Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Mining the web data for classifying and predicting users' requests Subject The topic of the resource Classification; Customer; E-commerce; Prediction; Product Recommendation; Segmentation; Trend Description An account of the resource Consumers are the most important asset of any organization. The commercial activity of an organization booms with the presence of a loyal customer who is visibly content with the product and services being offered. In a dynamic market, understanding variations in client?s behavior can help executives establish operative promotional campaigns. A good number of new consumers are frequently picked up by traders during promotions. Though, several of these engrossed consumers are one-time deal seekers, the promotions undeniably leave a positive impact on sales. It is crucial for traders to identify who can be converted to loyal consumer and then have them patronize products and services to reduce the promotion cost and increase the return on investments. This study integrates a classifier that allows prediction of the type of purchase that a customer would make, as well as the number of visits that he/she would make during a year. The proposed model also creates outlines of users and brands or items used by them. These outlines may not be useful only for this particular prediction task, but could also be used for other important tasks in e-commerce, such as client segmentation, product recommendation and client base growth for brands. Copyright 2018 Institute of Advanced Engineering and Science. All rights reserved. Creator An entity primarily responsible for making the resource Girish S.; Ramamurthy B.; Senthilnathan T. Source A related resource from which the described resource is derived International Journal of Electrical and Computer Engineering, Vol-8, No. 4, pp. 2390-2398. Publisher An entity responsible for making the resource available Institute of Advanced Engineering and Science Date A point or period of time associated with an event in the lifecycle of the resource 2018-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.11591/ijece.v8i4.pp2390-2398" target="_blank" rel="noreferrer noopener">https://doi.org/10.11591/ijece.v8i4.pp2390-2398</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85049571427&amp;doi=10.11591%2Fijece.v8i4.pp2390-2398&amp;partnerID=40&amp;md5=1a91b08884f0e6b1ef3f2be356ef3aab" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85049571427&amp;doi=10.11591%2fijece.v8i4.pp2390-2398&amp;partnerID=40&amp;md5=1a91b08884f0e6b1ef3f2be356ef3aab</a> Rights Information about rights held in and over the resource All Open Access; Green Open Access; Hybrid Gold Open Access Relation A related resource ISSN: 20888708 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Girish S., Department of Computer Science, Christ University, Hosur Road, Bengaluru, Karnataka, India; Ramamurthy B., Department of Computer Science, Christ University, Hosur Road, Bengaluru, Karnataka, India; Senthilnathan T., Department of Computer Science, Christ University, Hosur Road, Bengaluru, Karnataka, India