE: AN OVERVIEW Patients tod</a> <a title="Analytics, July/August 2015 page 45" href="http://viewer.zmags.com/publication/24155826?page=45"> PAT I E N T E X P E R I E N C E Fi</a> <a title="Analytics, July/August 2015 page 46" href="http://viewer.zmags.com/publication/24155826?page=46"> Figure 2: A set of patient experience indicators </a> <a title="Analytics, July/August 2015 page 47" href="http://viewer.zmags.com/publication/24155826?page=47"> PAT I E N T E X P E R I E N C E thinking about </a> <a title="Analytics, July/August 2015 page 48" href="http://viewer.zmags.com/publication/24155826?page=48"> The real value of the insights from these narr</a> <a title="Analytics, July/August 2015 page 49" href="http://viewer.zmags.com/publication/24155826?page=49"> HEALTHCARE ANALYTICS Curing what ails How inte</a> <a title="Analytics, July/August 2015 page 50" href="http://viewer.zmags.com/publication/24155826?page=50"> Interaction analytics is pushing positive and pro</a> <a title="Analytics, July/August 2015 page 51" href="http://viewer.zmags.com/publication/24155826?page=51"> ANALYTICS & INSURANCE Interaction analytic</a> <a title="Analytics, July/August 2015 page 52" href="http://viewer.zmags.com/publication/24155826?page=52"> service to their members or face the po- tentiall</a> <a title="Analytics, July/August 2015 page 53" href="http://viewer.zmags.com/publication/24155826?page=53"> NETWORK SCIENCE Network analytics for everyone </a> <a title="Analytics, July/August 2015 page 54" href="http://viewer.zmags.com/publication/24155826?page=54"> power and now balances the United States and Germ</a> <a title="Analytics, July/August 2015 page 55" href="http://viewer.zmags.com/publication/24155826?page=55"> NETWORK ANALYTICS Japanese exports dropped to 2</a> <a title="Analytics, July/August 2015 page 56" href="http://viewer.zmags.com/publication/24155826?page=56"> Figure 2. Figure 3a. </a> <a title="Analytics, July/August 2015 page 57" href="http://viewer.zmags.com/publication/24155826?page=57"> NETWORK ANALYTICS Figure 4. (“</a> <a title="Analytics, July/August 2015 page 58" href="http://viewer.zmags.com/publication/24155826?page=58"> ANALYTICS SECTION CONGRATULATIONS! We would lik</a> <a title="Analytics, July/August 2015 page 59" href="http://viewer.zmags.com/publication/24155826?page=59"> FRAUD DETECTION Networks vs. fraud: Connecti</a> <a title="Analytics, July/August 2015 page 60" href="http://viewer.zmags.com/publication/24155826?page=60"> to deploy analytics and uncover what mechanisms f</a> <a title="Analytics, July/August 2015 page 61" href="http://viewer.zmags.com/publication/24155826?page=61"> FRAUD DETECTION Many analytical models </a> <a title="Analytics, July/August 2015 page 62" href="http://viewer.zmags.com/publication/24155826?page=62"> detection setting, where two types of nodes can b</a> <a title="Analytics, July/August 2015 page 63" href="http://viewer.zmags.com/publication/24155826?page=63"> FRAUD DETECTION If homophily is detected,</a> <a title="Analytics, July/August 2015 page 64" href="http://viewer.zmags.com/publication/24155826?page=64"> Submit a Poster for the 2015 Annual Meeting http:</a> <a title="Analytics, July/August 2015 page 65" href="http://viewer.zmags.com/publication/24155826?page=65"> CONFERENCE NEWS Philadelphia to host 2015 IN</a> <a title="Analytics, July/August 2015 page 66" href="http://viewer.zmags.com/publication/24155826?page=66"> INFORMS Healthcare 2015 ready for Nashville Th</a> <a title="Analytics, July/August 2015 page 67" href="http://viewer.zmags.com/publication/24155826?page=67"> CONFERENCE NEWS The theme of CIST 2015: “T</a> <a title="Analytics, July/August 2015 page 68" href="http://viewer.zmags.com/publication/24155826?page=68"> Register Now! http://meetings.informs.org/healthc</a> <a title="Analytics, July/August 2015 page 69" href="http://viewer.zmags.com/publication/24155826?page=69"> PREDICTIVE ANALYTICS Reinventing industries: </a> <a title="Analytics, July/August 2015 page 70" href="http://viewer.zmags.com/publication/24155826?page=70"> with prediction by way of predicting the behavior</a> <a title="Analytics, July/August 2015 page 71" href="http://viewer.zmags.com/publication/24155826?page=71"> FIVE-MINUTE ANALYST Markov’s Abbey Mr. Ba</a> <a title="Analytics, July/August 2015 page 72" href="http://viewer.zmags.com/publication/24155826?page=72"> Figure 1: Occurrence of various plot elements in </a> <a title="Analytics, July/August 2015 page 73" href="http://viewer.zmags.com/publication/24155826?page=73"> FIVE-MINUTE ANALYST Figure 3: Correlat</a> <a title="Analytics, July/August 2015 page 74" href="http://viewer.zmags.com/publication/24155826?page=74"> Figure 4: Distribution of “first passage time” un</a> <a title="Analytics, July/August 2015 page 75" href="http://viewer.zmags.com/publication/24155826?page=75"> THINKING ANALYTICALLY </a> <a title="Analytics, July/August 2015 page 76" href="http://viewer.zmags.com/publication/24155826?page=76"> OPTIM ZAT ON I I </a>