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Business analytics (BA), and artificial intelligence (AI) overlap from a business value perspective and in their support of decision support systems (DSS)

Computer Science

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Business analytics (BA), and artificial intelligence (AI) overlap from a business value perspective and in their support of decision support systems (DSS). However, they are different from one another in their underlying technologies and their applications. Understanding the similarities and differences among these two concepts is critical.

Scenario

Imagine you’re a CFO of a regional bank that has had exposure to the subprime mortgage crisis. Subprime mortgages are home loans issued to borrowers with low credit ratings. Many of these borrowers default on their subprime mortgage loans. These kinds of loans are high-risk loans because of the low credit score of the borrowers. At the same time, these loans are good business for the regional bank because the bank can charge higher interest rates than conventional loans.

Instructions

Write a 4–5 page paper in which you:

• Analyze the similarities and differences between BA and AI in terms of their respective business value and support for DSS, including supporting examples.
• Compare three technologies used in both BA and AI to support DSS.
  • Examples include features, function, benefits, and available products.
• Explain how you would use BA and AI, including integrating them, to ensure that your company can profit from its investment while controlling risks.
• Support your writing with at least three credible, relevant, and appropriate sources.