Title :
Performance analysis of single and complete link during Agglomerative clustering of question papers by tagging the questions and trend analysis using single link
Author :
Mishra, Rasendu B. ; Modi, Nilesh K. ; Shah, Rushabh R.
Author_Institution :
CSE Dept., Nirma Univ., Ahmedabad, India
Abstract :
The paper discusses here about clustering question papers, by tagging the questions of each paper, using Agglomerative clustering methods using single and complete link. The paper clearly shows the number of papers clustered in various iterations, time consumed in clustering the papers completely and finally the clustering result. The clustering is done based on Euclidean Distance measures for similarity calculations. The paper also demonstrates the trend after clustering using single link.
Keywords :
geometry; pattern clustering; Euclidean distance; agglomerative clustering; complete link; single link; Time measurement; Agglomerative Clustering; Complete Link; Euclidean Distance; Partition Clustering; Single Link;
Conference_Titel :
Advanced Communication Control and Computing Technologies (ICACCCT), 2014 International Conference on
Conference_Location :
Ramanathapuram
Print_ISBN :
978-1-4799-3913-8
DOI :
10.1109/ICACCCT.2014.7019161