By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData Collective
  • Analytics
    AnalyticsShow More
    construction analytics
    5 Benefits of Analytics to Manage Commercial Construction
    5 Min Read
    benefits of data analytics for financial industry
    Fascinating Changes Data Analytics Brings to Finance
    7 Min Read
    analyzing big data for its quality and value
    Use this Strategic Approach to Maximize Your Data’s Value
    6 Min Read
    data-driven seo for product pages
    6 Tips for Using Data Analytics for Product Page SEO
    11 Min Read
    big data analytics in business
    5 Ways to Utilize Data Analytics to Grow Your Business
    6 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-23 SmartData Collective. All Rights Reserved.
Reading: Worthy Data Quality Whitepapers (Part 3)
Share
Notification Show More
Latest News
cloud-centric companies using network relocation
Cloud-Centric Companies Discover Benefits & Pitfalls of Network Relocation
Cloud Computing
construction analytics
5 Benefits of Analytics to Manage Commercial Construction
Analytics
database compliance guide
Four Strategies For Effective Database Compliance
Data Management
Digital Security From Weaponized AI
Fortifying Enterprise Digital Security Against Hackers Weaponizing AI
Security
DevOps on cloud
Optimizing Cost with DevOps on the Cloud
Development
Aa
SmartData Collective
Aa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Quality > Worthy Data Quality Whitepapers (Part 3)
Data Quality

Worthy Data Quality Whitepapers (Part 3)

JimHarris
Last updated: 2010/08/12 at 8:00 AM
JimHarris
3 Min Read
SHARE
- Advertisement -

In my April 2009 blog post Data Quality Whitepapers are Worthless, I called for data quality whitepapers worth reading.

Contents
Matching Technology Improves Data QualityWhitepaper ExcerptsSubmit Worthy Data Quality Whitepapers

This post is now the third entry in an ongoing series about data quality whitepapers that I have read and can endorse as worthy.

- Advertisement -

 

More Read

Worthy Data Quality Whitepapers (Part 2)

Worthy Data Quality Whitepapers (Part 1)
Data Quality Whitepapers are Worthless

In my April 2009 blog post Data Quality Whitepapers are Worthless, I called for data quality whitepapers worth reading.

This post is now the third entry in an ongoing series about data quality whitepapers that I have read and can endorse as worthy.

 

- Advertisement -

Matching Technology Improves Data Quality

Steve Sarsfield recently published Matching Technology Improves Data Quality, a worthy data quality whitepaper, which is a primer on the elementary principles, basic theories, and strategies of record matching.

This free whitepaper is available for download from Talend (requires registration by providing your full contact information).

The whitepaper describes the nuances of deterministic and probabilistic matching and the algorithms used to identify the relationships among records.  It covers the processes to employ in conjunction with matching technology to transform raw data into powerful information that drives success in enterprise applications, including customer relationship management (CRM), data warehousing, and master data management (MDM).

Steve Sarsfield is the Talend Data Quality Product Marketing Manager, and author of the book The Data Governance Imperative and the popular blog Data Governance and Data Quality Insider.

 

- Advertisement -

Whitepaper Excerpts

Excerpts from Matching Technology Improves Data Quality:

  • “Matching plays an important role in achieving a single view of customers, parts, transactions and almost any type of data.”
  • “Since data doesn’t always tell us the relationship between two data elements, matching technology lets us define rules for items that might be related.”
  • “Nearly all experts agree that standardization is absolutely necessary before matching.  The standardization process improves matching results, even when implemented along with very simple matching algorithms.  However, in combination with advanced matching techniques, standardization can improve information quality even more.”
  • “There are two common types of matching technology on the market today, deterministic and probabilistic.”
  • “Deterministic or rules-based matching is where records are compared using fuzzy algorithms.”
  • “Probabilistic matching is where records are compared using statistical analysis and advanced algorithms.”
  • “Data quality solutions often offer both types of matching, since one is not necessarily superior to the other.”
  • “Organizations often evoke a multi-match strategy, where matching is analyzed from various angles.”
  • “Matching is vital to providing data that is fit-for-use in enterprise applications.”

 

Submit Worthy Data Quality Whitepapers

If you have or know other worthy data quality whitepapers, then please submit them via the Data Quality Symposium.

TAGGED: whitepapers
JimHarris August 12, 2010
Share this Article
Facebook Twitter Pinterest LinkedIn
Share
- Advertisement -

Follow us on Facebook

Latest News

cloud-centric companies using network relocation
Cloud-Centric Companies Discover Benefits & Pitfalls of Network Relocation
Cloud Computing
construction analytics
5 Benefits of Analytics to Manage Commercial Construction
Analytics
database compliance guide
Four Strategies For Effective Database Compliance
Data Management
Digital Security From Weaponized AI
Fortifying Enterprise Digital Security Against Hackers Weaponizing AI
Security

Stay Connected

1.2k Followers Like
33.7k Followers Follow
222 Followers Pin

You Might also Like

Worthy Data Quality Whitepapers (Part 2)

5 Min Read

Worthy Data Quality Whitepapers (Part 1)

7 Min Read

Data Quality Whitepapers are Worthless

6 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US

© 2008-23 SmartData Collective. All Rights Reserved.

Removed from reading list

Undo
Go to mobile version
Welcome Back!

Sign in to your account

Lost your password?