Simple Search:

Building a French Stemmer Using a Dictionary of French Root Words


Idi, Fulayi (1999) Building a French Stemmer Using a Dictionary of French Root Words. Masters thesis, Universiti Putra Malaysia.

Abstract / Synopsis

In this thesis, a strong French stemming algorithm based on a dictionary of French root words is developed. Four modules are observed for this purpose. The first module deals with the development of a list of French root words, and a list of affixes, that is, prefixes, suffixes, and prefix-suffix pairs. The second module removes the punctuation from words to be stemmed. It also removes stop words from the corpus to be stemmed. After this second module, words are noise-free, and this leads to the third module, that is, the stemming proper. The stemming order adopted is prefix, then suffix, and finally prefix-suffix pairs. Any word to be stemmed is first compared to a dictionary of French root words to check if it is a root word. Then, the actual stemming process is performed. The stemming algorithm constructed is tested using selected criteria, among which are inflection removal, prefix stripping and suffix stripping. For all these tests, the new French stemming algorithm performs better than the existing French stemmer, Savoy's stemmer. Tests are also carried out to check the performance of the new French stemmer in terms of understemming, overstemming, ambiguous stemming and dictionary error. The new French stemmer has fewer understemming, overstemming, and ambiguous stemming than Savoy's stemmer. However, the new stemmer has more dictionary born errors than Savoy's stemmer.

Download File

[img] PDF

Download (1MB)

Additional Metadata

Item Type: Thesis (Masters)
Subject: French language
Call Number: FSKTM 1999 2
Chairman Supervisor: Hjh. Fatimah Ahmad, PhD
Divisions: Faculty of Computer Science and Information Technology
Depositing User: Laila Azwa Ramli
Date Deposited: 17 Feb 2011 14:56
Last Modified: 17 Feb 2011 14:57
Statistic Details: View Download Statistic

Actions (login required)

View Item View Item