Sentiment Analysis in the Bio-Medical Domain
Author | : Ranjan Satapathy |
Publisher | : Springer |
Total Pages | : 151 |
Release | : 2018-01-23 |
ISBN-10 | : 9783319684680 |
ISBN-13 | : 331968468X |
Rating | : 4/5 (80 Downloads) |
Download or read book Sentiment Analysis in the Bio-Medical Domain written by Ranjan Satapathy and published by Springer. This book was released on 2018-01-23 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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