Kakinada Institute of Engineering and Technology for Women
Abstract
Designing structured website and organizing search results in website is Challenging task. For this we propose mathematical programming model to improve user navigation as well as novel search interface that enables the user to navigate large number of query results by organizing them using the concept hierarchy. The results are organized into a navigation tree. At each node expansion step we implement classification algorithms [TF-IDF, SVM] for efficient classification of nodes and an advanced k-means algorithm for assigning priorities to the web site navigation links based on the efficient content retrieved. It reveals only a small subset of the concept nodes finally the expected user navigation cost is minimized
