Increasing the Visibility of Search using Genetic Algorithm
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 5
Abstract
Abstract : The vast repository of informational databases i.e. Web is available to the user in the form of textual documents. It’s a challenge to develop an effective information retrieval approach that can ease the user search and increases the visibility of search. Genetic Algorithm based approach has been implemented to increase the visibility of search by expanding the query using Jaccard similarity function as fitness function. The step by step implementation of genetic algorithm for one generation has been explained in the paper and the experiment was repeated for 500 generations to obtain optimum keywords out of which the best suited keyword was considered for expanding the query. The effectiveness of the approach has been experimentally evaluated on manually created training data of retrieved documents for formulated queries using the Google search engine
Authors and Affiliations
Jaswinder Singh , Parvinder Singh , Yogesh Chaba
Keywords
Related Articles
- EP ID EP143101
- DOI -
- Views 82
- Downloads 0
Fmfc: Fuzzy Based Improved Mutual Friend Crawling
Abstract: Online Social networks are becoming an important part of research in every field. Crawling such networks and extracting data from them is a very difficult task. Till date, many crawling techniques have been des...
Soft Computing Techniques for Treating Neural Problem: Dementia Used Throughout the World –Areview
Abstract: Dementia Furthermore it’s A large portion regular manifestation, Alzheimer’s disease, will be an intricate confusion that afflicts fundamentally the elderly, influencing an evaluated from claiming 63 million to...
Support Vector Machine Based Sentiment Analysis Process for Twitter Streams
Abstract: Sentiment Research in twitter is quite tough due to its short length. Attendance of emoticons, slang words and misspellings in tweets compelled to have a preprocessing pace beforehand feature extraction. There...
Multimodal Medical Image Fusion Based On SVD
Image fusion is a promising process in the field of medical image processing, the idea behind is to improve the content of medical image by combining two or more multimodal medical images. In this paper a ...
Comparison of different Ant based techniques for identification of shortest path in Distributed Network