Unsupervised method for sentiment analysis in online texts

M Fernández-Gavilanes, T Álvarez-López… - Expert Systems with …, 2016 - Elsevier
In recent years, the explosive growth of online media, such as blogs and social networking
sites, has enabled individuals and organizations to write about their personal experiences …

Automatic construction of domain-specific sentiment lexicon based on constrained label propagation

S Huang, Z Niu, C Shi - Knowledge-Based Systems, 2014 - Elsevier
Abstract Domain-specific sentiment lexicon has played an important role in most practical
opinion mining systems. Due to the ubiquitous domain diversity and absence of domain …

'Long autonomy or long delay?'The importance of domain in opinion mining

FL Cruz, JA Troyano, F Enríquez, FJ Ortega… - Expert Systems with …, 2013 - Elsevier
Nowadays, people do not only navigate the web, but they also contribute contents to the
Internet. Among other things, they write their thoughts and opinions in review sites, forums …

Propagation of trust and distrust for the detection of trolls in a social network

FJ Ortega, JA Troyano, FL Cruz, CG Vallejo… - Computer Networks, 2012 - Elsevier
Trust and Reputation Systems constitute an essential part of many social networks due to
the great expansion of these on-line communities in the past few years. As a consequence …

An approach to sentiment analysis of movie reviews: Lexicon based vs. classification

L Augustyniak, T Kajdanowicz, P Kazienko… - … Intelligence Systems: 9th …, 2014 - Springer
The paper examines two approaches to sentiment analysis: lexicon-based vs. supervised
learning in the domain of movie reviews. In evaluation, the methods were compared using a …

Weighted lexicon-based sentiment analysis for women career traits in information technology

KDC Finnigan, F Anzum, J Rokne… - 2022 IEEE 21st …, 2022 - ieeexplore.ieee.org
In this paper, an unsupervised sentiment analysis model leveraging the Polarity Rank
algorithm and sentence dependency graph is proposed to predict the sentiments of women …

Using pivot-based paraphrasing and sentiment profiles to improve a subjectivity lexicon for essay data

BB Klebanov, N Madnani, J Burstein - Transactions of the Association …, 2013 - direct.mit.edu
We demonstrate a method of improving a seed sentiment lexicon developed on essay data
by using a pivot-based paraphrasing system for lexical expansion coupled with sentiment …

Evaluating the Effectiveness of Hashtags as Predictors of the Sentiment of Tweets

C Simeon, R Hilderman - … : 18th International Conference, DS 2015, Banff …, 2015 - Springer
Recently, there has been growing research interest in the sentiment analysis of tweets.
However, there is still a need to examine the contribution of Twitter-specific features to this …

Text-based sentiment analysis

VP Lijo, H Seetha - International Journal of Knowledge and …, 2017 - inderscienceonline.com
The impact of the social networks-based sentiment analysis (SA) and opinion mining has
increased in recent times. Decision-makers consider the opinions of the thought leaders and …

[PDF][PDF] GTI-Gradiant at TASS 2015: A Hybrid Approach for Sentiment Analysis in Twitter.

T Alvarez-López, J Juncal-Martínez, MF Gavilanes… - TASS …, 2015 - academia.edu
This paper describes the participation of the GTI research group of AtlantTIC, University of
Vigo, and Gradiant (Galician Research and Development Centre in Advanced …