A VECTOR SPACE MODEL FOR INFORMATION RETRIEVAL: A MATLAB APPROACH
Journal Title: Indian Journal of Computer Science and Engineering - Year 2012, Vol 3, Issue 2
Abstract
By and large, three classic framework models have been used in the process of retrieving information: Boolean, Vector Space and Probabilistic. Boolean model is a light weight model which matches the query with precise semantics. Because of its boolean nature, results may be tides, missing partial matching, while on the contrary, vector space model, considering term-frequency, inverse document frequency measures, achieves utmost relevancy in retrieving documents in information retrieval. This paper implements and discusses the issues of information retrieval system with vector space model using MATLAB on Cranfield data collection of aerodynamics domain.
Authors and Affiliations
A. B. Manwar , Hemant S. Mahalle , K. D. Chinchkhede , Dr. Vinay Chavan
Keywords
Related Articles
- EP ID EP135134
- DOI -
- Views 129
- Downloads 0
An Approach with Maintainability, Structured Design and Automation with the Intension of Software Engineering
Scientific software must be personalized for dissimilar execution environments, problem sets, and existing resources to make sure its competence and consistency. Even though adaptation patterns be able to be found in a e...
Data link system via Financial Information Exchange protocol using Simple Binary Encoding
The main goal of this project is to make transactions faster between stock exchange and traders. Financial Information Exchange (FIX) is a dominant standard for data link between the participants of exchange trades in re...
Numerical modeling and Computational simulation of the SDE using C++ & FOTRAN 90 : Application in Fisheries management
In the present paper an attempt is made for the solution of SDE (Stochastic differential equation ) using different numerical simulation . Here the four different technique has been adopt for the two test problem for the...
A Hybrid Data Mining Model to Improve Customer Response Modeling in Direct Marketing
Direct marketing is concerned with which customers are more likely to respond to a product offering or promotion. A response model predicts if a customer is going to respond to a product offering or not. Typically histor...
AN IMPLEMENTATION OF PACMAN GAME USING ROBOTS
As the field of robotics are advancing, robotics education needs to consider technological advances and societal level of interest. Realizing computer games in robotic platforms is one such technological advance for educ...