Accuracy of Textual Document Clustering With Semantic Approach: Natural Language Processing with Semantic by the help of WordNet. The accuracy of Clustering is assured by F-Measure

Fahad, S. K. Ahammad

ISBN 10: 6133991720 / ISBN 13: 9786133991729

Published by LAP LAMBERT Academic Publishing, 2017

About this Item

144 pages. 8.66x5.91x0.33 inches. In Stock.

Seller Inventory # zk6133991720

Bibliographic Details

• Title: Accuracy of Textual Document Clustering With Semantic Approach: Natural Language Processing with Semantic by the help of WordNet. The accuracy of Clustering is assured by F-Measure
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2017
• Language: English
• ISBN 10: 6133991720
• ISBN 13: 9786133991729
• Binding: Paperback
• Condition: Brand New
• Weight: 0.26 kilograms

About this title

Synopsis

Now the age of information technology, textual document is spontaneously increasing over the internet, e-mail, web pages, offline & online reports, journals, articles and those are stored in the electronic database format. Millions of new text file created in a day, for the lackings of classification, people miss vast information those are useful to several challenges. To maintain and access those documents are very difficult without adequate rating and when there has classification without any information provide call clustering. To overcome such difficulties K-means and others old clustering algorithms are unfit to impart as may be expected on Natural languages. Because of high-dimensional about texts, the presence of logical structure clues within the texts and novel segmentation techniques have taken advantage of advances in generative topic modeling algorithms, specifically designed to spot questions at intervals text to cipher word topic distributions. So considering the limitation, COBWEB conceptual clustering algorithm applied to the preprocessed data. For ensuring the accuracy of clusters, the f-measure accuracy measuring methods selected for evaluating the clusters.

About the Author

Mr. SK Ahammad Fahad achieves his Master’s from Al-Madinah International University (Malaysia). He earned a Bachelor's degree at IBAIS University (Bangladesh). Currently, he is working in Natural Language Processing with semantics and lexicon database on different Languages.