A Study of Prototyping in Information Retrieval Process Utilizing Context Requirements and Feature Sample Sizes

Information retrieval can provide organizations with immediate value, Information retrieval has become a core of the current information managing systems, this has given profound importance on how we gather effective information in a huge pile of data. Information retrieval is a highly debated issue in a variety of fields. Today right from digital library to media searching information retrieval has taken up the place in the industry. Effective simulation is the foundation of effective information retrieval. These frameworks were divided into two groups based on their statistical estimation methods: models where the terminology dependency is being checked and also the models where the weighting features of the terms are being taken into consideration. Most models found an understanding term freedom, whereas others take this relationship into account. Term weighting, but in the other end, is a technique for effectively indexing a text. The intention of this research article is to compare and contrast various information retrieval structures that use term dependence/independence and term weighting.