Abstract: In this paper we are measuring the performance of refinding queries that contains the information retrieval for Personal Information Management System. When user needs the already searched web pages repeatedly then this search engine provides the user interface for saving the title and the web page URL for reference .In this keyword and related web pages are stored we can refind needed. Also search engine contains the association and clustering of context instances.

Keywords: context instances, Personal Information Management, refinding queries, SVM.