An Improved Hierarchical Technique for Document Clustering
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Computer Science & Engineering | India | Volume 4 Issue 4, April 2015

An Improved Hierarchical Technique for Document Clustering

Priti B. Kudal, Prof. Manisha Naoghare

Data mining is the process of non-trivial discovery from implied, previously unknown, and potentially useful information from data in large databases. Hence it is a core element in knowledge discovery, often used synonymously. Clustering, one of technique for data mining used for grouping similar terms together. Earlier statistical analysis used in text mining depends on term frequency.Then, new concept based text mining model was introduced which analyses terms. Clustering of document is useful for the purpose of document organization, summarization, and information retrieval in an efficient way. Initially, clustering is applied for enhancing the information retrieval techniques. Of late, clustering techniques have been applied in the areas which involve browsing the gathered data or in categorizing the outcome provided by the search engines for the reply to the query raised by the users. In this paper, we are providing a comprehensive survey over the document clustering.

Keywords: Data Mining, Clustering, Classification, Similarity Measure, Term Frequency

Edition: Volume 4 Issue 4, April 2015

Pages: 1983 - 1986

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How to Cite this Article?

Priti B. Kudal, Prof. Manisha Naoghare, "An Improved Hierarchical Technique for Document Clustering", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB153504, Volume 4 Issue 4, April 2015, 1983 - 1986

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