Detection of review spam: A survey
In recent years, online reviews have become the most important resource of customers'
opinions. These reviews are used increasingly by individuals and organizations to make …
opinions. These reviews are used increasingly by individuals and organizations to make …
Reviews without a purchase: Low ratings, loyal customers, and deception
ET Anderson, DI Simester - Journal of Marketing Research, 2014 - journals.sagepub.com
The authors document that approximately 5% of product reviews on a large private label
retailer's website are submitted by customers with no record of ever purchasing the product …
retailer's website are submitted by customers with no record of ever purchasing the product …
On human predictions with explanations and predictions of machine learning models: A case study on deception detection
Humans are the final decision makers in critical tasks that involve ethical and legal
concerns, ranging from recidivism prediction, to medical diagnosis, to fighting against fake …
concerns, ranging from recidivism prediction, to medical diagnosis, to fighting against fake …
TI-CNN: Convolutional neural networks for fake news detection
With the development of social networks, fake news for various commercial and political
purposes has been appearing in large numbers and gotten widespread in the online world …
purposes has been appearing in large numbers and gotten widespread in the online world …
[图书][B] Sentiment analysis and opinion mining
B Liu - 2022 - books.google.com
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions,
sentiments, evaluations, attitudes, and emotions from written language. It is one of the most …
sentiments, evaluations, attitudes, and emotions from written language. It is one of the most …
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 …
Finding deceptive opinion spam by any stretch of the imagination
Consumers increasingly rate, review and research products online. Consequently, websites
containing consumer reviews are becoming targets of opinion spam. While recent work has …
containing consumer reviews are becoming targets of opinion spam. While recent work has …
Spotting fake reviewer groups in consumer reviews
A Mukherjee, B Liu, N Glance - … of the 21st international conference on …, 2012 - dl.acm.org
Opinionated social media such as product reviews are now widely used by individuals and
organizations for their decision making. However, due to the reason of profit or fame, people …
organizations for their decision making. However, due to the reason of profit or fame, people …
[图书][B] Sentiment analysis: Mining opinions, sentiments, and emotions
B Liu - 2020 - books.google.com
Sentiment analysis is the computational study of people's opinions, sentiments, emotions,
moods, and attitudes. This fascinating problem offers numerous research challenges, but …
moods, and attitudes. This fascinating problem offers numerous research challenges, but …