[PDF][PDF] Fake news: A survey of research, detection methods, and opportunities
X Zhou, R Zafarani - arXiv preprint arXiv:1812.00315, 2018 - academia.edu
arXiv:1812.00315v1 [cs.CL] 2 Dec 2018 Page 1 Fake News: A Survey of Research,
Detection Methods, and Opportunities XINYI ZHOU, Syracuse University, USA REZA …
Detection Methods, and Opportunities XINYI ZHOU, Syracuse University, USA REZA …
Fake reviews detection: A survey
In e-commerce, user reviews can play a significant role in determining the revenue of an
organisation. Online users rely on reviews before making decisions about any product and …
organisation. Online users rely on reviews before making decisions about any product and …
[PDF][PDF] Data analytics for the identification of fake reviews using supervised learning
Fake reviews, also known as deceptive opinions, are used to mislead people and have
gained more importance recently. This is due to the rapid increase in online marketing …
gained more importance recently. This is due to the rapid increase in online marketing …
Detecting opinion spams and fake news using text classification
In recent years, deceptive content such as fake news and fake reviews, also known as
opinion spams, have increasingly become a dangerous prospect for online users. Fake …
opinion spams, have increasingly become a dangerous prospect for online users. Fake …
A framework for fake review detection in online consumer electronics retailers
R Barbado, O Araque, CA Iglesias - Information Processing & Management, 2019 - Elsevier
The impact of online reviews on businesses has grown significantly during last years, being
crucial to determine business success in a wide array of sectors, ranging from restaurants …
crucial to determine business success in a wide array of sectors, ranging from restaurants …
A framework for big data analytics in commercial social networks: A case study on sentiment analysis and fake review detection for marketing decision-making
User-generated content about brands is an important source of big data that can be
transformed into valuable information. A huge number of items are reviewed and rated by …
transformed into valuable information. A huge number of items are reviewed and rated by …
Collective opinion spam detection: Bridging review networks and metadata
Online reviews capture the testimonials of" real" people and help shape the decisions of
other consumers. Due to the financial gains associated with positive reviews, however …
other consumers. Due to the financial gains associated with positive reviews, however …
Survey of review spam detection using machine learning techniques
M Crawford, TM Khoshgoftaar, JD Prusa, AN Richter… - Journal of Big Data, 2015 - Springer
Online reviews are often the primary factor in a customer's decision to purchase a product or
service, and are a valuable source of information that can be used to determine public …
service, and are a valuable source of information that can be used to determine public …
What online reviewer behaviors really matter? Effects of verbal and nonverbal behaviors on detection of fake online reviews
The value and credibility of online consumer reviews are compromised by significantly
increasing yet difficult-to-identify fake reviews. Extant models for automated online fake …
increasing yet difficult-to-identify fake reviews. Extant models for automated online fake …
What yelp fake review filter might be doing?
A Mukherjee, V Venkataraman, B Liu… - Proceedings of the …, 2013 - ojs.aaai.org
Online reviews have become a valuable resource for decision making. However, its
usefulness brings forth a curse‒deceptive opinion spam. In recent years, fake review …
usefulness brings forth a curse‒deceptive opinion spam. In recent years, fake review …