Disambiguating Words Senses with the Aid of Wikipedia

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Disambiguating Words Senses with the Aid of Wikipedia - scientific work related to Wikipedia quality published in 2013, written by Abdullah Bawakid, Mourad Oussalah, Naveed Afzal, Seong-O Shim and Syed Ahsan.

Overview

In this paper, a novel framework for extracting and using features from Wikipedia for the task of Word Sense Disambiguation is presented. Authors highlight how the features are extracted, re-organized and applied for building what authors call term-concepts table. Authors utilize the internal structure within Wikipedia such as its categories structure and inter links while building the proposed framework. Authors describe an evaluation authors ran on the built framework to test its effectiveness in the application of Disambiguating Word Senses. Authors also report the obtained results and compare them with those of other competing systems. (Bawakid A, Oussalah M, Afzal N, Shim S, Ahsan S. Disambiguating Word Senses with the Aid of Wikipedia.

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