The World Wide Web is expanding at an surprising rate and its now the greatest information and knowledge archive. Several web documents are gathered, that need programmed processing and evaluation for smart applications. In this dissertation, we explore the web document analysis technique and also develop an application to antiphishing. For Web document analysis, a visual factor based page segmentation approach is recommended and implemented.