Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender, Queer, Intersex, and Asexual Community–Related Posts on Social Media: Quantitative Study
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| Title: | Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender, Queer, Intersex, and Asexual Community–Related Posts on Social Media: Quantitative Study |
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| Authors: | Nguyen, Thu T1, ttxn@umd.edu, Yue, Xiaohe1, Mane, Heran1, Seelman, Kyle2, Mullaputi, Penchala Sai Priya1, Dennard, Elizabeth1, Alibilli, Amrutha S1, Merchant, Junaid S1, Criss, Shaniece3, Hswen, Yulin4, Nguyen, Quynh C1 |
| Source: | Journal of Medical Internet Research; 2025, Vol. 27, p1-19, 19p |
| Database: | Applied Science & Technology Source |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 190701168 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender, Queer, Intersex, and Asexual Community–Related Posts on Social Media: Quantitative Study – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Nguyen%2C+Thu+T%22">Nguyen, Thu T</searchLink><relatesTo>1</relatesTo>, <i>ttxn@umd.edu</i><br /><searchLink fieldCode="AU" term="%22Yue%2C+Xiaohe%22">Yue, Xiaohe</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Mane%2C+Heran%22">Mane, Heran</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Seelman%2C+Kyle%22">Seelman, Kyle</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Mullaputi%2C+Penchala+Sai+Priya%22">Mullaputi, Penchala Sai Priya</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Dennard%2C+Elizabeth%22">Dennard, Elizabeth</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Alibilli%2C+Amrutha+S%22">Alibilli, Amrutha S</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Merchant%2C+Junaid+S%22">Merchant, Junaid S</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Criss%2C+Shaniece%22">Criss, Shaniece</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Hswen%2C+Yulin%22">Hswen, Yulin</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AU" term="%22Nguyen%2C+Quynh+C%22">Nguyen, Quynh C</searchLink><relatesTo>1</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Medical+Internet+Research%22">Journal of Medical Internet Research</searchLink>; 2025, Vol. 27, p1-19, 19p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=190701168 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/72822 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 19 StartPage: 1 Titles: – TitleFull: Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender, Queer, Intersex, and Asexual Community–Related Posts on Social Media: Quantitative Study Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Nguyen, Thu T – PersonEntity: Name: NameFull: Yue, Xiaohe – PersonEntity: Name: NameFull: Mane, Heran – PersonEntity: Name: NameFull: Seelman, Kyle – PersonEntity: Name: NameFull: Mullaputi, Penchala Sai Priya – PersonEntity: Name: NameFull: Dennard, Elizabeth – PersonEntity: Name: NameFull: Alibilli, Amrutha S – PersonEntity: Name: NameFull: Merchant, Junaid S – PersonEntity: Name: NameFull: Criss, Shaniece – PersonEntity: Name: NameFull: Hswen, Yulin – PersonEntity: Name: NameFull: Nguyen, Quynh C IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: 2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 14394456 Numbering: – Type: volume Value: 27 Titles: – TitleFull: Journal of Medical Internet Research Type: main |
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