These counterfeit reviews can have an especially detrimental impact on small businesses, with even a single negative fake review capable of causing significant damage. In this context, the current study introduces a technique for classifying and identifying fake reviews using machine learning (ML) ...
Fake review detection using machine learning and deep learning techniques such as CNNs, SOMs, K-means clustering, various supervised models and natural language processing tools such as Word2Vec & TFIDF, GloVe etc. machine-learning natural-language-processing deep-learning text-classification word-emb...
Fake review detection using machine learning and deep learning techniques such as CNNs, SOMs, K-means clustering, various supervised models and natural language processing tools such as Word2Vec & TFIDF, GloVe etc. machine-learning natural-language-processing deep-learning text-classification word-emb...
Rout JK, Dalmia A, Choo KKR, Bakshi S, Jena SK (2017a) Revisiting semi-supervised learning for online deceptive review detection. IEEE Access 5:1319–1327 Rout JK, Singh S, Jena SK, Bakshi S (2017b) Deceptive review detection using labeled and unlabeled data. Multimed Tools Appl 76(3):...
to capture rich and contextual representations of news texts. By combining natural language understanding with transfer learning and context-based features, the proposed architectures aimed to enhance the detection of fake news. The experiments were conducted using the FakeNewsNet dataset. The results de...
In recent years, fake review detection has attracted significant attention from both businesses and the research community. For reviews to reflect genuine user experiences and opinions, detecting fake reviews is an important problem. Supervised learning has been one of the main approaches for solving ...
[26] “Detecting fake news using machine learning: a systematic literature review” Temporal [20] “Can machines learn to detect fake news? A survey focused on social media” Social level [13] “Fake news detection in low-resourced languages “Kurdish language” using machine learning algorithms...
An Online Fake Review Detection Approach Using Famous Machine Learning Algorithms Online review platforms are becoming increasingly popular, encouraging dishonest merchants and service providers to deceive customers by creating fake revi... AH Alshehri - 《Computers Materials & Continua》 被引量: 0发表:...
detection mechanisms using graphs and summarization techniques (Kim & Ko,2021). Furthermore, a recent study has proposed an AI-based, real-time fake news detection system by conducting a systematic literature review (Gupta et al.,2021). Third, our study fills a gap in the literature by ...
Hossain E, Nadim Kaysar M, Jalal-Uddin Joy AZM, Mizanur Rahman M, Rahman W (2022) A study towards Bangla fake news detection using machine learning and deep learning. In: Shakya S, Balas VE, Kamolphiwong S, Du K-L (eds) Sentimental analysis and deep learning: proceedings of ICSADL ...