Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200595237> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4200595237 endingPage "13" @default.
- W4200595237 startingPage "1" @default.
- W4200595237 abstract "The student profile has become an important component of education systems. Many systems objectives, as e-recommendation, e-orientation, e-recruitment and dropout prediction are essentially based on the profile for decision support. Machine learning plays an important role in this context and several studies have been carried out either for classification, prediction or clustering purpose. In this paper, the authors present a comparative study between different boosting algorithms which have been used successfully in many fields and for many purposes. In addition, the authors applied feature selection methods Fisher Score, Information Gain combined with Recursive Feature Elimination to enhance the preprocessing task and models’ performances. Using multi-label dataset predict the class of the student performance in mathematics, this article results show that the Light Gradient Boosting Machine (LightGBM) algorithm achieved the best performance when using Information gain with Recursive Feature Elimination method compared to the other boosting algorithms." @default.
- W4200595237 created "2021-12-31" @default.
- W4200595237 creator A5012997753 @default.
- W4200595237 creator A5035687077 @default.
- W4200595237 creator A5048889672 @default.
- W4200595237 date "2021-08-05" @default.
- W4200595237 modified "2023-10-01" @default.
- W4200595237 title "Student Profile Modeling Using Boosting Algorithms" @default.
- W4200595237 doi "https://doi.org/10.4018/ijwltt.20220901.oa4" @default.
- W4200595237 hasPublicationYear "2021" @default.
- W4200595237 type Work @default.
- W4200595237 citedByCount "4" @default.
- W4200595237 countsByYear W42005952372022 @default.
- W4200595237 countsByYear W42005952372023 @default.
- W4200595237 crossrefType "journal-article" @default.
- W4200595237 hasAuthorship W4200595237A5012997753 @default.
- W4200595237 hasAuthorship W4200595237A5035687077 @default.
- W4200595237 hasAuthorship W4200595237A5048889672 @default.
- W4200595237 hasBestOaLocation W42005952371 @default.
- W4200595237 hasConcept C11413529 @default.
- W4200595237 hasConcept C119857082 @default.
- W4200595237 hasConcept C12267149 @default.
- W4200595237 hasConcept C124101348 @default.
- W4200595237 hasConcept C141404830 @default.
- W4200595237 hasConcept C148483581 @default.
- W4200595237 hasConcept C154945302 @default.
- W4200595237 hasConcept C169258074 @default.
- W4200595237 hasConcept C202185110 @default.
- W4200595237 hasConcept C34736171 @default.
- W4200595237 hasConcept C41008148 @default.
- W4200595237 hasConcept C46686674 @default.
- W4200595237 hasConcept C70153297 @default.
- W4200595237 hasConcept C73555534 @default.
- W4200595237 hasConceptScore W4200595237C11413529 @default.
- W4200595237 hasConceptScore W4200595237C119857082 @default.
- W4200595237 hasConceptScore W4200595237C12267149 @default.
- W4200595237 hasConceptScore W4200595237C124101348 @default.
- W4200595237 hasConceptScore W4200595237C141404830 @default.
- W4200595237 hasConceptScore W4200595237C148483581 @default.
- W4200595237 hasConceptScore W4200595237C154945302 @default.
- W4200595237 hasConceptScore W4200595237C169258074 @default.
- W4200595237 hasConceptScore W4200595237C202185110 @default.
- W4200595237 hasConceptScore W4200595237C34736171 @default.
- W4200595237 hasConceptScore W4200595237C41008148 @default.
- W4200595237 hasConceptScore W4200595237C46686674 @default.
- W4200595237 hasConceptScore W4200595237C70153297 @default.
- W4200595237 hasConceptScore W4200595237C73555534 @default.
- W4200595237 hasIssue "5" @default.
- W4200595237 hasLocation W42005952371 @default.
- W4200595237 hasOpenAccess W4200595237 @default.
- W4200595237 hasPrimaryLocation W42005952371 @default.
- W4200595237 hasRelatedWork W3204641204 @default.
- W4200595237 hasRelatedWork W3212730154 @default.
- W4200595237 hasRelatedWork W4200061235 @default.
- W4200595237 hasRelatedWork W4200595237 @default.
- W4200595237 hasRelatedWork W4220971169 @default.
- W4200595237 hasRelatedWork W4225307033 @default.
- W4200595237 hasRelatedWork W4292387718 @default.
- W4200595237 hasRelatedWork W4293069612 @default.
- W4200595237 hasRelatedWork W4304142064 @default.
- W4200595237 hasRelatedWork W4376274634 @default.
- W4200595237 hasVolume "17" @default.
- W4200595237 isParatext "false" @default.
- W4200595237 isRetracted "false" @default.
- W4200595237 workType "article" @default.