Sentiment Analysis in the Bio-Medical Domain

Techniques, Tools, and Applications

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Computer Science, Health & Well Being, Medical
Cover of the book Sentiment Analysis in the Bio-Medical Domain by Erik Cambria, Amir Hussain, Ranjan Satapathy, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Erik Cambria, Amir Hussain, Ranjan Satapathy ISBN: 9783319684680
Publisher: Springer International Publishing Publication: January 23, 2018
Imprint: Springer Language: English
Author: Erik Cambria, Amir Hussain, Ranjan Satapathy
ISBN: 9783319684680
Publisher: Springer International Publishing
Publication: January 23, 2018
Imprint: Springer
Language: English

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

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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

More books from Springer International Publishing

Cover of the book Optimal Trajectory Planning and Train Scheduling for Urban Rail Transit Systems by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Psychotherapy by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Quantum Theory, Groups and Representations by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Ubiquitous Computing in the Workplace by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book The Changing Shape of Politics by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Computational Intelligence by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Recent Advances in Information Systems and Technologies by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Clinical Perspectives on Meaning by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Micro- and Nanoflows by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Beauty and Body Dysmorphic Disorder by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Durability of Springs by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book A History of Biophysics in Contemporary China by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Portfolio Analytics by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book New Conversations on the Problems of Identity, Consciousness and Mind by Erik Cambria, Amir Hussain, Ranjan Satapathy
Cover of the book Bottom-Up Self-Organization in Supramolecular Soft Matter by Erik Cambria, Amir Hussain, Ranjan Satapathy
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy