Improved Document Clustering Using Multi View Point Graph Index Model

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Provided by: International Journal of Computer & Organization Trends(IJCOT)
Topic: Data Management
Format: PDF
Clustering is among the data mining and text mining techniques designed to analyze datasets by dividing it into meaningful groups. The data points (objects) inside the dataset can have certain relationships among them. All clustering algorithms assume this are applied to various datasets. The existing algorithms for text mining make use of a single viewpoint for measuring similarity between objects. Their drawback is the fact that the clusters can't exhibit comprehensive variety of relationships among objects.
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