Svetlana Sicular

A member of the Gartner Blog Network

Entries Categorized as 'data governance'


Big Data Quantity vs. Quality

by Svetlana Sicular  |  May 22, 2014  |  Comments Off

Increasing adoption of big data technologies brings about the big data dilemmas: Quality vs. quantity Truth vs. trust Correction vs. curation Ontology vs. anthology Data profiling, cleansing or matching in Hadoop or elsewhere are all good but they don’t resolve these dilemmas.  My favorite semantic site Twinword pictures what a dilemma is. You get the picture. New technologies promote sloppiness. […]

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BYO Big Data Quality

by Svetlana Sicular  |  May 16, 2014  |  2 Comments

In the absence of best practices for big data quality, individual companies are coming up with their own solutions. Of course, these organizations first have problems.  Let’s look at the example from Paytronix, a cool company providing loyalty management for restaurant chains including my favorite Panera Bread. Paytronix is converging social, mobile, cloud and big data […]

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Big Data Analytics is a Rocket Ship Fueled by Social, Mobile and Cloud

by Svetlana Sicular  |  March 7, 2014  |  3 Comments

The rocket ship of big data analytics is launched and on its way to orbit.  Data and analytics are gaining importance with a cosmic speed.  The rocket ship is fueled by cloud, mobile and social forces. Information is a single force that gets to the foreground over time while cloud and mobility, once implemented, become less […]

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Data Revolution, Part 2: Is it Industrial or Proletarian?

by Svetlana Sicular  |  March 1, 2013  |  Comments Off

I have a multiple choice question: What kind of data revolution are we in? Industrial Proletarian Social All of the above The industrial revolution of 18-19th century transitioned the world from hand production methods to machines.  The ability to affordably analyze data is similar: first-generation Internet companies, Amazons and Googles, publically performed data alchemy – […]

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My Top Five Gartner Favorites

by Svetlana Sicular  |  January 15, 2013  |  Comments Off

A list of my top five Gartner favorites could be top 25 but I decided to make it short (Gartner’s New Year resolution is to write shorter documents and fewer too). In the past year, prefix “un-“ was quite popular:  un-learn, un-conference, un-remarkable.  My un-analysis compares apples to oranges, and I love all five of […]

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Think Graph

by Svetlana Sicular  |  November 8, 2012  |  Comments Off

A graph states that something is related to something else: people to people, molecules to molecules, habits to habits. Graph traversals are about paths: of ideas, time or viruses. Russian for “graph” is “граф,” which also means “earl.” In my adolescence, I thought that graph theory is about nobility, and despite my math education, a […]

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Data Governance Is the New Black

by Svetlana Sicular  |  September 7, 2012  |  Comments Off

I cover big data and data governance.  Both are equally challenging and both promise to save the world.  Until recently, I had a false idea, that one of these topics is mainstream and another one is on sidelines for everyone other than me and a dozen people like Andrew White or Joe Bugajski. The latter is […]

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