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Enhancing trustworthiness of Arabic online health information quality evaluation using an enhanced BERT architecture with PCA and ICA feature weighting.

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Title: Enhancing trustworthiness of Arabic online health information quality evaluation using an enhanced BERT architecture with PCA and ICA feature weighting.
Authors: Baqraf Y; School of Computer Sciences, Universiti Sains Malaysia, 11800 USM Penang, Penang, Malaysia. baqraf.cs@student.usm.my.; Faculty of Computer Science & Engineering, Al-Ahgaff University, 50512, Hadhramout, Al Mukalla, Yemen. baqraf.cs@student.usm.my., Keikhosrokiani P; Faculty of Information Technology and Electrical Engineering and Faculty of Medicine, University of Oulu, PL 8000, 90014, Oulun yliopisto, Oulu, Finland., Cheah YN; School of Computer Sciences, Universiti Sains Malaysia, 11800 USM Penang, Penang, Malaysia.
Source: Scientific reports [Sci Rep] 2026 Mar 06; Vol. 16 (1). Date of Electronic Publication: 2026 Mar 06.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Baqraf+Y%22">Baqraf Y</searchLink>; School of Computer Sciences, Universiti Sains Malaysia, 11800 USM Penang, Penang, Malaysia. baqraf.cs@student.usm.my.; Faculty of Computer Science & Engineering, Al-Ahgaff University, 50512, Hadhramout, Al Mukalla, Yemen. baqraf.cs@student.usm.my.<br /><searchLink fieldCode="AU" term="%22Keikhosrokiani+P%22">Keikhosrokiani P</searchLink>; Faculty of Information Technology and Electrical Engineering and Faculty of Medicine, University of Oulu, PL 8000, 90014, Oulun yliopisto, Oulu, Finland.<br /><searchLink fieldCode="AU" term="%22Cheah+YN%22">Cheah YN</searchLink>; School of Computer Sciences, Universiti Sains Malaysia, 11800 USM Penang, Penang, Malaysia.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Mar 06; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Mar 06.
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        Value: 10.1038/s41598-026-43158-8
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      – TitleFull: Enhancing trustworthiness of Arabic online health information quality evaluation using an enhanced BERT architecture with PCA and ICA feature weighting.
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              Text: 2026 Mar 06
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