Word Sense Disambiguation of Bengali Words using FP-Growth Algorithm

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dc.contributor.authorKaysar, Mohammad Shibli
dc.contributor.authorKhaled, Md. Asif Bin
dc.contributor.authorHasan, Mahady
dc.contributor.authorKhan, Mohammad Ibrahim
dc.date.accessioned2026-07-06T21:14:28Z
dc.date.available2026-07-06T21:14:28Z
dc.date.issued7-Feb-2019
dc.description.abstractWord Sense Disambiguation (WSD) is the
dc.description.abstracttask of determining the specific meaning of an ambiguous
dc.description.abstractword according to the context. In the realm of
dc.description.abstractnatural language processing, WSD is an open problem,
dc.description.abstractand its development can significantly assist in humanlevel
dc.description.abstractmachine translation. In this paper, we have proposed
dc.description.abstracta system for Bengali Word Sense Disambiguation
dc.description.abstractthrough the FP-Growth algorithm. Moreover, we have
dc.description.abstractalso implemented the Apriori algorithm and presented
dc.description.abstractan analysis on both of them to explain how the FPGrowth
dc.description.abstractalgorithm outperforms the Apriori algorithm
dc.description.abstractperforming Bengali Word Sense Disambiguation. Furthermore,
dc.description.abstractIn the testing phase we have found that for
dc.description.abstract80% of the test sentences, our proposed method can
dc.description.abstractretrieve the exact meaning of an ambiguous word
dc.identifier.otherhttp://103.99.128.19:8080/jspui/handle/123456789/321
dc.identifier.urihttp://103.99.128.19:8080/xmlui/handle/123456789/321
dc.publisherFaculty of Electrical and Computer Engineering, CUET
dc.sourceCUET Digital Repository
dc.subjectnatural language processing
dc.subjectword sense disambiguation
dc.subjectfp-growth algorithm
dc.subjectapriori algorithm
dc.subjectassociation rule
dc.titleWord Sense Disambiguation of Bengali Words using FP-Growth Algorithm
dc.title.alternativeInternational Conference on Electrical, Computer and Communication Engineering (ECCE-2019)

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