Sentiment Analysis in the Bio-Medical Domain Techniques, Tools, and Applications
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- Hardcover
- Taschenbuch ausgewählt
- eBook
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Sprache:Englisch
Fr. 192.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
06.06.2019
Abbildungen
XXIV, 134 p. 45 illus., 33 illus. in color.
Verlag
SpringerSeitenzahl
134
Maße (L/B/H)
23.5/15.5/0.9 cm
Gewicht
283 g
Auflage
Softcover reprint of the original 1st ed. 2017
Sprache
Englisch
ISBN
978-3-319-88609-1
The abundance of text available in social media and health-related forums and blogs have recently attracted the interest of the public health community to use these sources for opinion mining. This book presents a lexicon-based approach to sentiment analysis in the bio-medical domain, i.e., WordNet for Medical Events (WME). This book gives an insight in handling unstructured textual data and converting it to structured machine-processable data in the bio-medical domain.
The readers will discover the following key novelties:
1) development of a bio-medical lexicon: WME expansion and WME enrichment with additional features.;
2) ensemble of machine learning and computational creativity;
3) development of microtext analysis techniques to overcome the inconsistency in social communication.
It will be of interest to researchers in the fields of socially-intelligent human-machine interaction and biomedical text miningNoch keine Bewertungen vorhanden
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