Buch, Englisch, Band 2, 153 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 271 g
Techniques, Tools, and Applications
Buch, Englisch, Band 2, 153 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 271 g
Reihe: SpringerBriefs in Cognitive Computation
ISBN: 978-94-007-5069-2
Verlag: Springer Netherlands
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.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Informatik Natürliche Sprachen & Maschinelle Übersetzung
- Sozialwissenschaften Psychologie Allgemeine Psychologie Kognitionspsychologie
- Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
Weitere Infos & Material
1. Introduction. - 2. Background. - 3. Techniques. - 4. Tools. - 5. Applications. - 6. Concluding Remarks.
