| Sentiment Analysis in the Bio-Medical Domain: Techniques, Tools, and Applications Softcover Repri Edition Contributor(s): Satapathy, Ranjan (Author), Cambria, Erik (Author), Hussain, Amir (Author) |
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ISBN: 3319886096 ISBN-13: 9783319886091 Publisher: Springer OUR PRICE: $161.49 Product Type: Paperback - Other Formats Published: June 2019 |
| Additional Information |
| BISAC Categories: - Medical | Research - Computers | Intelligence (ai) & Semantics - Computers | Computer Science |
| Dewey: 004 |
| Series: Socio-Affective Computing |
| Physical Information: 134 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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 |