Open Source Tools Applied to Text Data Recovery in Big Data Environments. Uso de Ferramentas Livres para Recuperação de Conteúdos Textuais em Ambientes Big Data

dc.contributor.authorAttorre B.F.M.
dc.contributor.authorSilva L.A.
dc.date.accessioned2024-03-13T00:58:01Z
dc.date.available2024-03-13T00:58:01Z
dc.date.issued2015
dc.description.abstract© SBC 2015.As the volume of data on the web continue to increase, it is getting more challenging for the search mechanism to find with a high precision rate what the users want to find. As a solution to improve these results, the development of a recommender engine, based on the content of the documents, would prove itself very useful. In this context, this research has the objective to show how the current search and indexing tools could be improved with recommendation, Machine Learning and textual analysis algorithms. The idea behind these project would be to, based on the content of the documents recovered in the search, find similar documents using most of the Open Source technology we have available right now.
dc.description.firstpage487
dc.description.lastpage492
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/36245
dc.relation.ispartofSBSI 2015 - Proceedings of the Annual Conference on Brazilian Symposium on Information Systems, Information Systems: A Computer Socio-Technical Perspective
dc.rightsAcesso Restrito
dc.subject.otherlanguagebig data
dc.subject.otherlanguageIndex tools
dc.subject.otherlanguageMachine Learning
dc.titleOpen Source Tools Applied to Text Data Recovery in Big Data Environments. Uso de Ferramentas Livres para Recuperação de Conteúdos Textuais em Ambientes Big Data
dc.typeArtigo de evento
local.scopus.citations1
local.scopus.eid2-s2.0-85063869391
local.scopus.subject'current
local.scopus.subjectData environment
local.scopus.subjectData recovery
local.scopus.subjectHigh-precision
local.scopus.subjectIndex tool
local.scopus.subjectMachine-learning
local.scopus.subjectOpen source tools
local.scopus.subjectPrecision rates
local.scopus.subjectSearch mechanism
local.scopus.subjectText data
local.scopus.updated2024-05-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85063869391&origin=inward
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