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PolyWordNet: Analogous to Human Mind for Word Sense Disambiguation

Show simple item record Dhungana, Udaya Raj Shakya, Subarna 2020-07-14T01:09:58Z 2020-07-14T01:09:58Z 2020-09-01
dc.identifier.issn 2210-142X
dc.description.abstract PolyWordNet is a new lexical database which deals with the organization of senses of polysemy words. It mimics the way how human mind organizes senses of polysemy words and their related words to analyze and determine correct meaning of a polysemy word in a given context. A related word of a sense of a polysemy word is a word which provides necessary and sufficient context to disambiguate the meaning of the polysemy word. A context with a polysemy word must contain at least one related word that determines the correct sense of the polysemy word. The PolyWordNet utilizes this fact to organize the senses of a polysemy word with their corresponding related words. PolyWordNet is completely different than that of dictionary and WordNet. The words which spell similar come together in dictionary. The words with similar meaning come together in WordNet. The same words, in WordNet, are connected to the multiple senses of the same polysemy word. This introduces an ambiguity. This ambiguity is resolved in PolyWordNet by linking one related word only with a single sense of the same polysemy word. The PolyWordNet can be used to disambiguate senses of polysemy words more precisely and more efficiently. en_US
dc.language.iso en en_US
dc.publisher University of Bahrain en_US
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 International *
dc.rights.uri *
dc.subject PolyWordNet en_US
dc.subject WordNet en_US
dc.subject Dictionary en_US
dc.title PolyWordNet: Analogous to Human Mind for Word Sense Disambiguation en_US
dc.type Article en_US
dc.volume 9 en_US
dc.issue 5
dc.pagestart 835 en_US
dc.pageend 850 en_US
dc.source.title International Journal of Computing and Digital Systems en_US
dc.abbreviatedsourcetitle IJCDS en_US

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