Subjectivity and sentiment analysis: An overview of the current state of the area and envisaged developments

A Montoyo, P Martínez-Barco, A Balahur - Decision Support Systems, 2012 - Elsevier
In this introduction, we present an overview of the current state of research in the Natural
Language Processing tasks of subjectivity and sentiment analysis, as well as their …

[PDF][PDF] Approaches, tools and applications for sentiment analysis implementation

D Alessia, F Ferri, P Grifoni, T Guzzo - International Journal of Computer …, 2015 - Citeseer
The paper gives an overview of the different sentiment classification approaches and tools
used for sentiment analysis. Starting from this overview the paper provides a classification of …

Opinion mining and sentiment analysis

B Pang, L Lee - Foundations and Trends® in information …, 2008 - nowpublishers.com
An important part of our information-gathering behavior has always been to find out what
other people think. With the growing availability and popularity of opinion-rich resources …

Survey on mining subjective data on the web

M Tsytsarau, T Palpanas - Data Mining and Knowledge Discovery, 2012 - Springer
In the past years we have witnessed Sentiment Analysis and Opinion Mining becoming
increasingly popular topics in Information Retrieval and Web data analysis. With the rapid …

A survey on sentiment detection of reviews

H Tang, S Tan, X Cheng - Expert Systems with Applications, 2009 - Elsevier
The sentiment detection of texts has been witnessed a booming interest in recent years, due
to the increased availability of online reviews in digital form and the ensuing need to …

[PDF][PDF] Opinion extraction, summarization and tracking in news and blog corpora

LW Ku, YT Liang, HH Chen - Proceedings of AAAI, 2006 - cdn.aaai.org
Humans like to express their opinions and are eager to know others' opinions. Automatically
mining and organizing opinions from heterogeneous information sources are very useful for …

Mining opinions from the Web: Beyond relevance retrieval

LW Ku, HH Chen - Journal of the American Society for …, 2007 - Wiley Online Library
Documents discussing public affairs, common themes, interesting products, and so on, are
reported and distributed on the Web. Positive and negative opinions embedded in …

Opinion retrieval from blogs

W Zhang, C Yu, W Meng - Proceedings of the sixteenth ACM conference …, 2007 - dl.acm.org
Opinion retrieval is a document retrieval process, which requires documents to be retrieved
and ranked according to their opinions about a query topic. A relevant document must satisfy …

Scope of negation detection in sentiment analysis

M Dadvar, C Hauff, FMG De Jong - 11th Dutch-Belgian …, 2011 - research.utwente.nl
An important part of information-gathering behaviour has always been to find out what other
people think and whether they have favourable (positive) or unfavourable (negative) …

Trends and challenges in sentiment summarization: a systematic review of aspect extraction techniques

N Hayatin, S Alias, LP Hung - Knowledge and Information Systems, 2024 - Springer
Sentiment Summarization is an automated technology that extracts important features of
sentences and then reorganizes selected words or sentences by their aspect class and …