Educational Data Mining A Blend of Heuristic and K-Means Algorithm to Cluster Students to Predict Placement Chance
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2018, Vol 2, Issue 6
Abstract
Educational data mining emphasizes on developing algorithms and new tools for identifying distinctive sorts of data that come from educational settings, to better understand students. The objective of this paper is to cluster efficient students among the students of the educational institution to predict placement chance. Data mining approach used is clustering. Ablend of heuristic and K-means algorithm is employed to cluster students based on KSA knowledge, Communication skill and attitude . To assess the performance of the program, a student data set from an institution in Bangalore were collected for the study as a synthetic knowledge. A model is proposed to obtain the result. The accuracy of the results obtained from the proposed algorithm was found to be promising when compared to other clustering algorithms. Ashok. M. V | G. Hareesh Kumar "Educational Data Mining: A Blend of Heuristic and K-Means Algorithm to Cluster Students to Predict Placement Chance" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-6 , October 2018, URL: http://www.ijtsrd.com/papers/ijtsrd18882.pdf
Authors and Affiliations
Keywords
Related Articles
- EP ID EP411060
- DOI -
- Views 63
- Downloads 0
An Economic Analysis of Groundnut Marketing - A Study
Groundnut is one of the major commercial oil seed crop in India and world scenario. Groundnut which is also popularly known as peanut is one of the world's most popular and universal crops, cultivated in more than 100 co...
Determination of the Presence of Pesticides Insecticide Residual Concentrations in Serum Blood Samples of Albino Rats Exposed to Mosquito Net Treated Insecticide over a Long Period as a Case Study
The study was designed to experimentally investigate the presence of permethrin and cypermethrin insecticide residue concentrations in serum samples of albino rats. 60 Albino rats were used in this research which were eq...
Effect of various dyeing conditions on pure natural yellow dye from Turmeric for dyeing of wool yarn
Turmeric Curcuma Longa is a perennial herb from ginger family, Zingiberaceae. It is native to southern Asia, requiring temperatures between 20 and 30 -°C (68 and 86 -°F) and a considerable amount of annual rainfall to th...
Review on the Passenger Throughput Forecast of Airport
In recent years, China’s economy has developed rapidly and the people’s living standards have continued to improve. A high end means of transportation, airplanes, is favored and accepted by more and more people with its...
GC-MS Analysis of Bio-Active Compounds in Aqueous Extract of Boerhaavia Diffusa, Euphorbia Hirta and Amaranthus Polygonoides
Medicinal plants have had a crucial role in human culture and civilization. The present study deals with the Gas Chromatography Mass Spectroscopy analysis of Boerhaavia diffusa, Euphorbia hirta and Amaranthus polygonoide...