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Publication
Tags de opiniĆ£o
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| 1.86 MB | Adobe PDF |
Advisor(s)
Abstract(s)
As tags podem ser utilizadas com diferentes propĆ³sitos, entre os quais organizar os recursos para fins pessoais e partilhar informaĆ§Ć£o potencialmente relevante com outros utilizadores.
Este trabalho conjuga diversas Ć”reas de conhecimento e explora a utilizaĆ§Ć£o de tags, debruƧando-se numa categoria em particular que engloba as tags de opiniĆ£o. Estas podem ser usadas para expressar sentimentos ou opiniƵes sobre os recursos.
Foram realizadas anĆ”lises sobre a utilizaĆ§Ć£o de tags na loja online Amazon. Recolhida uma amostra de dados, as tags foram classificadas e analisadas segundo diversos aspectos, inclusive quanto Ć sua polaridade.
AlĆ©m da atribuiĆ§Ć£o de tags, na Amazon Ć© possĆvel atribuir pontuaƧƵes (de 1 a 5) aos recursos. Neste trabalho compararam-se ainda as duas formas referidas de classificaĆ§Ć£o de recursos, verificando a existĆŖncia de alguma correspondĆŖncia entre ambas, com significado estatĆstico.
Adicionalmente, foi desenvolvido um classificador semi-automĆ”tico que tem como objectivo classificar as tags atribuĆdas aos recursos para proporcionar uma classificaĆ§Ć£o rĆ”pida e eficiente da polaridade das tags que considera tambĆ©m a informaĆ§Ć£o disponĆvel sobre os recursos durante o processo.
Tags can be used for different purposes, including organizing resources for personal use and sharing potentially relevant information with other users. This work combines several knowledge areas and explores the use of tags, in particular the opinion tags. These can be used to express feelings or opinions about the resources. Analyses were performed on the use of tags in the Amazon online store. After selecting a data sample, the tags were classified and analyzed according to various aspects, including their polarity. In addition to the allocation of tags in Amazon, scores (1-5) can be assigned to resources. This work also compared the two mentioned resource classification forms, checking for any correspondence between them, with a statistical significance. Additionally, we developed a semi-automatic classifier which aims to classify the tags assigned to resources to provide a fast and efficient classification of the polarity of the tags that also considers the available information on the resources during the process.
Tags can be used for different purposes, including organizing resources for personal use and sharing potentially relevant information with other users. This work combines several knowledge areas and explores the use of tags, in particular the opinion tags. These can be used to express feelings or opinions about the resources. Analyses were performed on the use of tags in the Amazon online store. After selecting a data sample, the tags were classified and analyzed according to various aspects, including their polarity. In addition to the allocation of tags in Amazon, scores (1-5) can be assigned to resources. This work also compared the two mentioned resource classification forms, checking for any correspondence between them, with a statistical significance. Additionally, we developed a semi-automatic classifier which aims to classify the tags assigned to resources to provide a fast and efficient classification of the polarity of the tags that also considers the available information on the resources during the process.
Description
Keywords
Folksonomia Tags de opiniĆ£o Amazon Folksonomy Opinion tags
Pedagogical Context
Citation
Publisher
Instituto PolitƩcnico do Porto. Instituto Superior de Engenharia do Porto