Document Clustering for DLs

Outline

A Comparison of Document Clustering Techniques

What are the general applications of document clustering ?

Application of Document Clustering in DLs

Common Clustering Techniques

Agglomerative Hierarchical Clustering

Distance Functions

K-means Clustering

K-means Algorithm

Bisecting K-means Algorithm

Evaluation

Web Classification using Support Vector Machine

Motivation

Objective

Experiments

Results

Discussion

Q & A