A scalable multimodal framework for learning engagement recognition using three-dimensional convolutional neural networks and semi-automatic annotation.

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Title: A scalable multimodal framework for learning engagement recognition using three-dimensional convolutional neural networks and semi-automatic annotation.
Authors: Lin KC; Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan., Tseng CC; Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan., Wu J; Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan.
Source: Frontiers in artificial intelligence [Front Artif Intell] 2026 May 08; Vol. 9, pp. 1798766. Date of Electronic Publication: 2026 May 08 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media SA Country of Publication: Switzerland NLM ID: 101770551 Publication Model: eCollection Cited Medium: Internet ISSN: 2624-8212 (Electronic) Linking ISSN: 26248212 NLM ISO Abbreviation: Front Artif Intell Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: A scalable multimodal framework for learning engagement recognition using three-dimensional convolutional neural networks and semi-automatic annotation.
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  Data: <searchLink fieldCode="AU" term="%22Lin+KC%22">Lin KC</searchLink>; Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tseng+CC%22">Tseng CC</searchLink>; Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+J%22">Wu J</searchLink>; Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%22101770551%22">Frontiers in artificial intelligence</searchLink> [Front Artif Intell] 2026 May 08; Vol. 9, pp. 1798766. <i>Date of Electronic Publication: </i>2026 May 08 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+SA%22">Frontiers Media SA </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101770551 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2624-8212 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226248212%22">26248212 </searchLink><i>NLM ISO Abbreviation: </i>Front Artif Intell <i>Subsets: </i>PubMed not MEDLINE
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.3389/frai.2026.1798766
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      – Code: eng
        Text: English
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        StartPage: 1798766
    Titles:
      – TitleFull: A scalable multimodal framework for learning engagement recognition using three-dimensional convolutional neural networks and semi-automatic annotation.
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            NameFull: Lin KC
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            NameFull: Tseng CC
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            NameFull: Wu J
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            – D: 08
              M: 05
              Text: 2026 May 08
              Type: published
              Y: 2026
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              Value: 2624-8212
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              Value: 9
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            – TitleFull: Frontiers in artificial intelligence
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