Comparison Of Keyword Based Clustering Of Web Documents By Using Openstack 4j And By Traditional Method
Journal: International Journal of Scientific & Technology Research (Vol.5, No. 8)Publication Date: 2016-08-15
Authors : Shiza Anand; Mukesh Rawat;
Page : 67-70
Keywords : clustering; openstack4j; K-Means; centroid based;
Abstract
As the number of hypertext documents are increasing continuously day by day on world wide web. Therefore clustering methods will be required to bind documents into the clusters repositories according to the similarity lying between the documents. Various clustering methods exist such as Hierarchical Based K-means Fuzzy Logic Based Centroid Based etc. These keyword based clustering methods takes much more amount of time for creating containers and putting documents in their respective containers. These traditional methods use File Handling techniques of different programming languages for creating repositories and transferring web documents into these containers. In contrast openstack4j SDK is a new technique for creating containers and shifting web documents into these containers according to the similarity in much more less amount of time as compared to the traditional methods. Another benefit of this technique is that this SDK understands and reads all types of files such as jpg html pdf doc etc. This paper compares the time required for clustering of documents by using openstack4j and by traditional methods and suggests various search engines to adopt this technique for clustering so that they give result to the user querries in less amount of time.
Other Latest Articles
- Decentralized Cloud Method For Multicasting Media Stream
- Effect Of Leadership Function And Organization Cultural On The Performance Of Employees In The Field Of Academic University Ichsan Gorontalo
- Improve The Efficiency Of The Study Of Complex Reservoirs And Hydrocarbon Deposits - East Baghdad Field
- Automatic Hydraulic Jack Inbuilt In A Four Wheeler
- Architecture Of Uzbekistan Of The Ancient Period Style Features And Composition Laws
Last modified: 2017-06-11 22:51:30