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Expert Systems with Applications BERGAMO Expert Systems with Applications 22 (2002) 163 168 www.elsevier.com/locate/eswa A case-based customer class cation approach for direct marketing Coaching Chip*
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A case-based customer classification is a method of categorizing customers based on specific characteristics or behaviors to identify patterns or insights that can inform business strategies or decisions.
The requirement to file a case-based customer classification varies depending on the jurisdiction and specific regulations. Generally, businesses that handle sensitive customer information or engage in certain industries such as finance or healthcare may be required to perform and file customer classifications.
Filling out a case-based customer classification involves collecting relevant data about customers, analyzing the data based on predetermined criteria or algorithms, and assigning customers to specific categories or segments. The specific process may vary depending on the purpose and complexity of the classification.
The purpose of a case-based customer classification is to gain insights and understanding into customer behavior, preferences, or needs. It can help businesses make data-driven decisions, target specific customer segments, personalize marketing efforts, detect fraud or anomalies, and enhance overall customer experience.
The specific information that must be reported on a case-based customer classification depends on the purpose, regulations, and industry. Generally, it may include customer demographics, transaction history, purchase behavior, interaction data, or any other relevant data points for analysis and categorization.
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