scholarly journals An Adapted Lesk Algorithm for Word Sense Disambiguation Using WordNet

2002 ◽  
pp. 136-145 ◽  
Author(s):  
Satanjeev Banerjee ◽  
Ted Pedersen
Keyword(s):  
Word Sense Disambiguation ◽  
Word Sense ◽  
Sense Disambiguation ◽  
Lesk Algorithm

Ontology Matching using BabelNet Dictionary and Word Sense Disambiguation Algorithms

2017 ◽  
Vol 5 (1) ◽  
pp. 196 ◽  
Author(s):  
Mohamed Biniz ◽  
Rachid El Ayachi ◽  
Mohamed Fakir
Keyword(s):  
Natural Language Processing ◽  
Language Processing ◽  
Word Sense Disambiguation ◽  
Similarity Measures ◽  
Ontology Matching ◽  
Word Sense ◽  
Sense Disambiguation ◽  
Lesk Algorithm ◽  
Reference Ontology ◽  
Selection Of

<p>Ontology matching is a discipline that means two things: first, the process of discovering correspondences between two different ontologies, and second is the result of this process, that is to say the expression of correspondences. This discipline is a crucial task to solve problems merging and evolving of heterogeneous ontologies in applications of the Semantic Web. This domain imposes several challenges, among them, the selection of appropriate similarity measures to discover the correspondences. In this article, we are interested to study algorithms that calculate the semantic similarity by using Adapted Lesk algorithm, Wu &amp; Palmer Algorithm, Resnik Algorithm, Leacock and Chodorow Algorithm, and similarity flooding between two ontologies and BabelNet as reference ontology, we implement them, and compared experimentally. Overall, the most effective methods are Wu &amp; Palmer and Adapted Lesk, which is widely used for Word Sense Disambiguation (WSD) in the field of Automatic Natural Language Processing (NLP).</p>

scholarly journals Adapted Lesk Algorithm based Word Sense Disambiguation using the Context Information

2020 ◽  
Vol 11 (3) ◽  
Author(s):  
Manish Kumar ◽  
Prasenjit Mukherjee ◽  
Manik Hendre ◽  
Manish Godse ◽  
Baisakhi Chakraborty
Keyword(s):  
Word Sense Disambiguation ◽  
Context Information ◽  
Word Sense ◽  
Sense Disambiguation ◽  
Lesk Algorithm

scholarly journals Word Sense Disambiguation in Hindi Language Using Score Based Modified Lesk Algorithm

2021 ◽  
Vol 10 (1) ◽  
pp. 939-954
Author(s):  
Praffullit Tripathi ◽  
Prasenjit Mukherjee ◽  
Manik Hendre ◽  
Manish Godse ◽  
Baisakhi Chakraborty
Keyword(s):  
Word Sense Disambiguation ◽  
Word Sense ◽  
Sense Disambiguation ◽  
Lesk Algorithm ◽  
Hindi Language

Graph Based Word Sense Disambiguation Method Using Distance Between Words

2012 ◽  
Vol 23 (4) ◽  
pp. 776-785 ◽  
Author(s):  
Zhi-Zhuo YANG ◽  
He-Yan HUANG
Keyword(s):  
Word Sense Disambiguation ◽  
Word Sense ◽  
Sense Disambiguation
Sign in / Sign up

Export Citation Format

Share Document