Paper Title :Symbiotic Relationship Between Data Mining And Data Warehousing
Author :Renu Rathee
Article Citation :Renu Rathee ,
(2014 ) " Symbiotic Relationship Between Data Mining And Data Warehousing " ,
International Journal of Advance Computational Engineering and Networking (IJACEN) ,
pp. 52-53,
Volume-2,Issue-1
Abstract : Abstract: Nowadays in every industry , companies are moving toward the goal of understanding each customer individually
and using that understanding to make it easier for the customer to do business with them rather than with competitors .In
this paper it is shown how focus is changed from broad market segments to individual customers .It takes more than data
mining to turn a product-focused organization into a customer-centric one. Data mining is a collection of tools and
techniques. It is an attitude that business actions should be based on learning, that informed decisions are better than
uninformed decisions, and that a methodology for applying the tools and techniques. In this paper, role of data warehouse is
given as how it provides information gleaned from transactional data in a format that is much friendlier than the way it is
stored in the operational systems where the data originated. Importance of neural networks and genetic algorithms is also
discussed in this paper as neural networks have proven track record in many data mining and decision-support applications
and genetic algorithms, which are also called evolutionary algorithms, have been applied to optimization problems in various
industries.
Type : Research paper
Published : Volume-2,Issue-1
DOIONLINE NO - IJACEN-IRAJ-DOIONLINE-465
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Published on 2014-02-14 |
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