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- W4385864100 abstract "With the rise of social media, the prevalence of fake reviews has surged, causing significant harm to the e-commerce industry's competitive landscape. To tackle the issue of limited publicly available datasets and the challenge of identifying fake reviews, a cross-lingual review dataset is created by amalgamating existing publicly available datasets. A fake review recognition model is devised based on the ERNIE2.0 pretrained language model and a semi-supervised generative adversarial network. Initially, ERNIE is employed to extract high-quality linguistic representations of the review data. Next, a generator in a semi-supervised generative adversarial network is utilized to generate noisy data that has a similar distribution to that of the genuine review text data. Finally, the identification of fake reviews is executed in a discriminator. Experimental validation is conducted using the cross-lingual dataset created, and the results indicate that the method achieves a remarkable 81.43% accuracy in identifying fake reviews with only a small amount of labeled data, thereby affirming its effectiveness." @default.
- W4385864100 created "2023-08-17" @default.
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- W4385864100 date "2023-07-07" @default.
- W4385864100 modified "2023-10-17" @default.
- W4385864100 title "A Research on Cross-Language Fake Reviews Identification Based on ERNIE and SGAN" @default.
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- W4385864100 doi "https://doi.org/10.1109/isctis58954.2023.10213159" @default.
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