The issues faced by sentiment classification in sentiment analysis are a growing research field. The main goal of the sentiment classification is to classify the text into various sentiment classes, like negative class or positive class. Here, a technique for the sentiment analysis of the movie reviews from community media is introduced. Hybrid Corrective Critic Neural Network is used for the purpose. The movie reviews collected from the community media are fed to pre-processing for removing unnecessary and redundant words from the data. After pre-processing, the feature extraction is carried out. Sentiment related features, such as Hashtags, All - caps, Emoticons, sentiment lexicon and elongated units from the reviews are used. Based on the extracted features, the sentiment classification is performed by Hybrid Corrective Critic Neural Network. Evaluation is carried out on the output generated by the developed technique based on metrics sensitivity, specificity and accuracy. The reviews from the movie review database are used for training the approach. The proposed Hybrid Corrective Critic Neural Network based sentiment classification is found to be effective with accuracy of 74.42%.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Hybrid Corrective Critic Neural Network for Sentiment Classification in Community Media


    Beteiligte:
    Jagdale, Jayashree (Autor:in) / Emmanuel, M (Autor:in)


    Erscheinungsdatum :

    01.06.2019


    Format / Umfang :

    3552119 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Convolutional Neural Networks for Chinese Sentiment Classification of Social Network

    He, Jia / Zou, Maoyang / Liu, Ping | British Library Conference Proceedings | 2017


    ADAPTIVE CRITIC NEURAL NETWORK BASED TERMINAL AREA ENERGY MANAGEMENT/ENTRY GUIDANCE

    Grantham, K. / AIAA | British Library Conference Proceedings | 2003



    Neural network modeling and adaptive critic control of automotive fuel-injection systems

    Kovalenko, O. / Liu, Derong / Javaherian, H. | Tema Archiv | 2004


    The critic

    TIBKAT | 1.1871,3; mehr nicht digitalisiert