Please use this identifier to cite or link to this item: https://dl.ucsc.cmb.ac.lk/jspui/handle/123456789/614
Title: Data Mining and Decision Making System For Lanka Bell (Pvt.) Ltd
Authors: Fernando, W.P.W.S.
Issue Date: 1-Nov-2013
Abstract: Many Organizations face the problems on getting quality information in time to make critical Decisions. How the organization achieve this task using Information Communication Technology is depend on the IS of the company and the Technical Competency of the organization. This project attempts to create a fully-fledged data warehouse which supports the management to get managerial decisions through Data Mining, whose main business is to provide telecommunication solutions to the customers. With the Information Communication boost, within the country there was a huge demand for the Analytical information. Too much data and not enough information was a problem facing many businesses and industries. The current decision support modules used by commercial organizations, which are plugged into existing operational systems do not offer quality strategic decision making information. The organizations have a great need to harness business intelligence using these legacy data but are without technological knowledge to create such a system. Most businesses have an enormous amount of data, with a great deal of information hiding within it, but "hiding" is usually exactly what it is doing: So much data exists that it overwhelms traditional methods of data analysis. A solution lies here; with data mining. It is a knowledge discovery in a Database. Therefore data warehousing & Data Mining is emerging in Telecommunication sector Sri Lanka. Lanka Bell is a world-class telecommunications operator that provides a full range of telecommunication services to businesses and residential customers in Sri Lanka. With the recent introduction of the revolutionary low cost CDMA technology, Lanka Bell continues to expand its robust modern digital network that currently specialists in Internet, Data and Voice services. This project implemented the Data Mining solution to Lanka Bell (Pvt.) ltd., since it has a special need for analytical data from a big volume of Data. Currently there are tables which have about hundred million of records and need mining solution for them. This project can expand to other Telecommiunication industries and it will minimize the information requirement gap within the Industry. Scope of this project is to narrow down to one data mart. The effort which has been made in this project towards implementing a system for billing information data mart rather than account information, service information, time information, location information data marts . Data mining tools such as Oracle Discoverer and Oracle Reports will use the Data warehouse as a source and give the desired output for Strategic management purposes. This information can customize by the user itself to see the different patterns of information.
URI: http://hdl.handle.net/123456789/614
Appears in Collections:Master of Information Technology - 2006

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