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Alexander Osherenko

    Opinion mining and lexical affect sensing
    Social Interaction, Globalization and Computer-Aided Analysis
    • Opinion mining and lexical affect sensing

      Computer-aided analysis of opinions and emotions in texts

      • 276pagine
      • 10 ore di lettura

      The dissertation presents an interdisciplinary study combining linguistic and psychological insights to categorize opinions and emotions in texts through computer-aided methods. It examines various emotional corpora, including movie reviews and weblogs, and outlines different classification approaches: statistical, semantic, and a hybrid of both. Additionally, it explores affect sensing through multimodal fusion of lexical and acoustic data. The work concludes with a discussion of its contributions and potential future research directions.

      Opinion mining and lexical affect sensing