Automatic Web Page Classification Based on Firefly and Linear Algorithm

Yogita P. Nemade; Praveen Bhanodia; Diamond Jonawal

Volume : IV, Issue : I, January - 2015

Automatic Web Page Classification Based on Firefly and Linear Algorithm

Yogita P. Nemade, Praveen Bhanodia, Diamond Jonawal

Abstract :

Aim of this paper is to describe a method of automatic webpage classification. The classification method exploits Firefly algorithms and linear classifier as well as semantically text processing tools. In contrast to general text document classification, in the web document classification there are often problems with short web pages. In this paper we proposed two approaches to eliminate the lack of information. In the first one we consider a wider context of a web page. That means we analyze web pages referenced from the investigated page. The second approach is based on sophisticated term clustering by their similar grammatical context. This is done using statistic corpora tool the Sketch Engine.