A Practical Guide to Sentiment Analysis

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Beschreibung

Sentiment analysis research has been started long back and recently it is one of the demanding research topics. Research activities on Sentiment Analysis in natural language texts and other media are gaining ground with full swing. But, till date, no concise set of factors has been yet defined that really affects how writers¿ sentiment i.e., broadly human sentiment is expressed, perceived, recognized, processed, and interpreted in natural languages. The existing reported solutions or the available systems are still far from perfect or fail to meet the satisfaction level of the end users. The reasons may be that there are dozens of conceptual rules that govern sentiment and even there are possibly unlimited clues that can convey these concepts from realization to practical implementation. Therefore, the main aim of this book is to provide a feasible research platform to our ambitious researchers towards developing the practical solutions that will be indeed beneficial for our society,business and future researches as well.

Zusammenfassung

Bridges the gap between the manifestations of practical Sentiment analysis and its fundamental and theoretical aspects by inviting qualitative and quantitative studies from computational linguistics

Welcomes foundations and theories along with analytical, methodological, and empirical contributions

Real life applications of Social Affective Computing are also considered as a crucial theme

Inhaltsverzeichnis

Preface.- Affective Computing and Sentiment Analysis.- Many Facets of Sentiment Analysis .- Reflections on Sentiment/Opinion Analysis .- Challenges in Sentiment Analysis.- Sentiment Resources: Lexicons and Datasets.- Generative Models for Sentiment Analysis and Opinion Mining.- Social Media Summarization.- Deception Detection and Opinion Spam .- Concept-Level Sentiment Analysis with SenticNet.- Index.

Details

Erscheinungsjahr:	2018
Fachbereich:	Therapie
Genre:	Medizin
Rubrik:	Wissenschaften
Medium:	Taschenbuch
Seiten:	204
Reihe:	Socio-Affective Computing
Inhalt:	vii 196 S. 9 s/w Illustr. 7 farbige Illustr. 196 p. 16 illus. 7 illus. in color.
ISBN-13:	9783319856483
ISBN-10:	3319856480
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Redaktion:	Cambria, Erik Feraco, Antonio Bandyopadhyay, Sivaji Das, Dipankar
Herausgeber:	Erik Cambria/Dipankar Das/Sivaji Bandyopadhyay et al
Auflage:	Softcover reprint of the original 1st ed. 2017
Hersteller:	Springer International Publishing Socio-Affective Computing
Maße:	235 x 155 x 11 mm
Von/Mit:	Erik Cambria (u. a.)
Erscheinungsdatum:	25.07.2018
Gewicht:	0,361 kg