Matches in SemOpenAlex for { <https://semopenalex.org/work/W4296231510> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W4296231510 abstract "With the rapid development of Internet technology and the reform of the education model, online education has been widely recognized and applied. In the process of online learning, various types of browsing behavior characteristic data such as learning engagement and attitude will be generated. These learning behaviors are closely related to academic performance. In-depth exploration of the laws contained in the data can provide teaching assistance for education administrators. In this paper, the random forest algorithm is used to determine the importance of factors for the relationship between 11 learning behavior data and students' psychological quality test data, a total of 12-dimensional feature data and grades, and extracts six factors that have a greater impact on grades. Through the research of this paper, the method of random forest is innovatively used, and it is found that the psychological factor is one of the six important factors. This paper innovatively uses BP neural network as the prediction model, takes six important factors as input, and establishes a complete method of online learning performance prediction. The research in this paper can help teachers monitor students' learning status, detect abnormal learning behaviors and problems in time, and make timely and effective teaching interventions and adjustments in advance according to the abnormal status of students found." @default.
- W4296231510 created "2022-09-18" @default.
- W4296231510 creator A5014485547 @default.
- W4296231510 creator A5016528890 @default.
- W4296231510 creator A5070447259 @default.
- W4296231510 creator A5084854649 @default.
- W4296231510 date "2022-09-09" @default.
- W4296231510 modified "2023-10-14" @default.
- W4296231510 title "Psychological emotions-based online learning grade prediction via BP neural network" @default.
- W4296231510 cites W2021833436 @default.
- W4296231510 cites W2128728535 @default.
- W4296231510 cites W2130372754 @default.
- W4296231510 cites W2150776916 @default.
- W4296231510 cites W2790709670 @default.
- W4296231510 cites W2792116143 @default.
- W4296231510 cites W2908445743 @default.
- W4296231510 cites W2940874868 @default.
- W4296231510 cites W3006432334 @default.
- W4296231510 cites W3132448671 @default.
- W4296231510 cites W3194044060 @default.
- W4296231510 doi "https://doi.org/10.3389/fpsyg.2022.981561" @default.
- W4296231510 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36160512" @default.
- W4296231510 hasPublicationYear "2022" @default.
- W4296231510 type Work @default.
- W4296231510 citedByCount "1" @default.
- W4296231510 countsByYear W42962315102023 @default.
- W4296231510 crossrefType "journal-article" @default.
- W4296231510 hasAuthorship W4296231510A5014485547 @default.
- W4296231510 hasAuthorship W4296231510A5016528890 @default.
- W4296231510 hasAuthorship W4296231510A5070447259 @default.
- W4296231510 hasAuthorship W4296231510A5084854649 @default.
- W4296231510 hasBestOaLocation W42962315101 @default.
- W4296231510 hasConcept C110875604 @default.
- W4296231510 hasConcept C111472728 @default.
- W4296231510 hasConcept C111919701 @default.
- W4296231510 hasConcept C118552586 @default.
- W4296231510 hasConcept C119857082 @default.
- W4296231510 hasConcept C136764020 @default.
- W4296231510 hasConcept C138885662 @default.
- W4296231510 hasConcept C145420912 @default.
- W4296231510 hasConcept C154945302 @default.
- W4296231510 hasConcept C15744967 @default.
- W4296231510 hasConcept C169258074 @default.
- W4296231510 hasConcept C27415008 @default.
- W4296231510 hasConcept C2776401178 @default.
- W4296231510 hasConcept C2779530757 @default.
- W4296231510 hasConcept C41008148 @default.
- W4296231510 hasConcept C41895202 @default.
- W4296231510 hasConcept C50644808 @default.
- W4296231510 hasConcept C75630572 @default.
- W4296231510 hasConcept C98045186 @default.
- W4296231510 hasConceptScore W4296231510C110875604 @default.
- W4296231510 hasConceptScore W4296231510C111472728 @default.
- W4296231510 hasConceptScore W4296231510C111919701 @default.
- W4296231510 hasConceptScore W4296231510C118552586 @default.
- W4296231510 hasConceptScore W4296231510C119857082 @default.
- W4296231510 hasConceptScore W4296231510C136764020 @default.
- W4296231510 hasConceptScore W4296231510C138885662 @default.
- W4296231510 hasConceptScore W4296231510C145420912 @default.
- W4296231510 hasConceptScore W4296231510C154945302 @default.
- W4296231510 hasConceptScore W4296231510C15744967 @default.
- W4296231510 hasConceptScore W4296231510C169258074 @default.
- W4296231510 hasConceptScore W4296231510C27415008 @default.
- W4296231510 hasConceptScore W4296231510C2776401178 @default.
- W4296231510 hasConceptScore W4296231510C2779530757 @default.
- W4296231510 hasConceptScore W4296231510C41008148 @default.
- W4296231510 hasConceptScore W4296231510C41895202 @default.
- W4296231510 hasConceptScore W4296231510C50644808 @default.
- W4296231510 hasConceptScore W4296231510C75630572 @default.
- W4296231510 hasConceptScore W4296231510C98045186 @default.
- W4296231510 hasFunder F4320321753 @default.
- W4296231510 hasFunder F4320324202 @default.
- W4296231510 hasLocation W42962315101 @default.
- W4296231510 hasLocation W42962315102 @default.
- W4296231510 hasLocation W42962315103 @default.
- W4296231510 hasOpenAccess W4296231510 @default.
- W4296231510 hasPrimaryLocation W42962315101 @default.
- W4296231510 hasRelatedWork W2911455822 @default.
- W4296231510 hasRelatedWork W3174196512 @default.
- W4296231510 hasRelatedWork W3211546796 @default.
- W4296231510 hasRelatedWork W4280641190 @default.
- W4296231510 hasRelatedWork W4281560664 @default.
- W4296231510 hasRelatedWork W4281616679 @default.
- W4296231510 hasRelatedWork W4293525103 @default.
- W4296231510 hasRelatedWork W4308191010 @default.
- W4296231510 hasRelatedWork W4318350883 @default.
- W4296231510 hasRelatedWork W4323021782 @default.
- W4296231510 hasVolume "13" @default.
- W4296231510 isParatext "false" @default.
- W4296231510 isRetracted "false" @default.
- W4296231510 workType "article" @default.