Data Warehouses, Decision Support and Data Mining
A Data Warehouse is a subject-oriented,integrated,time-variant,non-volatile collection of data used in support of management decision making processes.
Subject-Oriented:-
The data warehouse is organized around the key subjects (or high-level entities) of the enterprise.
Major subjects include
a) Customers
b) Patients
c) Students
d) Products
e) Etc.
Data support :-
Stored collection of diverse data
A solution to data integration problem
Single repository of information
Subject-oriented
Organized by subject, not by application
Used for analysis, data mining, etc.
Optimized differently from transaction-oriented db
User interface aimed at executive decision makers and analysts.
Data mining :-
It is an attempt to find patterns and relationships hidden in data.
Data mining tools use data to build a model of the real world. The result of this modeling is a description of patterns and relationships in data.
