SOXTA VA HAQIQIY XABARLARNI ANIQLASHDA ISHLATILADIGAN USULLAR TAHLILI
Kalit so‘zlar:
Fake yangiliklarAvstrakt
Soxta yangiliklarni aniqlash bugungi kunda raqamli axborot oqimi ko‘payishi bilan dolzarb masalaga aylanib bormoqda. Ushbu maqolada soxta va haqiqiy yangiliklarni ajratish uchun foydalaniladigan turli matn tahlil qilish usullari va zamonaviy algoritmlar tahlil qilinadi.
##submission.citations##
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Pennington, J., Socher, R., & Manning, C. D. (2014). GloVe: Global Vectors for Word Representation. Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), 1532-1543. doi:10.3115/v1/D14-1162.
Zhou, X., & Zafarani, R. (2018). Fake News: A Survey of Research, Detection Methods, and Opportunities. arXiv preprint arXiv:1812.00315.
Shu, K., Sliva, A., Wang, S., Tang, J., & Liu, H. (2017). Fake News Detection on Social Media: A Data Mining Perspective. ACM SIGKDD Explorations Newsletter, 19(1), 22–36. doi:10.1145/3137597.3137600.
