Browsing by Author "Darmasena, D.S.P."

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    Pattern Identification for Main Export Products in Sri Lanka through Data Mining
    (Uva Wellassa University of Sri Lanka, 2016) Darmasena, D.S.P.; Senanayake, S.H.D.
    Identifying the tendencies using data mining techniques is done by this research. Normally, this goes beyond the normal data analysis. This research identifies the effects which can cause to the Sri Lankan Gross Domestic Product (GDP) through many analysing tools. It means the tendencies in export sector of Sri Lankan economy has been examined through this. Export performance is one of the strongest areas of Sri Lanka's economy in the present time. Data mining can be done as predictive analysis through complete and intuitive set of data mining tools. Furthermore, the flexible platform extends prediction into any application. For this purpose, there are lot of learning methods has been followed by Export Development Board and interested parties. But a correct analysis of data has not been done by any of these parties and most of the analysis are done by manually. But in this research the WEKA tool was used to analyse data. So the accuracy will be very high. Different data has been collected through many resources. The information which has been collected is put into logic to create an algorithm. Keywords: Data mining, Classification, Clustering, WEKA, Decision tree