View in EDS HTML Full Text PDF Full Text

Multimodal machine learning framework for predicting and enhancing higher education using reinforcement learning and graph neural networks.

Saved in:
Bibliographic Details
Title: Multimodal machine learning framework for predicting and enhancing higher education using reinforcement learning and graph neural networks.
Authors: Jie, Chen1, Min, Huang2, minhuang036@gmail.com, Bin, Chen3
Source: Automatika: Journal for Control, Measurement, Electronics, Computing & Communications; Dec2025, Vol. 66 Issue 4, p904-922, 19p
Database: Applied Science & Technology Source
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 189685970
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Multimodal machine learning framework for predicting and enhancing higher education using reinforcement learning and graph neural networks.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Jie%2C+Chen%22">Jie, Chen</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Min%2C+Huang%22">Min, Huang</searchLink><relatesTo>2</relatesTo>, <i>minhuang036@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Bin%2C+Chen%22">Bin, Chen</searchLink><relatesTo>3</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Automatika%3A+Journal+for+Control%2C+Measurement%2C+Electronics%2C+Computing+%26+Communications%22">Automatika: Journal for Control, Measurement, Electronics, Computing & Communications</searchLink>; Dec2025, Vol. 66 Issue 4, p904-922, 19p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=189685970
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1080/00051144.2025.2565023
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 19
        StartPage: 904
    Titles:
      – TitleFull: Multimodal machine learning framework for predicting and enhancing higher education using reinforcement learning and graph neural networks.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Jie, Chen
      – PersonEntity:
          Name:
            NameFull: Min, Huang
      – PersonEntity:
          Name:
            NameFull: Bin, Chen
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 00051144
          Numbering:
            – Type: volume
              Value: 66
            – Type: issue
              Value: 4
          Titles:
            – TitleFull: Automatika: Journal for Control, Measurement, Electronics, Computing & Communications
              Type: main
ResultId 1