Sentiment Analysis in the Bio-Medical Domain

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Details

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

Autorentext
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.


Inhalt
Introduction.- Literature Survey.- SenticNet.- Contribution to Sentiment Analysis.- Conclusion and Future Work.- Index.

Weitere Informationen

  • Allgemeine Informationen
    • GTIN 09783319684673
    • Sprache Englisch
    • Auflage 1st edition 2017
    • Größe H241mm x B160mm x T14mm
    • Jahr 2018
    • EAN 9783319684673
    • Format Fester Einband
    • ISBN 3319684671
    • Veröffentlichung 01.02.2018
    • Titel Sentiment Analysis in the Bio-Medical Domain
    • Autor Ranjan Satapathy , Amir Hussain , Erik Cambria
    • Untertitel Techniques, Tools, and Applications
    • Gewicht 442g
    • Herausgeber Springer International Publishing
    • Anzahl Seiten 160
    • Lesemotiv Verstehen
    • Genre Medical Books

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