FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384080264> ?p ?o ?g. }

• W4384080264 endingPage "72742" @default.
• W4384080264 startingPage "72732" @default.
• W4384080264 abstract "Advanced machine learning (ML) methods can predict student’s performance with key features based on academic, behavioral, and demographic data. Significant works have predicted the student’s performance based on the primary and secondary data sets derived from the student’s existing data. These works have accurately predicted student’s performance but did not provide the metrics as suggestions for improved performance. This paper proposes the ‘Learning Coefficients’ evaluated through trajectory-based computerized adaptive assessment. Learning coefficients also provide quantified metrics to the students to focus more on their studies and improve their further performance. Before selecting the learning coefficients as the key features for student’s performance prediction, their dependency on other key features is calculated through positive Pearson’s coefficient correlation. Further, the paper presents comparative analysis of the performance of regression-based ML models such as decision trees, random forest, support vector regression, linear regression and artificial neural networks on the same dataset. Results show that linear regression obtained the highest accuracy of 97% when compared to other models." @default.
• W4384080264 created "2023-07-13" @default.
• W4384080264 creator A5020603602 @default.
• W4384080264 creator A5020921744 @default.
• W4384080264 creator A5041591589 @default.
• W4384080264 creator A5054299571 @default.
• W4384080264 creator A5076652737 @default.
• W4384080264 date "2023-01-01" @default.
• W4384080264 modified "2023-09-25" @default.
• W4384080264 title "Prediction of Student’s Performance With Learning Coefficients Using Regression Based Machine Learning Models" @default.
• W4384080264 cites W1978809719 @default.
• W4384080264 cites W2007064802 @default.
• W4384080264 cites W2118270833 @default.
• W4384080264 cites W2514376384 @default.
• W4384080264 cites W2605296821 @default.
• W4384080264 cites W2747577432 @default.
• W4384080264 cites W2909913588 @default.
• W4384080264 cites W2921612519 @default.
• W4384080264 cites W2942021041 @default.
• W4384080264 cites W2945554622 @default.
• W4384080264 cites W2950541125 @default.
• W4384080264 cites W3021729124 @default.
• W4384080264 cites W3033604406 @default.
• W4384080264 cites W3037176799 @default.
• W4384080264 cites W3040010078 @default.
• W4384080264 cites W3047302395 @default.
• W4384080264 cites W3111353391 @default.
• W4384080264 cites W3115366240 @default.
• W4384080264 cites W3118164373 @default.
• W4384080264 cites W3128838204 @default.
• W4384080264 cites W3176795340 @default.
• W4384080264 cites W3201153983 @default.
• W4384080264 cites W3201990632 @default.
• W4384080264 cites W3207028654 @default.
• W4384080264 cites W4200044454 @default.
• W4384080264 cites W4206157917 @default.
• W4384080264 cites W4220674858 @default.
• W4384080264 cites W4220828871 @default.
• W4384080264 cites W4286717104 @default.
• W4384080264 cites W4317933068 @default.
• W4384080264 doi "https://doi.org/10.1109/access.2023.3294700" @default.
• W4384080264 hasPublicationYear "2023" @default.
• W4384080264 type Work @default.
• W4384080264 citedByCount "0" @default.
• W4384080264 crossrefType "journal-article" @default.
• W4384080264 hasAuthorship W4384080264A5020603602 @default.
• W4384080264 hasAuthorship W4384080264A5020921744 @default.
• W4384080264 hasAuthorship W4384080264A5041591589 @default.
• W4384080264 hasAuthorship W4384080264A5054299571 @default.
• W4384080264 hasAuthorship W4384080264A5076652737 @default.
• W4384080264 hasBestOaLocation W43840802641 @default.
• W4384080264 hasConcept C105795698 @default.
• W4384080264 hasConcept C119857082 @default.
• W4384080264 hasConcept C12267149 @default.
• W4384080264 hasConcept C152877465 @default.
• W4384080264 hasConcept C154945302 @default.
• W4384080264 hasConcept C169258074 @default.
• W4384080264 hasConcept C19768560 @default.
• W4384080264 hasConcept C26517878 @default.
• W4384080264 hasConcept C2777115002 @default.
• W4384080264 hasConcept C2780092901 @default.
• W4384080264 hasConcept C33923547 @default.
• W4384080264 hasConcept C38652104 @default.
• W4384080264 hasConcept C41008148 @default.
• W4384080264 hasConcept C44154836 @default.
• W4384080264 hasConcept C48921125 @default.
• W4384080264 hasConcept C50644808 @default.
• W4384080264 hasConcept C55078378 @default.
• W4384080264 hasConcept C83546350 @default.
• W4384080264 hasConcept C84525736 @default.
• W4384080264 hasConceptScore W4384080264C105795698 @default.
• W4384080264 hasConceptScore W4384080264C119857082 @default.
• W4384080264 hasConceptScore W4384080264C12267149 @default.
• W4384080264 hasConceptScore W4384080264C152877465 @default.
• W4384080264 hasConceptScore W4384080264C154945302 @default.
• W4384080264 hasConceptScore W4384080264C169258074 @default.
• W4384080264 hasConceptScore W4384080264C19768560 @default.
• W4384080264 hasConceptScore W4384080264C26517878 @default.
• W4384080264 hasConceptScore W4384080264C2777115002 @default.
• W4384080264 hasConceptScore W4384080264C2780092901 @default.
• W4384080264 hasConceptScore W4384080264C33923547 @default.
• W4384080264 hasConceptScore W4384080264C38652104 @default.
• W4384080264 hasConceptScore W4384080264C41008148 @default.
• W4384080264 hasConceptScore W4384080264C44154836 @default.
• W4384080264 hasConceptScore W4384080264C48921125 @default.
• W4384080264 hasConceptScore W4384080264C50644808 @default.
• W4384080264 hasConceptScore W4384080264C55078378 @default.
• W4384080264 hasConceptScore W4384080264C83546350 @default.
• W4384080264 hasConceptScore W4384080264C84525736 @default.
• W4384080264 hasLocation W43840802641 @default.
• W4384080264 hasOpenAccess W4384080264 @default.
• W4384080264 hasPrimaryLocation W43840802641 @default.
• W4384080264 hasRelatedWork W3173590662 @default.
• W4384080264 hasRelatedWork W3195168932 @default.
• W4384080264 hasRelatedWork W4321636153 @default.
• W4384080264 hasRelatedWork W4377964522 @default.
• W4384080264 hasRelatedWork W4381414210 @default.
• W4384080264 hasRelatedWork W4383535405 @default.

• next