A survey of Stemming Algorithms for Information Retrieval
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 3
Abstract
Abstract:Now a day’s text documents is advancing over internet, e-mails and web pages. As the use of internetis exponentially growing, the need of massive data storage is increasing. Normally many of the documentscontain morphological variables, so stemming which is a preprocessing technique gives a mapping of differentmorphological variants of words into their base word called the stem. Stemming process is used in informationretrieval as a way to improve retrieval performance based on the assumption that terms with the same stemusually have similar meaning. To do stemming operation on large data, we require normally more computationtime and power, to cope up with the need to search for a particular word in the data. In this paper, variousstemming algorithms are analyzed with the benefits and limitation of the recent stemming technique.
Authors and Affiliations
Brajendra Singh Rajput
Keywords
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