Sentiment Analysis in the Bio-medical Domain: Techniques, Tools, and Applications - Couverture rigide

Satapathy, Ranjan; Cambria, Erik; Hussain, Amir

9783319684673: Sentiment Analysis in the Bio-medical Domain: Techniques, Tools, and Applications

Couverture rigide

ISBN 10 : 3319684671 ISBN 13 : 9783319684673

Editeur : Springer International Publishing AG, 2018

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Offers a novel approach to combine computational complexity and machine learning
Demonstrates a construction of Medical Lexicon for the sole purpose of Sentiment Analysis in Bio-medical Domain
Includes a special chapter on experimental results obtained on the medical lexicon built

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

� propos de l?auteur

Mr. Ranjan Satapathy is currently pursuing Ph.D., at the School of Computer Science and Engg., NTU Singapore under the supervision of Dr. Erik Cambria. His major research interests are deep learning, sentiment analysis and natural language processing.

He completed his Bachelor's degree in Computer Science and Engg., from IIIT-Bhubaneswar, India in 2013. He further recieved a M.Tech degree from University of Hyderabad, India in 2016, with majors in Computer Science. During his pursuits of Master's degree, he joined Dr. Cambria's research group SenticNet as an intern, where he worked on bio-medical sentiment analysis. This exposure and a keen-to-learn attitude motivated him to apply for Ph.D under Dr. Cambria.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Springer International Publishing AG
Date d'�dition: 2018
Langue: anglais
ISBN 10: 3319684671
ISBN 13: 9783319684673
Reliure: Reli�
Num�ro d'�dition: 1
Nombre de pages: 134
Coordonn�es du fabricant: non disponible
Personne responsable: CMN Printpool Inh. Mathis Neumann
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Sentiment Analysis in the Bio-Medical Domain

Ranjan Satapathy|Erik Cambria|Amir Hussain

Edit� par Springer International Publishing, 2018

ISBN 10 : 3319684671 ISBN 13 : 9783319684673

Neuf Couverture rigide

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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Mr. Ranjan Satapathy is currently pursuing Ph.D., at the School of Computer Science and Engg., NTU Singapore under the supervision of Dr. Erik Cambria. His major research interests are deep learning, sentiment analysis and natural language processing. He. N� de r�f. du vendeur 160354415

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Sentiment Analysis in the Bio-Medical Domain : Techniques, Tools, and Applications

Ranjan Satapathy

Edit� par Springer International Publishing, 2018

ISBN 10 : 3319684671 ISBN 13 : 9783319684673

Neuf Couverture rigide

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N� de r�f. du vendeur 9783319684673

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Sentiment Analysis in the Bio-Medical Domain

Ranjan Satapathy

Edit� par Springer International Publishing Feb 2018, 2018

ISBN 10 : 3319684671 ISBN 13 : 9783319684673

Neuf Couverture rigide

impression � la demande

Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 160 pp. Englisch. N� de r�f. du vendeur 9783319684673

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Sentiment Analysis in the Bio-Medical Domain

Ranjan Satapathy

Edit� par Springer International Publishing, Springer International Publishing Feb 2018, 2018

ISBN 10 : 3319684671 ISBN 13 : 9783319684673

Neuf Couverture rigide

Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Buch. Etat : Neu. Neuware -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 miningSpringer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 160 pp. Englisch. N� de r�f. du vendeur 9783319684673

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