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 mining
- ISBN:
- 9783319886091
- 9783319886091
-
Category:
- Medical research
- Format:
- Paperback
- Publication Date:
-
06-06-2019
- Publisher:
- Springer International Publishing AG
- Country of origin:
- Switzerland
- Pages:
- 134
- Dimensions (mm):
- 235x155mm
- Weight:
- 0.45kg
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