An efficient technique to provide webpage recommendation based on domain knowledge and web usage knowledge

Abstract

Now a day’s use of world wide web is going on increasing to get various kind of related information. By considering this fact, there is a need to provide Web page Recommendation to get a relevant result to the user search. There are different kinds of web recommendations are made like images, video, audio, query and web pages. This paper focus on providing web page recommendation to the web page in website based on domain knowledge and web usage. So it proposes models for web page recommendations. The first model is an Ontological Model for finding domain terms. The second model is semantic network analysis model to find out the relationship between domain terms and WebPages. The third model is Conceptual Prediction Model to find out web usage knowledge from web pages .On this basis, web page recommendation is provided to the web page that gives a more relevant result to user search than any other web pages present in that particular website.