Data Mining Software |
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WHAT IS DATA MINING SOFTWARE?
Data mining software is a class of intellectual database applications.
Data mining software object is to determine hidden relations in data (databases, data warehouses).
The analysed data can be accumulated from business systems, databases, web
resources, observations, experiments, and texts.
As a result of data mining process, the new knowledge is been formed
by the software. The knowledge
can be represented in a form of models:
Rules (production rules, also called
IF-THEN rules) or
decision trees.
After knowledge extraction data mining software reports to you, displaying
decision models and reports.The reports can be used for improving
business processes, for scientific or marketing researches, for
increasing performance of your efforts.
WHY USE DATA MINING SOFTWARE?
Increasing competition makes companies to become more effective and
customer-centric. To stay on top, it is required to improve the management,
increasing response of marketing campaigns and lowering their costs.
Using the data mining software you will be able to model customers
behaviour, to forecast output and scores.
Data mining software will unearth essential dependencies and patterns in your
data, extracting business knowledge from real-time and historical data and
predicting outcomes of future situations.
Thanks to decision support and data mining software, analysts are able to
analyse terabytes of data, solving decision problems, predicting future
situations and increasing performance of business processes.
WHAT ARE THE BENEFITS FROM DATA MINING SOFTWARE?
The data mining software benefits vary, depending on the field
of application.
This is a small list of possible data mining software
benefits:
- analyse and structurise raw data
- increase response of marketing campaigns
- increase ROI
- better understand expectations of your customers
- determine and improve troubled business processes
- discover factors, influencing sales
- obtain statistical data
- identify factors that are vital for increasing customers loyalty
- personalize communications
Of course, this is not a full list of benefits that you may achieve using
data mining software.
For science, data mining software is a powerful tool for data analysis, and for discovering
new dependencies in observations or experiments.
Using data mining software will help you to find out
correlations or patterns among dozens of fields in huge databases. You will
be able to analyze data from many different aspects
and dimensions, to classify and categorize it, and to summarize the hidden
relationships inside of data.
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11.06.07
