Data Mining Research

Data mining can be a powerful tool in your company's research toolbox. Data mining allows you to sift through your database to extract meaningful results. Using large amounts of data, data mining research lets you find associations among seemingly disparate observations. These associations may exist within a given customer's purchasing pattern or even across customers.

One of the basic ideas behind customer relationship management (CRM) is that decisions can be improved by performing a detailed analysis at the level of the individual customer. By tailoring marketing and communication strategies to each customer or group of customers, you can strengthen your existing relationships and increase your profits. Data mining research can help you implement your CRM program by identifying patterns in purchasing and attrition behavior in your database.

Using Data Mining Research to Identify Social Effects

In many industries, word of mouth plays an important role. With data mining research, you can examine common behaviors across individuals in your database. This provides you with the foundation to identify customers who may exert influence on others.

These are just two of the applications of data mining research. Similar techniques can be used for customer profiling, fraud detection, and website analyses. Through the seminars that we offer at The Modeling Agency, you can learn the basics of data mining research and how to apply these methods to your own business problems.