Brief Review of Max-Min Ant System based Focussed Crawler
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 4
Abstract
A focused crawler is Web crawler that traverses the Web to explore information that is related to a particular topic of interest only. This study, aims to find the Indian academicians webpages from foreign universities websites by selecting the features of webpage and determine its relevance on an unknown dataset. Therefore, a feature selection algorithm based on MaxMin Ant System (MMAS) is presented to improve the accuracy of focused crawler and classification process. The weights to features are assigned using cosine similarity to determine the relevancy of webpages. MMAS finds the best solution and select best fitted URLs from a large pool of URLs. The performance of the proposed methodology classification result is compared with manual classification result for Lancaster University, Stanford University and Harvard University dataset. The performance of the proposed methodology is measured using recall parameter.
Authors and Affiliations
Komal Upadhyay, Er. Suveg Moudgil(Associate Professor)
Privacy Protection Using CPS Framework in Personalized Web Search
Personalized web search (PWS) is efficient in improving the search quality on internet. But users generally hesitate to disclose their personal information during search which has become a hindrance in wide increase in...
A Survey on Black Hole Attack Detection and Prevention Techniques
Mobile Ad Hoc Network can be defined as a system of self governing, independent mobile nodes that communicate over wireless links with no fixed infrastructure. Due to its fundamental characteristics like lack of fixed i...
Digital Voting Machine
This is an interesting project which uses 8051 microcontrollers as its brain. The project is designed for four participants. Voters can poll their vote to any one of the participant. In this project, one port is dedicat...
1-Φ High Step-Up Converter with MB MPPT for Half-Bridge PV Inverter System
In this paper a 1-ϕ high step-up converter with model based mppt for half-bridge inverters is proposed. The high stepup converter not only boosts the relatively low photovoltaic voltage to high bus voltage but also offer...
Integration of Heterogeneous Data Sources
Data integration deals with integrating heterogeneous data sources and it is a complex activity that involves reconciliation at various levels - data models, data schema and data instances. Thus there arises a strong ne...