...1. Identify from Chapter 1 a quantitative application discussed by the author that you were already familiar with. • Brigs Myers A test based on psychiatrist Carl Jung's theory of personality types. This test categorizes people into 16 different types. • eHarmony eHarmony used the brig myers theory to find match people who historically have highest probability of having successful relationship. • Job applicants Companies today supercrunching their potential employees data to uncover the underlying personality traits of each applicant: conscientiousness, agreeableness, and extroversion. These traits are better predictors of worker productiv- ity than more traditional aptitude test. • Contintental Airlines by using data mining program, Continental can keep track of customers’ negative experience and use the data to make the customers happy in their next flight with Continental. • UPS Predicting when a customer wants to move to another switching company by using a very sophisticated algorithm. • Harrah’s and the “pain point” Harrah’s using the customers data such as age, average income and area with the gambling data to predict how much money they can expect from the customers, how many times the customers can lose and still want to play. This is called “pain point”. • Hertz and gas left in tank Supercrunching sales data so they will know how much gas the customers would leave if they prepay for the gas. • Cingular and anytime minutes Can predict the probability...
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