Opinion Mining and Sentiment Analysis - An Assessment of Peoples' Belief: A Survey

Opinion Mining is a process of automatic extraction of knowledge from the opinion of others about some particular topic or problem. The idea of Opinion mining and Sentiment Analysis tool is to “process a set of search results for a given item, generating a list of product attributes (quality, features etc.) and aggregating opinion”. But with the passage of time more interesting applications and developments came into existence in this area and now its main goal is to make computer able to recognize and generate emotions like human. This paper will try to focus on the basic definitions of Opinion Mining, analysis of linguistic resources required for Opinion Mining, few machine learning techniques on the basis of their usage and importance for the analysis, evaluation of Sentiment classifications and its various applications. KeywordsSentiment Mining, Opinion Mining, Text Classification.

• Publication year

  2013

• Venue

  International Journal of Ad Hoc, Sensor & Ubiquitous Computing

• Publication date

  2013-02-28

• Fields of study

  Computer Science

• Identifiers
  DOI 10.5121/IJASUC.2013.4102
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Sentiment analysis in decision sciences research: An illustration to IT governance

  2013cited by this paper
• M-Learning Sentiment Analysis with Data Mining

  2012cited by this paper
• Sentiment classification of Internet restaurant reviews written in Cantonese

  2011cited by this paper
• Sentiment Knowledge Discovery in Twitter Streaming Data

  2010cited by this paper
• Enhanced Sentiment Learning Using Twitter Hashtags and Smileys

  2010cited by this paper
• Sentiment analysis: A combined approach

  2009cited by this paper
• Twitter Sentiment Classification using Distant Supervision

  2009cited by this paper
• Mining opinion from text documents: A survey

  2009cited by this paper
• Sentiment Classification for Chinese Reviews Using Machine Learning Methods Based on String Kernel

  2008cited by this paper
• Seeing Several Stars: A Rating Inference Task for a Document Containing Several Evaluation Criteria

  2008cited by this paper
• Text classification based on multi-word with support vector machine

  2008cited by this paper
• A Comparison of Sentiment Analysis Techniques: Polarizing Movie Blogs

  2008influential reference
• Sentiment Analysis: Adjectives and Adverbs are Better than Adjectives Alone

  2007cited by this paper
• Using Verbs and Adjectives to Automatically Classify Blog Sentiment

  2006cited by this paper
• Visual Analysis of Conflicting Opinions

  2006cited by this paper
• Mining and summarizing customer reviews

  2004cited by this paper
• A Boosting Algorithm for Classification of Semi-Structured Text

  2004cited by this paper
• Measuring praise and criticism: Inference of semantic orientation from association

  2003cited by this paper
• Mining the peanut gallery: opinion extraction and semantic classification of product reviews

  2003cited by this paper
• Recognizing and Organizing Opinions Expressed in the World Press

  2003cited by this paper
• Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews

  2002cited by this paper
• NRRC Summer Workshop on Multiple-Perspective Question Answering Final Report

  2002cited by this paper
• Thumbs up? Sentiment Classification using Machine Learning Techniques

  2002cited by this paper
• Associating genes with gene ontology codes using a maximum entropy analysis of biomedical literature.

  2002cited by this paper
• User-Oriented Machine Learning Strategies for Information Extraction: Putting the Human Back in the Loop

  2001cited by this paper
• Learning Subjective Adjectives from Corpora

  2000cited by this paper
• Using Maximum Entropy for Text Classification

  1999cited by this paper
• Book Reviews: WordNet: An Electronic Lexical Database

  1999influential reference
• A comparison of event models for naive bayes text classification

  1998cited by this paper
• Predicting the Semantic Orientation of Adjectives

  1997cited by this paper
• A Simple Introduction to Maximum Entropy Models for Natural Language Processing

  1997influential reference
• A comparison of two learning algorithms for text categorization

  1994cited by this paper

• Twitter Sentiment Analysis Using Machine Learning and Deep Learning Techniques

  2025cites this paper
• Leveraging Emoticon Scores for Improved Sentiment Detection in Social Media Using Machine Learning Techniques

  2025cites this paper
• OPINION MINING OF REGIONAL HEADS IN INDONESIA USING THE SUPPORT VECTOR MACHINE (SVM) METHOD

  2024cites this paper
• Sentiment Analysis of Customer Reviews on E-commerce Platforms: A Machine Learning Approach

  2024cites this paper
• Sentiment Analysis of Social Media Comments using Natural Language Procesing

  2024cites this paper
• Illusion or Reality: Analyzing Sentiments on Deepfakes

  2024cites this paper
• Text Filtering Insignificant Word (TFIW) Readability Framework Model to Explain NLP in Sentiment Analysis Using Reinforcement Machine Learning

  2024cites this paper
• How Much Noise ChatGPT is Making: A Sentiment Analysis Approach

  2023cites this paper
• Approaches and Applications for Sentiment Analysis

  2022cites this paper
• Public Sentiment Analysis with Opinion Mining on Rohingya Refugee Crisis in Bangladesh

  2022cites this paper
• A Deep Learning Model for Opinion mining in Twitter Combining Text and Emojis

  2022cites this paper
• Analisis Sentimen Twitter Terhadap Penggunaan Artis Korea Selatan Sebagai Brand Ambassador Produk Kecantikan Lokal

  2022cites this paper
• Public Sentiment Analysis In Social Media On The SARS-CoV-2 Vaccination Using VADER Lexicon Polarity

  2022cites this paper
• Sentiment Analysis Using Natural Language Processing

  2022cites this paper
• Predicting the sentiment analysis for the customer reviews to analyze the text analytics.

  2021cites this paper
• Sentiment Polarity Identification in Banner Headlines of Broadsheets in the Philippines

  2021cites this paper
• Introduction to Sentiment Analysis Covering Basics, Tools, Evaluation Metrics, Challenges, and Applications

  2021cites this paper
• Feature Impact on Sentiment Extraction of TEnglish Code-Mixed Movie Tweets

  2021cites this paper
• Sentiment Analysis of COVID-19 Vaccine Tweets Using Machine Learning

  2021cites this paper
• Perception of Dark Tourism

  2021cites this paper
• Multilingual Sentiment Analysis: A Systematic Literature Review

  2021cites this paper
• Opinion Mining From Online Product Review And Online Product’s Rating

  2020cites this paper
• Sentiment analysis in the healthcare domain

  2020influential citation
• An Efficient Sentiment Analysis on Feedback Assessment from Student to Provide Better Education

  2020cites this paper
• Ontology-based Sentiment Analysis for Brand Crisis Detection on Online Social Media

  2020cites this paper
• Comprehensive Study on Sentiment Analysis: Types, Approaches, Recent Applications, Tools and APIs

  2020cites this paper
• Opinion Mining Model System For Indonesian Non Profit Organization Using Multinomial Naive Bayes Algorithm

  2020cites this paper
• Analyzing & Enhancing Accuracy of Part of Speech Tagger with the usage of mixed approaches for Gujarati

  2019cites this paper
• Handling negative mentions on social media channels using deep learning*

  2019cites this paper
• Revisiting Online Video Popularity: A Sentimental Analysis

  2019cites this paper
• UAMSA: Unified Approach for Multilingual Sentiment Analysis Using GATE

  2019cites this paper
• Emotion Analysis for Opinion Mining From Text: A Comparative Study

  2019cites this paper
• How Do Brands' Facebook Posts Induce Consumers' e-Word-of-Mouth Behavior?

  2019cites this paper
• Human Annotation and Interpretation of Public Sentiments about Jio Coin marked in Social Networks using Machine Learning Algorithms

  2019cites this paper
• Ontology Based Method for Sentiment Examination

  2019cites this paper
• Implementasi Algoritma K-Nearest Neighbor dan Probabilistic Neural Network untuk Analisis Opini Masyarakat Terhadap Toko Online di Indonesia

  2019cites this paper
• Evaluating Performance of Machine Leaming Techniques used in Opinion Mining

  2018cites this paper
• User Categorization Based on Trust Analysis for Reputation System in E-Commerce

  2018cites this paper
• Stock Market Classification Model Using Sentiment Analysis on Twitter Based on Hybrid Naive Bayes Classifiers

  2018cites this paper
• A taxonomy for sentiment analysis field

  2018cites this paper
• Sentiment Analysis on User Satisfaction Level of Cellular Data Service Using the K-Nearest Neighbor (K-NN) Algorithm

  2018cites this paper
• Automatically conducted learning from textually expressed vacationers’ opinions

  2018cites this paper
• Social Media Data Inputs in Product Design: Case of a Smartphone

  2018cites this paper
• A Deep Architecture for Sentiment Analysis of News Articles

  2017cites this paper
• Simultaneous opinion lexicon expansion and product feature extraction

  2017cites this paper
• Reputation based Trust Evaluation in Sentiment Analysis

  2017cites this paper
• Generating a Malay Sentiment Lexicon Based on WordNet

  2017cites this paper
• A Prototype Model for Deriving Social Media Intelligence Using Opinion Mining from Microblog Data

  2017cites this paper
• Towards An Approach of Ontological Coreference Resolution for Sentiment Analysis

  2017cites this paper
• Usage Data as Indicators of OER Utility.

  2017cites this paper
• An adaptive sentimental analysis using ontology for retail market

  2017cites this paper
• SENTIMENT ANALYSIS USING FEATURE SELECTION AND CLASSIFICATION ALGORITHMS – A SURVEY

  2017cites this paper
• Opinion Mining: A Tool for Understanding Customers – Challenges and Approaches

  2017cites this paper
• An Approach for Identifying Road Traffic Information using Opinion Mining from Twitter Messages

  2016cites this paper
• Sentiment analysis system for Indonesia online retail shop review using hierarchy Naive Bayes technique

  2016cites this paper
• A SURVEY OF TWITTER SENTIMENT ANALYSIS Anuprathibha

  2016cites this paper
• An Analysis on Opinion Mining: Techniques and Tools

  2016cites this paper
• A Review on Sentiment Analysis and Visualization of Customer Reviews

  2016cites this paper
• Enterprise analysis through opinion mining

  2016cites this paper
• Sentiment Analysis Using Anaphoric Coreference Resolution and Ontology Inference

  2016cites this paper
• Initial investigation into computer scoring of candidate essays for personnel selection.

  2016cites this paper
• Emoticon Analysis with Dynamic Text based Opinion Mining

  2016cites this paper
• Assessment and visualization of geographically distributed event-related sentiments by mining social networks and news

  2016cites this paper
• A model for sentiment analysis based on ontology and cases

  2016cites this paper
• An Improvised Ontology based K-Means Clustering Approach for Classification of Customer Reviews

  2016cites this paper
• Web sentiment analysis

  2016cites this paper
• Aslib Journal of Information Management Sentiment search : an emerging trend on social media monitoring systems

  2015cites this paper
• An Approach for Improving Accuracy of Prediction Using Ensemble Modeling

  2015cites this paper
• An Approach for Intention Mining of Complex Comparative Opinion Why Type Questions Asked on Product Review Sites

  2015cites this paper
• Using Opinion Mining Techniques in Tourism

  2015cites this paper
• Quantifying trust evaluation based on approximate reasoning

  2015cites this paper
• Ontology Based Comparative Sentence and Relation Mining for Sentiment Classification

  2015cites this paper
• A Study on Sentiment Analysis: Methods and Tools

  2015cites this paper
• Evolving Sentiments towards E-Governance using Opinion Mining

  2015cites this paper
• Sentiment Analysis: A Survey of Current Researchand Techniques

  2015cites this paper
• Data Mining - Techniques, Methods and Algorithms: A Review on Tools and their Validity

  2015cites this paper
• Text Categorization of Movie Reviews for Sentiment Analysis

  2015cites this paper
• Sentiment Analysis Publicly available datasets

  2015cites this paper
• Study of Different Levels for Sentiment Analysis

  2015cites this paper
• A Survey on Sentiment Analysis Technique in Web Opinion Mining

  2014cites this paper
• An Approach for Computing Sentiment Polarity Analysis of Complex Why-type Questions on Product Review Sites

  2014influential citation
• A Sentiment Analysis Model Using Ontology- enriched Conceptual Graph and Operational Rules

  2014cites this paper
• A Novel Feature Reduction Method in Sentiment Analysis

  2014cites this paper
• ARTIFICIAL BEE COLONY OPTIMIZATION FOR FEATURE SELECTION IN OPINION MINING

  2014cites this paper
• Sentiment search: an emerging trend on social media monitoring systems

  2014cites this paper
• Sentiment Analysis of Texual Review

  2014influential citation
• Meta-Classifiers Easily Improve Commercial Sentiment Detection Tools

  2014cites this paper
• A proposed Framework for Aspect-Based Sentiment Analysis for Arabic Content using Semantic-Based Approach

  2014cites this paper
• A SURVEY ON OPINION MINING FRAMEWORK

  2013cites this paper
• Sentiment Classification Approaches – A Review

  2013cites this paper
• Potential and Limitations of Commercial Sentiment Detection Tools

  2013cites this paper
• Machine Learning Algorithms for Opinion Mining and Sentiment Classification

  2013cites this paper
• International Journal of Innovative Research in Computer and Communication Engineering Sentiment Analysis: a Survey of Current Research and Techniques

  year unknowncites this paper
• Advances in Environmental Biology

  year unknowncites this paper
• ΑΔΣ Advances in Decision Sciences

  year unknowncites this paper
• A Hybrid Kernel Based Extreme Learning Machine for Effective Sentiment Analysis

  year unknowncites this paper