Sentiment Analysis and Opinion Mining

Summary

This book is a comprehensive introductory and survey text that covers all important topics and the latest developments in the field with over 400 references and is suitable for students, researchers and practitioners who are interested in social media analysis in general and sentiment analysis in particular.

Keywords

Sentiment analysis, Computer science, Data science, Data mining, Natural language processing

References

Handbook of Natural Language ProcessingNitin Indurkhya, Fred J. Damerau — 2010
Extracting Aspect-Evaluation and Aspect-Of Relations in Opinion MiningNozomi Kobayashi, Kentaro Inui, Yūji Matsumoto — 2007
Improving Blog Polarity Classification via Topic Analysis and Adaptive MethodsFeifan Liu, Dong Wang, Bin Li — 2010
SENTIWORDNET: A Publicly Available Lexical Resource for Opinion MiningAndrea Esuli, Fabrizio Sebastiani — 2006
Compositional Matrix-Space Models for Sentiment AnalysisAinur Yessenalina, Claire Cardie — 2011
Multi-Document Summarization of Evaluative TextGiuseppe Carenini, Jackie Chi Kit Cheung, Adam Pauls — 2006
Transfer Learning for Multiple-Domain Sentiment Analysis - Identifying Domain Dependent/Independent Word PolarityYasuhisa Yoshida, Tsutomu Hirao, Tomoharu Iwata — 2011
Crystal: Analyzing Predictive Opinions on the WebSoo-Min Kim, Eduard Hovy — 2007
Reranking Models in Fine-grained Opinion AnalysisRichard Johansson, Alessandro Moschitti — 2010
Analysis of Social Influence in Online Book ReviewsPatty Sakunkoo, Nathan Sakunkoo — 2009
Low-Quality Product Review Detection in Opinion SummarizationJingjing Liu, Yunbo Cao, Chin-Yew Lin — 2007
Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsRichard Socher, Jeffrey Pennington, Eric Huang — 2011
RevRank: A Fully Unsupervised Algorithm for Selecting the Most Helpful Book ReviewsOren Tsur, Ari Rappoport — 2009
Finding Opinionated Blogs Using Statistical Classifiers and Lexical FeaturesFeifan Liu, Bin Li, Yang Liu — 2009
Affect in Text and SpeechEbba Cecilia Ovesdotter Alm — 2009
Recognition of Affect, Judgment, and Appreciation in TextAlena Neviarouskaya, Helmut Prendinger, Mitsuru Ishizuka — 2010
Active Deep Networks for Semi-Supervised Sentiment ClassificationShusen Zhou, Qingcai Chen, Xiaolong Wang — 2010
Refining the Notions of Depth and Density in WordNet-based Semantic Similarity MeasuresTong Wang, Graeme Hirst — 2011
Comparative Experiments on Sentiment Classification for Online Product ReviewsHang Cui, Vibhu O. Mittal, Mayur Datar — 2006
Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer ReviewsJianxing Yu, Zheng-Jun Zha, Meng Wang — 2011

Cited by

Lisbon Emoji and Emoticon Database (LEED): Norms for emoji and emoticons in seven evaluative dimensionsJuan Montero Aroca — 2017
Implementation of Resource Discovery Mechanisms on PeerSim: Enabling up to One Million Nodes P2P SimulationAzrul Amri Jamal, The Society of Digital Information and Wireless Communication — 2015
News Media Sentiment of Data BreachesGriselda Sinanaj — 2014
Enhancing empirical accounting models with textual informationKhrystyna Bochkay — 2014
The More the Worse? Mining Valuable Ideas with Sentiment Analysis for Idea RecommendationHanjun Lee, Keunho Choi, Donghee Yoo — 2013
How In-memory Technology Can Create Business Value: Insights from the Hilti CaseJan vom Brocke, Stefan Debortoli, Oliver Müller — 2014
Automated Classification of Argument Stance in Student Essays: A Linguistically Motivated Approach with an Application for Supporting Argument SummarizationAdam Faulkner — 2014
Going Mobile: Teaching First-Year Business Students Mobile Application DesignMatthew Sopha, Sule Balkan — 2014
Sentiment analysis in arabic: opinion polarity detectionMohammed Saleh — 2013
Multi-opinion Ring: visualizing and predicting multiple opinion orientations in online social mediaXiaolin Du, Yunming Ye, Raymond Y.K. Lau — 2015
An Account of Opinion ImplicaturesJanyce Wiebe, Lingjia Deng — 2014
Aspect based Opinion Mining from Restaurant ReviewsT C Chinsha, Shibily Joseph — 2015
Narreme: Tools for Telling Tales with Participatory Sensing DataVidyut Samanta — 2012
Sentiment Analysis For Modern Standard Arabic And ColloquialHossam Samir Ibrahim, Sherif Abdou, Mervat Gheith — 2015
An Application of Knowledge Discovery in Textual Databases to Identify Sentiments in Product ReviewsVincent Tran, Curry Guinn, Douglas Kline — 2014
Aspect-Object Alignment with Integer Linear Programming in Opinion MiningYanyan Zhao, Bing Qin, Ting Liu — 2015
RÉPUTATION DES ENTREPRISES : UNE RECHERCHE EXPLORATOIRE SUR L'UTILISATION DES DONNÉES ISSUES DE TWITTERBertrand Nembot — 2014
Temporal Sentiment Analysis and Causal Rules Extraction from Tweets for Event PredictionP. Preethi, V. Uma, Ajit Kumar — 2015
Introduction to the Special Issue on Human-Computer Interaction in the Web 2.0 EraOzgur Turetken, Lorne Olfman — 2013
Modeling Techniques in Predictive Analytics: Business Problems and Solutions with RThomas W. Miller — 2013

Related papers

Optimized sentiment analysis tool: A sentiment analysis tool to study cognitive inclinationsNayonika Sharma, S. Indu, Chetna Sharma — 2016
Sentiment Analysis and Opinion Mining within Social Networks using Konstanz Information MinerBanan Jamil Awrahman, Bilal Alataş — 2017
Overall and Feature Level Sentiment Analysis of Amazon Product Reviews Using Machine Learning Techniques and Web-Based Chrome PluginV. R. Welgamage, U. A. C. Senarathne, N. H. A. C. Madhubhashani — 2022
Sentiment analysis: a challengeEkta Gupta, Ashok Kumar, Manish Kumar — 2018
A Comparative Study of Different Classification Techniques for Sentiment AnalysisSoumadip Ghosh, Arnab Hazra, Abhishek Raj — 2020
Sentiment Analysis Using Machine LearningA. Samyuktha, Mangalagiri Pallavi, L. Jagan — 2023
An Overview of Tools and Technologies Used for Opinion Mining and Sentiment AnalysisA. Komathi, P Nithya — 2021
Sentiment Analysis Using Product Based ReviewsDisha Wadhe, Rutuja Jangamwar, Shweta Narwade — 2022
Sentiment Analysis over Social Networks: An OverviewAhmed Khaled, Neamat El-Tazi, Ahmad Hany Hossny — 2015