Matches in SemOpenAlex for { <https://semopenalex.org/work/W1983856110> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W1983856110 endingPage "61" @default.
- W1983856110 startingPage "49" @default.
- W1983856110 abstract "Universities gather large volumes of data with reference to their students in electronic form. The advances in the data mining field make it possible to mine these educational data and find information that allow for innovative ways of supporting both teachers and students. This paper presents a case study on predicting performance of students at the end of a university degree at an early stage of the degree program, in order to help universities not only to focus more on bright students but also to initially identify students with low academic achievement and find ways to support them. The data of four academic cohorts comprising 347 undergraduate students have been mined with different classifiers. The results show that it is possible to predict the graduation performance in 4th year at university using only pre-university marks and marks of 1st and 2nd year courses, no socio-economic or demographic features, with a reasonable accuracy. Furthermore courses that are indicators of particularly good or poor performance have been identified." @default.
- W1983856110 created "2016-06-24" @default.
- W1983856110 creator A5071069677 @default.
- W1983856110 creator A5088232764 @default.
- W1983856110 creator A5091176805 @default.
- W1983856110 date "2014-12-08" @default.
- W1983856110 modified "2023-10-03" @default.
- W1983856110 title "Predicting Student Academic Performance at Degree Level: A Case Study" @default.
- W1983856110 cites W1515087027 @default.
- W1983856110 cites W1523179845 @default.
- W1983856110 cites W1533154771 @default.
- W1983856110 cites W1565377632 @default.
- W1983856110 cites W1569653074 @default.
- W1983856110 cites W161818897 @default.
- W1983856110 cites W1970881937 @default.
- W1983856110 cites W1970886876 @default.
- W1983856110 cites W2006444123 @default.
- W1983856110 cites W2041304617 @default.
- W1983856110 cites W2046993599 @default.
- W1983856110 cites W2101170729 @default.
- W1983856110 cites W2115803254 @default.
- W1983856110 cites W2116426155 @default.
- W1983856110 cites W2124776405 @default.
- W1983856110 cites W2130432857 @default.
- W1983856110 cites W2139145202 @default.
- W1983856110 cites W2140190241 @default.
- W1983856110 cites W2145445683 @default.
- W1983856110 cites W2397801693 @default.
- W1983856110 cites W2400852985 @default.
- W1983856110 cites W2405649510 @default.
- W1983856110 cites W3169575362 @default.
- W1983856110 cites W348258300 @default.
- W1983856110 doi "https://doi.org/10.5815/ijisa.2015.01.05" @default.
- W1983856110 hasPublicationYear "2014" @default.
- W1983856110 type Work @default.
- W1983856110 sameAs 1983856110 @default.
- W1983856110 citedByCount "49" @default.
- W1983856110 countsByYear W19838561102014 @default.
- W1983856110 countsByYear W19838561102015 @default.
- W1983856110 countsByYear W19838561102016 @default.
- W1983856110 countsByYear W19838561102017 @default.
- W1983856110 countsByYear W19838561102018 @default.
- W1983856110 countsByYear W19838561102019 @default.
- W1983856110 countsByYear W19838561102020 @default.
- W1983856110 countsByYear W19838561102021 @default.
- W1983856110 countsByYear W19838561102022 @default.
- W1983856110 countsByYear W19838561102023 @default.
- W1983856110 crossrefType "journal-article" @default.
- W1983856110 hasAuthorship W1983856110A5071069677 @default.
- W1983856110 hasAuthorship W1983856110A5088232764 @default.
- W1983856110 hasAuthorship W1983856110A5091176805 @default.
- W1983856110 hasBestOaLocation W19838561101 @default.
- W1983856110 hasConcept C121332964 @default.
- W1983856110 hasConcept C145420912 @default.
- W1983856110 hasConcept C15744967 @default.
- W1983856110 hasConcept C24890656 @default.
- W1983856110 hasConcept C2775997480 @default.
- W1983856110 hasConcept C41008148 @default.
- W1983856110 hasConceptScore W1983856110C121332964 @default.
- W1983856110 hasConceptScore W1983856110C145420912 @default.
- W1983856110 hasConceptScore W1983856110C15744967 @default.
- W1983856110 hasConceptScore W1983856110C24890656 @default.
- W1983856110 hasConceptScore W1983856110C2775997480 @default.
- W1983856110 hasConceptScore W1983856110C41008148 @default.
- W1983856110 hasIssue "1" @default.
- W1983856110 hasLocation W19838561101 @default.
- W1983856110 hasOpenAccess W1983856110 @default.
- W1983856110 hasPrimaryLocation W19838561101 @default.
- W1983856110 hasRelatedWork W1485612393 @default.
- W1983856110 hasRelatedWork W1702123233 @default.
- W1983856110 hasRelatedWork W2358668433 @default.
- W1983856110 hasRelatedWork W2390279801 @default.
- W1983856110 hasRelatedWork W2748952813 @default.
- W1983856110 hasRelatedWork W2787632334 @default.
- W1983856110 hasRelatedWork W2899084033 @default.
- W1983856110 hasRelatedWork W3126974985 @default.
- W1983856110 hasRelatedWork W3161230432 @default.
- W1983856110 hasRelatedWork W560500373 @default.
- W1983856110 hasVolume "7" @default.
- W1983856110 isParatext "false" @default.
- W1983856110 isRetracted "false" @default.
- W1983856110 magId "1983856110" @default.
- W1983856110 workType "article" @default.