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The Quality Industry Voices ManagementAutomotiveFrom the Editor

From the Editor | Darryl Seland

Data Mining: Making the Right Connections

Discriminating thoroughness.

By Darryl Seland
QM 1023 CLMN From the Editor feature image

Image Source: NicoElNino / iStock / Getty Images Plus via Getty Images

September 22, 2023
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Image in modal.

Data mining is a useful, and well used, tool in many industries. More useful, however, is a targeted and concise analysis of the data collected.

For instance, I heard an account of U.S. Army Intelligence once trying to use data mining to determine connections and commonalities between terrorist attacks, particularly the individuals involved. One of the people the data-mining program identified was Condoleezza Rice, the U.S. Secretary of State at the time. This example illustrates that while data mining can unearth a wealth of information, it takes discriminating analysis to make sure we are not just making connections, but the right connections.

In fact, making meaningful connections is now a reading comprehension strategy, strangely enough called Making Connections, which is being taught to grade school students. The strategy involves linking what is being read to what the reader already knows, whether it is from their personal experience or from other things they have read. For instance, someone reading “The Old Man and the Sea” may be reminded of seeing the ocean on a recent family vacation or while remembering similarities to “Moby Dick.” While personal experience may have a greater impact, both reference to personal experience and other text is said to increase comprehension in what is being read, particularly in early childhood development.


“It’s not only about analyzing data, but also the analysis of our systems and operations.”


While the technology has progressed to collect all the information we can want or need, analysis tools have progressed as well, including software and artificial intelligence that can help us make use of the information we really need, all while knowing Condoleezza Rice is not a terrorist.

» Read More From the Editor Columns
From the Editor | Darryl Seland

In the auto industry, another step forward in this idea could be connected worker technology. As author Eric Whitley writes, “As our world becomes increasingly influenced by digital innovation, the rise of connected worker technology marks a significant turning point in our approach to industrial operations.”

Particularly for the quality industry, it’s not only about analyzing data, but also the analysis of our systems and operations.

So check out Eric’s article, “5 Important Ways Connected Worker Tech Benefits the Automotive Industry,” as well as “Advances in Automation and Robotics Make CMMs More Efficient, Accurate,” “Measurement Systems Analysis,” and “e-Powertrain Electric Motor Gear Train Simulated Testing with the Digital Twin,” all in this month’s Quality.

Enjoy and thanks for reading!

KEYWORDS: data analysis data mining manufacturing metrology

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Darryl Seland is the editorial director of Quality magazine, where he aims to usher the quality community with vibrant discussions, thought-provoking columns on quality management, manufacturing, and industry trends, as well as leading the brand’s editorial strategy. With a background in journalism, an MBA in finance and management, and years of experience in the quality industry, Darryl blends technical insights with engaging narratives to help professionals navigate the evolving world of quality assurance and the manufacturing process.

Connect with Darryl on LinkedIn or reach him at [email protected] for insights on quality management, leadership, and industry trends.

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