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VTT INFORMATION TECHNOLOGY RESEARCH REPORT TTE1-2001-29 LOUHI-project Data Mining Case Studies in Customer Profiling Version 1.0 11.12.2001 Jussi Ahola and Esa Rinta-Runsala LOUHI-project Data Mining.

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Data profiling helps in the understanding of data and its characteristics, whereas data mining is the process of discovering patterns or trends by analyzing the data.

For example, typical applications in data mining include the following: Use of historical financial records on bank customers to predict good and bad credit risks. Use of sales records and customer demographics to perform market segmentation.

Any analysis or data mining starts with data profiling. Data profiling gives an initial high-level understanding of the dataset and its characteristics so that you can choose the right algorithms. For example, clustering algorithms might need values in numerical columns to fall in similar number ranges.

The purpose of data mining is to built machine learning techniques for real-time needs. The purpose of data profiling is to provide us accuracy, consistency, uniqueness and error free within a dataset. 04. It extracts data by applying some computer-based methodologies and some algorithm.

Data mining is the process of searching and analyzing a large batch of raw data in order to identify patterns and extract useful information. Companies use data mining software to learn more about their customers. It can help them to develop more effective marketing strategies, increase sales, and decrease costs.

Data Profiling is a process of evaluating data from an existing source and analyzing and summarizing useful information about that data. Data mining refers to a process of analyzing the gathered information and collecting insights and statistics about the data.

Data mining can be a powerful tool for customer segmentation and retention. It can help you identify the most profitable and loyal customers, as well as the factors that influence customer satisfaction, loyalty, and churn.

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Form Packages
Adoption
Bankruptcy
Contractors
Divorce
Home Sales
Employment
Identity Theft
Incorporation
Landlord Tenant
Living Trust
Name Change
Personal Planning
Small Business
Wills & Estates
Packages A-Z
Form Categories
Affidavits
Bankruptcy
Bill of Sale
Corporate - LLC
Divorce
Employment
Identity Theft
Internet Technology
Landlord Tenant
Living Wills
Name Change
Power of Attorney
Real Estate
Small Estates
Wills
All Forms
Forms A-Z
Form Library
Customer Service
Terms of Service
DMCA Policy
About Us
Blog
Affiliates
Contact Us
Privacy Notice
Delete My Account
Site Map
All Forms
Search all Forms
Industries
Forms in Spanish
Localized Forms
Legal Guides
Real Estate Handbook
All Guides
Prepared for You
Notarize
Incorporation services
Our Customers
For Consumers
For Small Business
For Attorneys
Our Sites
US Legal Forms
USLegal
FormsPass
pdfFiller
signNow
airSlate workflows
DocHub
Instapage
Social Media
Call us now toll free:
1-877-389-0141
As seen in:
  • USA Today logo picture
  • CBC News logo picture
  • LA Times logo picture
  • The Washington Post logo picture
  • AP logo picture
  • Forbes logo picture
© Copyright 1997-2025
airSlate Legal Forms, Inc.
3720 Flowood Dr, Flowood, Mississippi 39232