Download - JSS college Dharwad

siberiaskeinData Management

Nov 20, 2013 (3 years and 10 months ago)

215 views


Synopsis

Of

Stock Analysis


















By:











Rukmini . G










Sunanda .

H


Introduction:



Shopping centers are an interesting topic for knowledge management


relying on
interdependency between owner, retailers and shoppers.



Manager of shopping malls
would like

to learn more about buying habits of customers,
on a given trip to the store.



As an answer to the managers question market basket analysis which help to design
different store layouts.



There is a need to find ways to automatically analyze the data, classify it, summarize it,
discover and characterize trends.



Improving shopper satisfaction can lead to changes in population, expenditure, residence
patterns and bring new life to run
-
down a
reas.



This project considers the possibilities for shopping centers to make their offer more
attractive using techniques of data mining
.


Objective And Scope Of The System

Objective of the System:



To create a shopping mall this sells products of various
categories in different areas of the
city.



To apply the basic Association Rules
-
Apriori algorithm for implementation of Web
Usage mining process to producing usage



To analyze the outputs usage patterns and user behaviours for buying patterns from the
Us
age Mining implementation process.




Scope of the System:



Research Organization
: Some shopping Mall (Ex. BIG BAZAR).



Focus of Project
: Extract the customer buying patterns of different products within
a period, preprocessing the set of raw data, select the data that contribute for pattern
analysis, implement the pattern mining using basic Association algorithm,
in order
to produce the final results(rules).


System Design:


Requirements Specification:

Software Requirements



Operating System: Windows XP.



JCreator.



Access.

Hardware Requirements



Minimum Intel Pentium IV or above.



Minimum 1GB RAM.



Minimum 20GB

Hard disk.






Store
fronts

(
Customer
)


Data Base


Admin

Customer Details

Enquire

Products

Place Order

Product Details

Validate Cust
data