Spam review detection techniques: A systematic literature review

N Hussain, H Turab Mirza, G Rasool, I Hussain… - Applied Sciences, 2019 - mdpi.com
Online reviews about the purchase of products or services provided have become the main
source of users' opinions. In order to gain profit or fame, usually spam reviews are written to …

Tweet sentiment analysis with classifier ensembles

NFF Da Silva, ER Hruschka, ER Hruschka Jr - Decision support systems, 2014 - Elsevier
Twitter is a microblogging site in which users can post updates (tweets) to friends (followers).
It has become an immense dataset of the so-called sentiments. In this paper, we introduce …

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 …

Quality evaluation of product reviews using an information quality framework

CC Chen, YD Tseng - Decision Support Systems, 2011 - Elsevier
The ubiquity of Web2. 0 makes the Web an invaluable source of business information. For
instance, product reviews composed collaboratively by many independent Internet …

Opinion mining: reviewed from word to document level

MMS Missen, M Boughanem, G Cabanac - Social Network Analysis and …, 2013 - Springer
Opinion mining is one of the most challenging tasks of the field of information retrieval.
Research community has been publishing a number of articles on this topic but a significant …

ALGA: Adaptive lexicon learning using genetic algorithm for sentiment analysis of microblogs

H Keshavarz, MS Abadeh - Knowledge-Based Systems, 2017 - Elsevier
Sentiment analysis is about classifying opinions expressed in text. The aim of this study is to
improve polarity classification of sentiments in microblogs by building adaptive sentiment …

[PDF][PDF] Voice of the customers: mining online customer reviews for product feature-based ranking

K Zhang, R Narayanan, A Choudhary - 3rd Workshop on Online Social …, 2010 - usenix.org
Increasingly large numbers of customers are choosing online shop** because of its
convenience, reliability, and cost. As the number of products being sold online increases, it …

Combining classification and clustering for tweet sentiment analysis

LFS Coletta, NFF da Silva, ER Hruschka… - 2014 Brazilian …, 2014 - ieeexplore.ieee.org
The goal of sentiment analysis is to determine opinions, emotions, and attitudes presented
in source material. In tweet sentiment analysis, opinions in messages can be typically …

Topic-dependent sentiment analysis of financial blogs

N O'Hare, M Davy, A Bermingham, P Ferguson… - Proceedings of the 1st …, 2009 - dl.acm.org
While most work in sentiment analysis in the financial domain has focused on the use of
content from traditional finance news, in this work we concentrate on more subjective …

Opinion-based entity ranking

K Ganesan, CX Zhai - Information retrieval, 2012 - Springer
The deployment of Web 2.0 technologies has led to rapid growth of various opinions and
reviews on the web, such as reviews on products and opinions about people. Such content …