Algorithmic Clairvoyance: The Target Predictive Analytics Scandal
Data Mining, Consumer Habits, and the Loss of Privacy in the Corporate Surveillance Economy
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Beschreibung
Explore the terrifying power of corporate data mining, highlighting the infamous case where Target's algorithm predicted a teenager's pregnancy before her family knew.
Can a massive retail corporation analyze a customer's shopping habits so deeply that it literally knows a teenage girl is pregnant before she has even told her own father? This is not science fiction; it is the chilling, true story of Target's predictive analytics algorithm, which exposed the terrifying power of modern corporate surveillance.
Target realized that expecting parents are the most lucrative demographic in retail, but their shopping habits are deeply entrenched. To intercept them early, Target's statisticians analyzed the purchase histories of millions of women. They discovered a highly specific, subconscious pattern of purchasing unscented lotion, specific supplements, and large bags of cotton balls around the second trimester. By feeding these data points into a predictive model, Target automatically mailed pregnancy coupons to a high school girl. Her furious father stormed into a local store to complain about the inappropriate mail, only to apologize days later when he learned the algorithm was actually correct.
This sharp analysis of behavioral economics explores the dark side of big data. It examines the "creepiness factor" of overt surveillance, how Target subsequently learned to mask their predictive coupons by surrounding them with random items, and the total erosion of digital privacy.
Every purchase leaves a fingerprint. The Target analytics scandal reveals that consumer algorithms understand our subconscious biological changes better than our own families do.
Autor*in
Brian Clark
Author
Themen in »Algorithmic Clairvoyance: The Target Predictive Analytics Scandal«
target predictive analytics scandal data mining consumer habits big data privacy retail marketing algorithms pregnancy prediction model corporate surveillance economy behavioral economics