Please use this identifier to cite or link to this item: http://hdl.handle.net/10603/24674
Title: Effective distributed document clustering employing ontology
Researcher: Thangamani M
Guide(s): Thangaraj P
Keywords: Genetic Fuzzy Ontology Model
Information and communication engineering
Ontology
Upload Date: 5-Sep-2014
University: Anna University
Completed Date: 01/01/2012
Abstract: The availability of large quantity of text documents from the world wide web and business document management systems has made the dynamic separation of texts into new categories as a very important task for every business intelligence system Text document clustering is one of the emerging and most needed clustering techniques used to cluster documents with regard to similarity among documents It is used widely in digital library management system in the modern context Likewise document clustering is widely applicable in areas such as search engines web mining information retrieval and topological analysis The increase in the number of documents worldwide leads to the newlinedifficulty of classifying those documents according to the needs Clustering analysis is one of the main research areas of artificial intelligence and data mining Its fundamental task is to utilize characters to compute the degree of related relationship between objects and to accomplish automatic classification without any prior knowledge Document clustering utilizes clustering technique to gather the documents of high resemblance collectively by computing the documents resemblance newline newline
Pagination: xxi, 196p.
URI: http://hdl.handle.net/10603/24674
Appears in Departments:Faculty of Information and Communication Engineering

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01_title.pdfAttached File25.83 kBAdobe PDFView/Open
02_certificate.pdf511.4 kBAdobe PDFView/Open
03_abstract.pdf13.73 kBAdobe PDFView/Open
04_acknowledgement.pdf6.61 kBAdobe PDFView/Open
05_contents.pdf30.11 kBAdobe PDFView/Open
06_chapter1.pdf111 kBAdobe PDFView/Open
07_chapter2.pdf219.19 kBAdobe PDFView/Open
08_chapter3.pdf181.47 kBAdobe PDFView/Open
09_chapter4.pdf367.81 kBAdobe PDFView/Open
10_chapter5.pdf170.82 kBAdobe PDFView/Open
11_chapter6.pdf2.49 MBAdobe PDFView/Open
12_chapter7.pdf18.36 kBAdobe PDFView/Open
13_appendix.pdf872.87 kBAdobe PDFView/Open
14_references.pdf45.57 kBAdobe PDFView/Open
15_publications.pdf8.69 kBAdobe PDFView/Open
16_vitae.pdf6.5 kBAdobe PDFView/Open


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