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Sentic Computing Techniques, Tools, and Applications von Cambria, Erik (eBook)

  • Erscheinungsdatum: 28.07.2012
  • Verlag: Springer-Verlag
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Sentic Computing

In this book common sense computing techniques are further developed and applied to bridge the semantic gap between word-level natural language data and the concept-level opinions conveyed by these. In particular, the ensemble application of graph mining and multi-dimensionality reduction techniques is exploited on two common sense knowledge bases to develop a novel intelligent engine for open-domain opinion mining and sentiment analysis. The proposed approach, termed sentic computing, performs a clause-level semantic analysis of text, which allows the inference of both the conceptual and emotional information associated with natural language opinions and, hence, a more efficient passage from (unstructured) textual information to (structured) machine-processable data.


    Format: PDF
    Kopierschutz: AdobeDRM
    Seitenzahl: 153
    Erscheinungsdatum: 28.07.2012
    Sprache: Englisch
    ISBN: 9789400750708
    Verlag: Springer-Verlag
    Größe: 3780kBytes
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