Sentiment Analysis in the Bio-Medical Domain
Synopsis
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
- कॉपीराईट:
- 2017 Springer
Book Details
- Book Quality:
- ISBN-13:
- 9783319684680
- Publisher:
- Springer International Publishing, Cham
- Date of Addition:
- 2018-01-24T07:36:45Z
- भाषा:
- English
- श्रेणी:
- Usage Restrictions:
- This is a copyrighted book.