The purpose of this paper is to handle the anaphors through anaphora resolution in aspect-oriented sentiment analysis. Sentiment analysis is one of the predictive analytics of social media. In particular, the social media platform Twitter is an open platform to post the opinion by subscribers on contextual issues, events, products, individuals and organizations.

    Design/methodology/approach

    The sentiment polarity assessment is not deterministic to conclude the opinion of the target audience unless the polarity is assessed under diversified aspects. Hence, the aspect-oriented sentiment polarity assessment is a crucial objective of the opinion assessment over social media. However, the aspect-oriented sentiment polarity assessment often influences by the curse of anaphora resolution.

    Findings

    Focusing on these limitations, a scale to estimate the aspects oriented sentiment polarity under anaphors influence has been portrayed in this article. To assess the aspect-based sentiment polarity of the tweets, the anaphors of the tweets have been considered to assess the weightage of the tweets toward the sentiment polarity.

    Originality/value

    The experimental study presents the performance of the proposed model by comparing it with the contemporary models, which are estimating the sentiment polarity tweets under anaphors impact.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Scale to estimate the aspect-oriented sentiment polarity under anaphors influence (SPAI)


    Weitere Titelangaben:

    Scale to estimate SPAI


    Beteiligte:


    Erscheinungsdatum :

    2022-01-07


    Format / Umfang :

    18 pages




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    Estimate Sentiment of Crowds from Social Media during City Events

    Gong, Vincent X. / Daamen, Winnie / Bozzon, Alessandro et al. | Transportation Research Record | 2019


    PMI-based polarity computation for SVM-NN-based sentiment classification from user-generated reviews

    Padmavathy, P. / Mohideen, S. Pakkir / Gulzar, Zameer | Emerald Group Publishing | 2022



    Applying Aspect-Oriented Programming to Intelligent Synthesis

    Filman, Robert E. / Norvig, Peter | NTRS | 2000