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Otto's Office Products Is a Large National Company Selling Office

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Otto's Office Products is a large national company selling office supplies to businesses and everyday consumers. It is compiling an in-house data warehouse in order to identify customers and build relationships with them.
The IT department has recommended that Otto's use data mining to build customer profiles and prepare business models to predict future purchasing behavior. Otto's CEO is not in favor of data mining, and argues that it shouldn't be used. Which of the following statements, if true, would support the CEO's argument for NOT using data mining?
Data mining can build profiles of Otto's best customers and then use behavioral characteristics to identify new customers.
Data mining is helpful to salespeople as it can identify customers that would benefit from an individual sales call, or provide them with buying reminders for particular products.
Data mining can be used to track online behavior of the customers by the use of cookies, and identify customer interests and business needs.
A privacy paradox exists whereby mining personal information is intrusive, but also leads to better targeting.
Data mining can help spot trends and patterns in customer purchases, and enable the marketing department to shape advertising around these trends.


Definitions:

Hypomania

A mood state characterized by persistent disinhibition and elevation (euphoria) that is less severe than full-blown manic episodes but more intense than normal happiness.

Hopelessness Depression

A form of depression characterized by a negative outlook on the future, feeling that one has no way to improve their situation.

Nonsuicidal Self-injury

Deliberate harm inflicted on one's own body without suicidal intent, often as a way to cope with emotional distress.

Suicide Risk

The likelihood or potential for a person to attempt or commit suicide, often assessed through various psychological and situational factors.

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