Data governance strategy
Top Stories
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News
26 Jan 2022
Space junk revealed by University of Texas graph database
Aerospace engineers, led by space environmentalist Moriba Jah, at The University of Texas at Austin have built a graph database, AstriaGraph, to track space junk that is a threat to life on Earth Continue Reading
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Feature
25 Jan 2022
Data access key to Regeneron's innovation efforts
After developing a COVID-19 treatment in mere months, Regeneron adopted a data catalog and is developing a data governance framework to speed up its drug development pipeline. Continue Reading
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Answer
27 Sep 2018
What is an enterprise data strategy?
Defining a data strategy can help focus an organization's data management initiatives -- but it isn't the same as data governance. Expert Anne Marie Smith explains why. Continue Reading
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Tip
27 Sep 2018
The gradual evolution of master data management software
Master data management began with a bang, then hit roadblocks due to complexity. Now, MDM is shifting toward more pragmatic projects tied to data governance. Continue Reading
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News
13 Sep 2018
New Sierra-Cedar HR Systems Survey uncovers lack of tech adoption data
At the HR Technology Conference, Sierra-Cedar's survey investigated why tracking HR software adoption is important and how HRIS professionals play a role in ensuring data privacy. Continue Reading
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Answer
12 Sep 2018
What is the best structure for data governance programs?
The optimal approach to a data governance framework includes a program team, a data governance council and stewards. Expert Anne Marie Smith explains what role each group plays. Continue Reading
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News
30 Aug 2018
Alteryx 2018.3 gives users new data visualization options
The latest version of Alteryx's data preparation and analytics software adds new visualization capabilities -- something that beta user Voxx Analytics says was needed. Continue Reading
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Answer
30 Aug 2018
5 to-dos for your GDPR compliance checklist
It's never too late to fine-tune your GDPR strategy. Expert Anne Marie Smith suggests a current state analysis of your PII protections, drafting a data privacy policy and more. Continue Reading
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News
16 Aug 2018
Chief data officer skills tested by AI tech blitz
A reporter's notebook from a recent MIT symposium provides insights on chief data officer needs, as the AI wave starts to hit CDOs and affects them more than most other tech trends. Continue Reading
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Tip
15 Aug 2018
Why data quality tools matter in today's organizations
Data is everywhere -- but is it good? Data quality tools could answer that question and help save time and money. So why don't more organizations use the technology? Continue Reading
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Tip
09 Aug 2018
GDPR checklist items data managers might have overlooked
Now that the General Data Protection Regulation has been implemented, it's a good time for organizations to make sure they haven't missed any GDPR best practices. Continue Reading
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Feature
31 Jul 2018
How to manage data and the GDPR right to be forgotten
The General Data Protection Regulation requires organizations to delete personally identifiable information if customers ask -- which can be a challenge. Experts offer four tips. Continue Reading
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News
26 Jul 2018
OpenText-Salesforce integration gaining momentum
An Australian life insurance company, given an opportunity to start anew with IT, chooses Salesforce as interface to deep OpenText content repository. Continue Reading
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News
25 Jul 2018
Qlik-Podium acquisition aims to boost BI data management
With its acquisition of Podium Data, Qlik seeks to amplify its enterprise BI data management capabilities and raise the level of competition with Tableau and Power BI. Continue Reading
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News
19 Jul 2018
Focus, scope and spotting opportunity are key to role of CDO
Chief data officers and experts see the CDO role as changing to a more strategic orientation -- especially finding key opportunities in vast troves of data. Continue Reading
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News
16 Jul 2018
Chief data officer role: Searching for consensus
The chief data officer role is about many things -- regulations, innovation, AI and more. Consultant Randy Bean discussed the matter ahead of an MIT symposium on the topic. Continue Reading
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Tip
27 Jun 2018
Three factors for protecting sensitive data in the GDPR era
Data privacy is a hot topic nowadays thanks to GDPR and the Facebook data scandal. But how do data security, access control and data protection differ? Continue Reading
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News
20 Jun 2018
Chief data officers go to summer school
Authors of the “Chief data officer’s playbook”, Caroline Carruthers and Peter Jackson, are running a summer school, supported by data governance software supplier Collibra Continue Reading
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Opinion
24 May 2018
GDPR compliance requirements drive new winds of data privacy
Hello, GDPR. May 25 is the witching hour for enforcement of the EU's much-discussed GDPR compliance requirements -- and it's a harbinger of more changes to come. Continue Reading
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Tip
24 May 2018
Six data risk management steps for GDPR compliance
By layering data risk management processes into your data governance framework, you can ensure the personally identifiable information your company stores meets GDPR compliance rules. Continue Reading
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Feature
23 May 2018
Salesforce's GDPR DPO preps partners, customers for compliance
Salesforce's data protection officer discusses GDPR compliance challenges and strategies for customers and partners, along with the company's own GDPR readiness. Continue Reading
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Feature
22 May 2018
AP uses data.world platform to spread data journalism
Data journalism reporters need tools that deliver quick context for stories on deadline. A data collaboration platform from data.world helps the Associated Press meet such needs. Continue Reading
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Feature
18 Apr 2018
What the Microsoft GDPR compliance toolkit offers for SQL Server
The set of GDPR compliance tools that Microsoft offers for SQL Server is designed to make it easier for users of the database software to adhere to the EU's new data rules. Continue Reading
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News
18 Apr 2018
DataWorks 18: Hortonworks styles itself 3.0 with a ‘DataPlane’ service
Hortonworks has used its DataWorks Summit in Berlin to announce a data governance “studio” plug in to its DataPlane service Continue Reading
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Tip
16 Apr 2018
GDPR rules can spur broader steps to protect sensitive data
Companies need to make compliance with GDPR's requirements on managing personal data a priority, but they should also work to implement wider data protection efforts in the future. Continue Reading
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- 09 Apr 2018
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E-Zine
09 Apr 2018
Security of big data fashions a whole new look with GDPR
As data managers scramble to protect their precious lakes of washed and unwashed data from the evils of hacking, malware, ransomware and botnets, there comes a privacy regulation of European Union origin that could change the way many U.S. companies protect their data from inside and outside forces. For some U.S. companies doing business in Europe and preparing for compliance, the EU's General Data Protection Regulation could be a well-intended enforcer of better data governance practices. But for businesses forced to change their old data protection habits, GDPR can be a four-letter word.
The April issue of Business Information opens with our editor's note and historical insights into the fundamental differences in attitude between the U.S. and Europe when it comes to protecting the data privacy of customers. As data breaches mount, however, the U.S. government -- willing or not -- may have to take steps beyond current regulations to ensure companies increase their security of big data.
Along those lines, our cover story examines some GDPR rules that can directly impact U.S. companies doing business overseas and, in the process, their data governance and ethics procedures. With the noted lack of maturity in data governance and security tools, we see in another feature how IT teams are addressing data security issues upfront in do-it-yourself ways when deploying big data systems.
Also in this issue, a GDPR compliance expert advises data managers on the best ways to prepare for a regulation that puts more control of information in the hands of users, the internet of things and edge computing could be compromising the security of big data and surveys show that companies place data protection among the top reasons for escalating their security spending.
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Feature
09 Apr 2018
GDPR requirements put focus on data ethics, governance
The General Data Protection Regulation makes privacy paramount and reinforces the practice of good data governance. Will a new focus on data ethics be an important side effect? Continue Reading
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Opinion
09 Apr 2018
U.S. data protection laws fall short in the age of big data
Data breaches and a history of data abuse led the EU to adopt GDPR, but it might take massive scale data security crises for the U.S. to legislate similar data protection laws. Continue Reading
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Opinion
09 Apr 2018
IoT, edge computing spawn new security issues
As real-time big data increasingly hitches up to internet of things, edge computing power and fog nodes, a whole new layer of security threats emerges. Continue Reading
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Feature
09 Apr 2018
Data managers must hustle preparing for GDPR regulations
Data privacy expert and SAP consultant Stephen Lofthouse outlines a six-step process that data managers can follow to be compliant with GDPR regulations. Continue Reading
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Feature
09 Apr 2018
IT teams take big data security issues into their own hands
Data security needs to be addressed upfront in deployments of big data systems -- and users are likely to find they have to build some security capabilities themselves. Continue Reading
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Feature
09 Apr 2018
Information architecture applied to big data streaming, AI
New technologies challenge data professionals, but taking a step back helps with hurdles. In this interview, consultant William McKnight takes a measured look at data streaming, GDPR and AI. Continue Reading
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Feature
06 Apr 2018
Cloud workloads, data lakes challenge information architecture
Data management options are expanding; cloud workloads are an example. That means changing your approach to information architecture, says data management expert William McKnight. Continue Reading
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Tip
30 Mar 2018
GDPR mandates push data quality improvement into IT spotlight
Data quality issues cost companies significant amounts of money in lost revenue and added expenses, and their impact will only get bigger when the EU starts enforcing its GDPR law. Continue Reading
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News
23 Mar 2018
Cambridge Analytica-Facebook case shows need for ethical data mining
Ethical data collection practices are becoming even more important, as cases like Cambridge Analytica's misuse of Facebook data challenge consumer trust in enterprise analytics. Continue Reading
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Podcast
21 Mar 2018
IT, others focus efforts as GDPR implementation date looms
The EU's General Data Protection Regulation is meant to bring better data privacy to bear in the age of big data. How GDPR implementation will proceed remains to be seen. Continue Reading
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Answer
14 Mar 2018
What does the GDPR definition of personal data include?
The definition of personal data in the EU's GDPR data protection rules is broad enough to include any type of data that can be used to directly or indirectly identify a person. Continue Reading
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Feature
27 Feb 2018
Data expert: GDPR deadline is an opportunity, not a burden
There is stress as the EU's General Data Protection Regulation compliance deadline nears, but the GDPR privacy movement is a good thing for data policies, advises consultant Daragh O Brien. Continue Reading
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Feature
06 Feb 2018
Data catalog software takes open data initiative to the streets
Data catalog software from Alation helped San Diego's chief data officer open up the city's data to residents, as well as city planners and other government workers. Continue Reading
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Feature
22 Jan 2018
Infographic: The evolution of the chief data officer role
The CDO role, which has never been rigidly defined, is undergoing a face-lift as emerging technologies present new opportunities to enterprises. Continue Reading
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News
13 Sep 2017
British Army enhances data-driven decision making to staunch churn
The British Army is continuing to use SAS analytics software to improve its data management, with a particular focus on reducing high-value personnel churn Continue Reading
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News
24 Jul 2017
Chief data officer jobs call for nurturing data ethos in companies
In many organizations, chief data officer jobs centered on defense against risk are giving way to ones emphasizing innovation. To do so, CDOs must nurture a data culture, MIT panelists said. Continue Reading
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Quiz
11 Jul 2017
Quiz: What's your IQ on data lake implementation and management?
A data lake can provide lots of analytics value to an organization. This quiz can tell you if you know what it takes to deploy and manage one; it also contains info to help boost your knowledge. Continue Reading
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Feature
13 Mar 2017
Silicon Valley startups aim to make big data capture and prep slicker
A group of California-based startup and early-stage data analytics and management companies are bidding to make big data, including sensor data, more tractable for analysis Continue Reading
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Buyer's Guide
24 Oct 2016
How to determine which data governance tool best meets your needs
This buyer's guide provides insights to help you determine if your organization could benefit from data governance software and how to navigate the buying process. Continue Reading
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Feature
28 Sep 2016
Examining the top data governance tools on the market
Expert John Ladley examines the leading data governance software products, comparing and contrasting their features to help you determine which tool will best meet your needs. Continue Reading
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Feature
25 Aug 2016
How to narrow down your choices for buying a data governance tool
Evaluating and selecting a data governance tool depends on not only features and functionality, but also how you will use the tool to add value to your organization. Continue Reading
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News
29 Jan 2016
Data quality metrics a governance must, managers say
Data governance managers who spoke during an online conference said that tracking business-oriented metrics on data quality improvement is a key to success in governance efforts. Continue Reading
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Feature
13 Aug 2015
How to identify master data in a multi-domain MDM program
In an excerpt from their book on managing multi-domain master data management programs, Mark Allen and Dalton Cervo explain how to identify MDM domains and your master data. Continue Reading
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Answer
29 May 2014
Seven best practices to boost big data governance efforts
Governing big data is much like governing other data, though businesses must adjust governance processes to accommodate larger, more varied data sets. Continue Reading
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News
08 May 2014
Big data charge could turn data management profession on its head
Discussed at DAMA's EDW 2014 were more flexible approaches to the data management profession. That's in response to growing mountains of diverse data. Continue Reading
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Guide
30 Oct 2013
Building an effective data governance framework
This essential guide examines data governance and data stewardship from various angles, outlining best practices and answers to common challenges. Continue Reading
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Quiz
15 Oct 2013
Quiz: Improving your data governance and data stewardship program
Do you know what it takes for an effective data governance structure to take root in an organization? Take this quiz and find out. Continue Reading
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Tip
03 Sep 2013
Data steward role needs some shepherding itself
Consultant David Loshin gives suggestions for building and managing a data stewardship program that can effectively support data governance. Continue Reading
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Feature
29 Aug 2013
Big data adds new complications for data stewards
In order to accommodate big data and the needs of data scientists, data stewards will need to adjust to a more short-term view of data stewardship. Continue Reading
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Tip
20 Aug 2013
Data governance tools: Part, but not all, of the governance puzzle
While tools designed for data governance are helpful, organizations must also implement best practices and standard processes to be effective. Continue Reading
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Feature
12 Jun 2013
Enterprise data quality efforts in good company with MDM, governance
Combining data quality initiatives with master data management and data governance programs can help ensure that data remains accurate and consistent. Continue Reading
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News
01 May 2013
British Army data quality programme tackles ‘whole army’ concept
The British Army’s data quality programme faces a challenge with moves to unify regular and territorial soldiers into one force Continue Reading
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News
08 Mar 2013
Informatica looks up, despite down year in 2012
TechTarget's Wayne Eckerson reflects on Informatica after briefings with company execs. His take: It's poised to join the ranks of elite vendors. Continue Reading
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Feature
19 Aug 2012
Make communication, purpose priorities in a data governance program
Data governance can be all bureaucracy and no benefit. To avoid that, managing the process effectively is a must, says consultant Danette McGilvray. Continue Reading
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Feature
08 Aug 2012
Mission impossible? Data governance process takes on 'big data'
Effective governance can help companies get the most out of their "big data" environments. But at this point, there's no formula for how to do that. Continue Reading
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News
28 Mar 2012
IBM users reveal five data governance best practices to remember
IBM customers Nationwide Insurance and Cardinal Health reveal five rules of thumb they learned while implementing highly ambitious data governance programs. Continue Reading
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News
08 Mar 2012
Data governance programs expose hills to climb on path to success
IT professionals from Sallie Mae and Fannie Mae offered insight on data governance challenges and tips on how to overcome them in separate sessions at two recent conferences. Continue Reading
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Photo Story
16 Feb 2012
Top six data management software stories of 2011
From the rise of "big data" to office politics hampering MDM projects to Hewlett-Packard giving Neoview the ax, and more, there were plenty of notable data management stories in 2011. Continue Reading
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News
25 Jan 2012
Customer service is from Venus, data quality is from Mars
How can the two talk to one another? Forrester has a few ideas and some advice to get customer service on board with data quality and vice versa. Continue Reading
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Feature
03 Aug 2011
A must to avoid: Worst practices in enterprise data governance
Consultant Rick Sherman details 10 common data governance mistakes that can send governance initiatives down the wrong path – the one to failure. Continue Reading
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News
29 Jul 2011
Sallie Mae exec: Meetings, metrics spur data governance best practices
In an interview, Michele Koch discusses the data governance program she leads at Sallie Mae and provides insight on key governance best practices. Continue Reading
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Answer
09 Feb 2011
How to get senior execs to buy into a data governance plan
Learn how to get senior management to buy into data governance. Get tips on selling data governance policies and processes to executives who can approve data governance programs. Continue Reading
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News
30 Dec 2010
Top seven data management stories of 2010
The top data management stories of 2010 include SaaS-based data integration, data warehouse appliances, the SAP-Sybase acquisition and more. Continue Reading
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News
05 Nov 2010
Data governance roles and responsibilities call for diverse skill sets
Learn about data governance roles and responsibilities, and get advice on the management and technical skills that a successful data governance strategy and program requires. Continue Reading
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News
27 Aug 2010
Increase the success of data governance programs from the bottom up
Data governance programs are often overlooked, pushed aside and just plain ignored through a lack of executive interest and funding. But some technology professionals are making the most of the situation. Continue Reading
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News
27 Jul 2009
Voices of CRM: Jill Dyché on managing customer data, social networks
Jill Dyché, an expert on both data management and CRM, shares her advice on managing customer data, social networks and MDM/CDI in this podcast. Continue Reading
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Quiz
12 Oct 2007
Data quality and governance management quiz
Test your knowledge of data quality and data governance management concepts, trends and vendor news in this short quiz. When you are done, check your answers and read detailed explanations for each response. Continue Reading
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Feature
20 Apr 2007
Data governance: Information ownership policies and roles explained
Who owns the data? This chapter defines information ownership boundaries and best practices, and outlines the specific roles and responsibilities of all involved in the battle for data governance. Continue Reading