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_aMagat, Angelito P. and Deodato, Karl Deo L.
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_aEnhancement of adapted lesk algorithm applied on word sense disambiguation /
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_cMagat, Angelito P. and Deodato, Karl Deo L.
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_cMarch 2011.46
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_a47 pp.
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_aunmediated
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_aUndergraduate Thesis: (BSCS major in Computer Science) - Pamantasan ng Lungsod ng Maynila, 2011.
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_aABSTRACT: People today uses the internet and computers for almost everything they do may it be personal or for professional use. In the fast pace life people live on. We tend to seek automation on most of our traditional activities. A very small fracture of all those activities is disambiguating words. The research that we present is about the Enhancement of Adapted Lesk Algorithm Applied on Word Sense Disambiguation. It uses the Adapted Lesk Algorithm as its main backbone in the process of word disambiguation where it is applied. The algorithm has been carefully analysed and broken down to ensure great improvement from its previous version. The existing algorithm is also capable on breaking down the senses of words to disambiguate any given group of words or sentence; however it also flaws and rooms for improvement. One of which is its capability of disambiguating a word in a holistic approach. The existing is unapparent of using the efficient approach that would cover all the words in any given example. Another of which is its incapability of utilizing the high probability that words in any given context are most likely having the same sense. Last among the deficiencies we have come up on the algorithm is the identification of relative sense which would greatly enhance its capability to disambiguate words. As the study progressed the researchers have come up on how the deficiencies of the existing algorithm be corrected. For the first mentioned problem, we made the algorithm use a holistic approach of disambiguation which is Global Disambiguation. For the following mentioned problem, the researchers came up on monosemy assurance among words to be disambiguated. Finally the algorithm is added of a filter that would remove unnecessary senses. With all this, the algorithm came up to be more efficient and accurate and at the same time more reliable through the different analysis and logical reasoning the proponents endeavoured upon.
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