ISSN (Online) :

Special issue on Coronavirus "India & COVID-19" coming soon  (unpaid ) || FAST Track Publication 

Notice Board

Call For Paper:

Vol. 5, July  Issue 7

Paper Submission  Deadline : 6th  August 2020...
Vol. 5,  Special Issue(Bi-yearly)

IMPACT FACTOR 5.909 (2018)

UGC Listed Journal(2017) 


OAIJSE Menu
Imp Links for Reviewer
InvitesĀ Proposal for


CLUSTERING OF TEXTUAL DATA BY USING K-MEANS TECHNIQUE

Abstract

To store the textual data and various documents, the usage of electronic media is widespread. To retrieve theimportant information from the large document collection of unstructured data is a very difficult and time consuming task. Itis easier to find the relevant documents from a huge data collection only when the data collected is in ordered form or thedata is classified by certain group or category. Still the problem persists to find the best grouping technique. This paperconcentrates on the implementation technique of k-means clustering algorithm. K-means technique is used here to cluster theunlabeled data or the text document collection that is highly unstructured. It begins with the representative model of theunstructured data and finally generating the set of sorted clusters as a result. Furthermore, the results can be refined byanalyzing the sorted set of clusters.
Keywords: K Means, Vector Space Model (VSM), Euclidean Distance, Text Clustering, Residual sum of square, TF-IDF, HAC. 

Full Text PDF
Impact Factor
Downloads
NEWS and Updates

Peer Review Process

 ICCEME -2020 conference     

Computer Science ,Electronics, Electrical  Engineering Information Technology, Civil, Computer Science and Engineering , Mechanical, Mechanical-Sandwich Petroleum, Production Instrumentation & Control, Automobile ,Chemical, Electronics Instrumentation& Control, Electronics & Telecommunication  Submit paper at oaijse@gmail.com

Special issue on Coronavirus "India & COVID-19" coming soon 


Organized  National Conference on SUSTAINABLE SOLID WASTE MANAGEMENT (SSWM)

@AMITY SCHOOL OF ENGINEERING & TECHNOLOGY

Department of Civil Engineering, Amity University Haryana,




Open Access License Policy

Abstracted and Indexed In