Análise de sentimentos baseada em aspectos para o Centro de Eco-Retratamento de Odisha
Análise de sentimentos baseada em aspectos para o Centro de Eco-Retratamento de Odisha

Análise de sentimentos baseada em aspectos para o Centro de Eco-Retratamento de Odisha


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About the Book

No âmbito dos objectivos globais sustentáveis, o crescimento económico é um dos principais desafios enfrentados por qualquer parte do mundo. Odisha, um dos estados orientais em desenvolvimento da Índia, tem muitos locais turísticos bem conhecidos que podem contribuir para a geração de receitas e para o crescimento económico. Recentemente, o seu governo planeou transformar alguns locais turísticos em "centros de retiro ecológico", o que pode atrair mais turistas para esses locais. Para atingir este objetivo, o feedback dos turistas deve ser analisado minuciosamente, o que permitirá melhorar a qualidade do serviço e o crescimento do sector do turismo. Neste contexto, é proposto um quadro de análise de sentimentos baseado em aspectos, com base nas opiniões de turistas no mapa do Google sobre o local turístico de Konark. Inicialmente, os comentários em linha são eliminados utilizando o Selenium. Em seguida, é proposto um método de aprendizagem por transferência utilizando e afinando o modelo BERT. O desempenho é comparado com outros modelos topo de gama. Além disso, para aumentar a velocidade de eliminação das críticas, é proposto um algoritmo Incremental Review Aggregator (IRA). Propõe-se também uma engenharia rápida e uma aprendizagem de poucos disparos com GPT3 para uma melhor compreensão dos aspectos. Finalmente, é desenvolvida uma aplicação baseada na Web para automatizar as tarefas.


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Product Details
  • ISBN-13: 9786207529513
  • Publisher: KS Omniscriptum Publishing
  • Binding: Paperback
  • Language: Portuguese
  • Returnable: N
  • Weight: 104 gr
  • ISBN-10: 6207529510
  • Publisher Date: 13 May 2024
  • Height: 229 mm
  • No of Pages: 60
  • Spine Width: 4 mm
  • Width: 152 mm


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Análise de sentimentos baseada em aspectos para o Centro de Eco-Retratamento de Odisha
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