Monday, December 23, 2013

Koby's 2013 #IBM #BigData Thought Leadership LinkedIn Quick-Hits






































February 27:Unstructured big data?  Collaboration may be improvised among unfamiliar data-science disciplines:http://www.linkedin.com/groups/Unstructured-big-data-Collaboration-may-3981538.S.218049062?view=&gid=3981538&type=member&item=218049062










March 13:Big-data hardcore use cases? Microsegmentation analytics:http://www.linkedin.com/groups/Bigdata-hardcore-use-cases-Microsegmentation-35222.S.221962265

March 14:Big-data hardcore use cases? Behavioral analytics:http://www.linkedin.com/groups/Bigdata-hardcore-use-cases-Behavioral-3981538.S.222772278

March 15:Big-data hardcore use cases? Unstructured analytics:http://www.linkedin.com/groups/Bigdata-hardcore-use-cases-Unstructured-35222.S.222773539











April 1:Engaging customer as individual? Some customers habituated to the old ways of interacting with you:http://www.linkedin.com/groups/Engaging-customer-as-individual-Some-3981538.S.228000738?qid=83b1a664-de45-42ae-901b-7b26ac63aadd&goback=.gmp_3981538

April 2:Marketing attribution? Brandname recognition often silently decisive:http://www.linkedin.com/groups/Marketing-attribution-Brandname-recognition-often-3981538.S.228364482

















April 25:Big Media? Archiving everything on the Internet a hopeless cause:http://www.linkedin.com/groups/Big-Media-Archiving-everything-on-3981538.S.235557215

April 26:Sexy statistics? Algorithmic virtual-currency mining thrives on big data MPP infrastructure:http://www.linkedin.com/groups/Sexy-statistics-Algorithmic-virtualcurrency-mining-35222.S.235909060

April 29:Ambient analytics? Finding insights in data debris & digital breadcrumbs:http://www.linkedin.com/groups/Ambient-analytics-Finding-insights-in-3981538.S.236581516

April 30:Healthcare analytics? Public cloud data security often tighter than private:http://www.linkedin.com/groups/Healthcare-analytics-Public-cloud-data-3981538.S.236887050

May 1:Context accumulation? Data-driven insights demand context of valid statistical model:http://www.linkedin.com/groups/Context-accumulation-Datadriven-insights-demand-35222.S.237175665

May 2:Social sentiment as valuable market intelligence? Traditional market researchers harnessing big data to stay relevant in the new economy:http://www.linkedin.com/groups/Social-sentiment-as-valuable-market-3981538.S.237386757?qid=25a8a338-326d-461a-af8e-4d08fd5690e6&trk=group_most_recent_rich-0-b-ttl&goback=.gmr_3981538

May 3:Experience optimization? Shopping happiness is bursts of spontaneity within the routine:http://www.linkedin.com/groups/Experience-optimization-Shopping-happiness-is-35222.S.237791899?view=&gid=35222&type=member&item=237791899


















May 30:Big data vision? Philosophy of data is science, epistemology, aesthetics, etc.:http://www.linkedin.com/groups/Big-data-vision-Philosophy-data-3981538.S.245368871?view=&gid=3981538&type=member&item=245368871

May 31:Complex event processing? Internet of Things will introduce never-ending stream of prediction-disrupting wildcards:http://www.linkedin.com/groups/Complex-event-processing-Internet-Things-35222.S.245708975?qid=ad4a4997-120d-4962-8161-cddb91f30cee&trk=group_most_recent_rich-0-b-ttl&goback=.gmr_35222







June 11:Big-data single version of the truth? Business strategies founded on skewed data can backfire badly:http://www.linkedin.com/groups/Bigdata-single-version-truth-Business-3981538.S.248737310?view=&gid=3981538&type=member&item=248737310&trk=NUS_DISC_Q-ttle



June 14:Advanced visualization?  Tuned through machine learning shaped by real-time behavior of subject-matter experts:http://www.linkedin.com/groups/Advanced-visualization-Tuned-through-machine-35222.S.249873026?view=&gid=35222&type=member&item=249873026&trk=NUS_DISC_Q-ttle




June 20:Healthcare analytics? Big data can dilute or deepen caregiver-patient engagement:http://www.linkedin.com/groups/Healthcare-analytics-Big-data-can-3981538.S.251586825?view=&gid=3981538&type=member&item=251586825


June 24:Smarter planet? Internet of Things should selectively distribute data analytic intelligence to cloud edges:http://www.linkedin.com/groups/Smarter-planet-Internet-Things-should-3981538.S.252463251?view=&gid=3981538&type=member&item=252463251&trk=NUS_DISC_Q-ttle




June 28:Customer segmentation? Generational segmentation has become a never-ending marketing industry joke:http://www.linkedin.com/groups/Customer-segmentation-Generational-segmentation-has-35222.S.253897968?view=&gid=35222&type=member&item=253897968











July 16:Social sentiment as valuable market intelligence? It's easy to squander it through naive interpretations:http://www.linkedin.com/groups/Social-sentiment-as-valuable-market-3981538.S.258408961?view=&gid=3981538&type=member&item=258408961






July 24:Big Data's optimal deployment model? Multi-cloud business environments will ramp all challenges to new difficulty level:http://www.linkedin.com/groups/Big-Datas-optimal-deployment-model-35222.S.260448291?qid=afc2aea0-2993-4492-a5e5-6aaea50078bc&trk=group_most_recent_rich-0-b-ttl&goback=.gmr_35222




July 30:Big-data-driven TV experience? Driving what actually gets a chance to show up on the screen:http://www.linkedin.com/groups/Bigdatadriven-TV-experience-Driving-what-3981538.S.261853408?view=&gid=3981538&type=member&item=261853408

July 31:Big data in production? The challenge of integrated lifecycle management at extreme scales:http://www.linkedin.com/groups/Big-data-in-production-challenge-35222.S.262182757?view=&gid=35222&type=member&item=262182757&trk=NUS_DISC_Q-ttle

August 1:Social sentiment as valuable market intelligence? Tweets are the fruit flies of consumer-facing data science:http://www.linkedin.com/groups/Social-sentiment-as-valuable-market-3981538.S.262532762?view=&gid=3981538&type=member&item=262532762&trk=NUS_DISC_Q-ttle




August 7:Smartphones as Big Data analytics platforms? Gadgets transform humans into IoT "sensors":http://www.linkedin.com/groups/Smartphones-as-Big-Data-analytics-35222.S.263667165?view=&gid=35222&type=member&item=263667165&trk=NUS_DISC_Q-ttle







August 16:Engaging customer as individual? Funnel analytics are the firehose that powers engagement:http://www.linkedin.com/groups/Engaging-customer-as-individual-Funnel-35222.S.266340473?view=&gid=35222&type=member&item=266340473&trk=NUS_DISC_Q-ttle





August 23:Big-data discovery? Using machine learning to distill knowledge from data without preconceived models:http://www.linkedin.com/groups/Bigdata-discovery-Using-machine-learning-35222.S.268112482?view=&gid=35222&type=member&item=268112482&trk=NUS_DISC_Q-ttle








September 5:Social sentiment as valuable market intelligence? Without human vetting, you can totally misconstrue it:http://www.linkedin.com/groups/Social-sentiment-as-valuable-market-3981538.S.271236234?trk=groups%2Finclude%2Fitem_snippet-0-b-ttl




September 11:Privacy and big data? No protocol can pre-empt smart inferences from limited data:http://www.linkedin.com/groups/Privacy-big-data-No-protocol-35222.S.272834710?view=&gid=35222&type=member&item=272834710&trk=NUS_DISC_Q-ttle



September 18:Meaty metadata? Big data, semantic search, and the decline of closed-ended intentionality:http://www.linkedin.com/groups/Meaty-metadata-Big-data-semantic-35222.S.274699218?view=&gid=35222&type=member&item=274699218&trk=NUS_DISC_Q-ttle







September 26:Healthcare analytics? Quantified self and the emergence of patient-generated data:http://www.linkedin.com/groups/Healthcare-analytics-Quantified-self-emergence-3981538.S.276706663?trk=groups%2Finclude%2Fitem_snippet-0-b-ttl

September 27:Big Data's optimal deployment model?  Balancing trade-offs among distributed database availability, scalability, consistency, and transactionality:http://www.linkedin.com/groups/Big-Datas-optimal-deployment-model-35222.S.276958999?view=&gid=35222&type=member&item=276958999&trk=NUS_DISC_Q-ttle

September 30:Big identity? Authenticating, correcting, and opting out of the aggregated you:






October 3:Social sentiment as valuable market intelligence? Emotions may reveal what words belie:http://www.linkedin.com/groups/Social-sentiment-as-valuable-market-3981538.S.278395271?trk=groups%2Finclude%2Fitem_snippet-0-b-ttl

October 4:Marketing campaign optimization?:https://twitter.com/jameskobielus/status/386093187787669504



October 7:Crowdsourcing Big Data creativity? Smarts trump Big Data, sophisticated algorithms, and domain expertise:https://twitter.com/jameskobielus/status/387207275519438848








October 14:Geospatial analytics? Mindblowing big-data challenge of mapping the cosmos & the subatomic:https://twitter.com/jameskobielus/status/389544048199237632



October 15:Open data? The challenges of algorithmic accountability in big data:https://twitter.com/jameskobielus/status/389971833984151553



October 16:Big-data development? The positives and "howevers" of R maturity:https://twitter.com/jameskobielus/status/390331096715771904







October 21:Big Science?:http://bit.ly/19WtKPA



October 22:Privacy and big data? Push back against ideological smears to data mining:http://bit.ly/1azxSpt





October 25:Graph analysis? Using advanced math to infer the larger picture from missing, disjoint, and multimodal data:https://twitter.com/jameskobielus/status/393359634700197888




October 29:Recommendation engines? Analytics to illuminate the way out of a stab in the dark:https://twitter.com/jameskobielus/status/395131508530634752



October 30:Small data? Even no, null, and/or "naughty" data can yield valuable insights:https://twitter.com/jameskobielus/status/395532960616972288



October 31:Healthcare analytics? Computational omics accelerate the life-sciences exploration metabolism:http://www.linkedin.com/groups/Healthcare-analytics-Computational-omics-accelerate-3981538.S.5801654039569518595?trk=groups%2Finclude%2Fitem_snippet-0-b-ttl


November 4:Workload-optimized systems? Tuning applications across distributed hybrid big-data environments:http://bit.ly/1fetvEW




November 6:Data-scientist skillsets? Challenge of managing stubbornly autonomous experts:https://twitter.com/jameskobielus/status/398085243582046208




November 8:Gamified analytics? Tipping the disruption equation in your competitive favor:https://twitter.com/jameskobielus/status/398816652365926400



November 11:Experience optimization? Idiosyncrasies, novelties, degrees of customer intimacy:https://twitter.com/jameskobielus/status/399900997197529089



November 12:Experience optimization? Marketing, analytics, and the customer experience:https://twitter.com/jameskobielus/status/399901595691147264




November 13:Experience optimization? Watson as a customer experience game changer:https://twitter.com/jameskobielus/status/399902126157348864



November 14:Experience optimization? Optimizing offers and cross sell to retain customers:https://twitter.com/jameskobielus/status/399902791730487296



November 15:Experience optimization? Creating an intelligent customer experience:https://twitter.com/jameskobielus/status/399903564262567936



November 18:Big-data discovery? Rule discovery is the bridge between predictive & prescriptive analytics:https://twitter.com/jameskobielus/status/402414808630579200



November 19:NoSQL? Lagged veracity, and the practical dilemma of eventual consistency:https://twitter.com/jameskobielus/status/402417303197061120
p1: http://linkd.in/18ID1eJ
p2: http://linkd.in/1831L72







November 26:Big Data's optimal deployment model? Go hybrid but avoid misleading cross-platform dichotomies:https://twitter.com/jameskobielus/status/405320518234304512




December 2:Internet of Things? Securing endpoints, engagements, and ecosystems:





December 5:Real-world experiments? The coming era of dirt-cheap continuous experimentation:https://twitter.com/jameskobielus/status/408586578089762816