What is 'clustering' in SAP CEC-MKT-SEG - Segmentation?

clustering - Overview

• Component: CEC-MKT-SEG

• Component Name: Segmentation

• Description: A grouping of markers on a map according to specific criteria, such as the number of customers located in a region, or a city.

clustering - Details

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  Key Concepts: 
  Clustering is a data mining technique used to group similar objects together. It is used in SAP CEC-MKT-SEG Segmentation to identify and group customers with similar characteristics. This allows for more targeted marketing campaigns and better customer segmentation. 
  
  How to use it: 
  Clustering can be used in SAP CEC-MKT-SEG Segmentation by first collecting customer data such as demographics, purchase history, and other relevant information. This data is then analyzed to identify patterns and similarities between customers. Finally, the customers are grouped into clusters based on their similarities. 
  
  Tips & Tricks: 
  When using clustering in SAP CEC-MKT-SEG Segmentation, it is important to ensure that the data being collected is accurate and up-to-date. Additionally, it is important to consider the size of the clusters when grouping customers together. Too few customers in a cluster can lead to inaccurate results, while too many can make it difficult to identify meaningful patterns. 
  
  Related Information: 
  Clustering is just one of the many techniques used in SAP CEC-MKT-SEG Segmentation. Other techniques include decision trees, neural networks, and regression analysis. Additionally, there are various software tools available that can help with the segmentation process, such as SAS Enterprise Miner and IBM SPSS Modeler.