KDnuggets : News : 2006 : n06 : item16 < PREVIOUS | NEXT >

Requests

From: Gregory Piatetsky-Shapiro
Date: 26 Mar 2006
Subject: Methodology for transaction aggregation ?

I received request from Daniela Cargnin, MS student in Brazil, who is working on dissertation related to the process of Data Mining.

We frequently need to do transformation on the data. For example, we may have information on the transaction level but we want to model on the level of the client behavior.

This requires aggregation, and creation of variables like

  • count of transactions in the past month
  • total purchases in the last month
  • etc ...
Note also a pointer to a blog entry on how not to aggregate elsewhere in this KDnuggets News issue.

Are there publications on good methodology for transaction aggregation ?

Please reply to editor at kdnuggets.com and I will summarize the answers in the next KDnuggets News.


KDnuggets : News : 2006 : n06 : item16 < PREVIOUS | NEXT >

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