Skip to main content
SpringerLink
Log in
Book cover

A Practical Guide to Sentiment Analysis

  • Book
  • © 2017

Overview

Editors:
  1. Erik Cambria

    1. School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Dipankar Das

    1. Computer Science and Engineering Department, Jadavpur University, Kolkata, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Sivaji Bandyopadhyay

    1. Computer Science and Engineering Department, Jadavpur University, Kolkata, India

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Antonio Feraco

    1. Fraunhofer IDM@NTU, Nanyang Technological University, Singapore, Singapore

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • 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

Part of the book series: Socio-Affective Computing (SAC, volume 5)

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (9 chapters)

  1. Front Matter

    Pages i-vii
    Download chapter PDF

  2. Affective Computing and Sentiment Analysis

    • Erik Cambria, Dipankar Das, Sivaji Bandyopadhyay, Antonio Feraco
    Pages 1-10

  3. Many Facets of Sentiment Analysis

    • Bing Liu
    Pages 11-39

  4. Reflections on Sentiment/Opinion Analysis

    • Jiwei Li, Eduard Hovy
    Pages 41-59

  5. Challenges in Sentiment Analysis

    • Saif M. Mohammad
    Pages 61-83

  6. Sentiment Resources: Lexicons and Datasets

    • Aditya Joshi, Pushpak Bhattacharyya, Sagar Ahire
    Pages 85-106

  7. Generative Models for Sentiment Analysis and Opinion Mining

    • Hongning Wang, ChengXiang Zhai
    Pages 107-134

  8. Social Media Summarization

    • Vasudeva Varma, Litton J. Kurisinkel, Priya Radhakrishnan
    Pages 135-153

  9. Deception Detection and Opinion Spam

    • Paolo Rosso, Leticia C. Cagnina
    Pages 155-171

  10. Concept-Level Sentiment Analysis with SenticNet

    • Federica Bisio, Claudia Meda, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
    Pages 173-188

  11. Back Matter

    Pages 189-196
    Download chapter PDF
Back to top

Keywords

About this book

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.

Editors and Affiliations

  • School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore

    Erik Cambria

  • Computer Science and Engineering Department, Jadavpur University, Kolkata, India

    Dipankar Das, Sivaji Bandyopadhyay

  • Fraunhofer IDM@NTU, Nanyang Technological University, Singapore, Singapore

    Antonio Feraco

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation