Friday, April 29, 2016

MODEL INTEGRATION E COMMERCE AND DATA MINING:Callenges faced and architecture

Data Mining tools discover the pattern from data stored in data warehouse.Any e commerce application is highly depend on data mining.Also their are many factors that are responsible for the success of data mining like database is rich of data,electronic collection provide only ,meaningful data,ROI can be measured very easily.To tale real advantage of this data mining should be properly integrated with e commerce application with appropriate data transformation strategy from the transaction processing system used for inputting the data into data warehouse and vice versa.

Integrated Architecture
 Their are three major component in this architecture
1.Data Defination according to business
2.Customer interface
3.Data analysis
Connecting these three component we require three bridge
1.Data stage transfer
2.Build data warehouse
3.Display Result

Challenges faced
Their are some major challeges faced while integration
1.Comprehensive data mining result
2.Data mining process accessibility
3.Detect robots and Crawlers
4.Handle Large amount fo data
5.Multiple Granularity level
6.Handle date and time