Web usage mining and text mining in the environment of web personalization for ontology development of recommender systems

Recommender system is something that every website or app that provides a reliable interface of user must have. It prevents user from wasting time in segregating what he needs and encourages efficient exploring. Various factors helps to acquire the data of user interest and utilize them in building a system which recommends them on the basis of profile of their activities and interest created. Semantic web helps to create protocols for ontology that defines the type and efficiency of the recommender system that we will use. Also various principles help to develop the same.