Matches in SemOpenAlex for { <https://semopenalex.org/work/W2280291775> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2280291775 endingPage "366" @default.
- W2280291775 startingPage "352" @default.
- W2280291775 abstract "This paper presents a Learning Analytics approach for understanding the learning behavior of students while interacting with Technology Enhanced Learning tools. In this work we show that it is possible to gain insight into the learning processes of students from their interaction data. We base our study on data collected through six laboratory sessions where first-year students of Computer Engineering at the University of Genoa were using a digital electronics simulator. We exploit Process Mining methods to investigate and compare the learning processes of students. For this purpose, we measure the understandability of their process models through a complexity metric. Then we compare the various clusters of students based on their academic achievements. The results show that the measured complexity has positive correlation with the final grades of students and negative correlation with the difficulty of the laboratory sessions. Consequently, complexity of process models can be used as an indicator of variations of student learning paths." @default.
- W2280291775 created "2016-06-24" @default.
- W2280291775 creator A5002880106 @default.
- W2280291775 creator A5035804104 @default.
- W2280291775 creator A5036611143 @default.
- W2280291775 creator A5045802198 @default.
- W2280291775 creator A5048042181 @default.
- W2280291775 date "2015-01-01" @default.
- W2280291775 modified "2023-10-01" @default.
- W2280291775 title "A Learning Analytics Approach to Correlate the Academic Achievements of Students with Interaction Data from an Educational Simulator" @default.
- W2280291775 cites W1964962870 @default.
- W2280291775 cites W1984486950 @default.
- W2280291775 cites W2027711578 @default.
- W2280291775 cites W2034717248 @default.
- W2280291775 cites W2036041771 @default.
- W2280291775 cites W2061530697 @default.
- W2280291775 cites W2094228706 @default.
- W2280291775 cites W2098250644 @default.
- W2280291775 cites W2107310644 @default.
- W2280291775 cites W2108691925 @default.
- W2280291775 cites W2108839216 @default.
- W2280291775 cites W2115223150 @default.
- W2280291775 cites W2115669451 @default.
- W2280291775 cites W2159142836 @default.
- W2280291775 cites W2162700863 @default.
- W2280291775 cites W2164185374 @default.
- W2280291775 cites W2165368100 @default.
- W2280291775 cites W2170917993 @default.
- W2280291775 cites W2199268668 @default.
- W2280291775 cites W4230145224 @default.
- W2280291775 cites W4244609377 @default.
- W2280291775 cites W4250916642 @default.
- W2280291775 cites W4252074865 @default.
- W2280291775 cites W45586048 @default.
- W2280291775 doi "https://doi.org/10.1007/978-3-319-24258-3_26" @default.
- W2280291775 hasPublicationYear "2015" @default.
- W2280291775 type Work @default.
- W2280291775 sameAs 2280291775 @default.
- W2280291775 citedByCount "31" @default.
- W2280291775 countsByYear W22802917752016 @default.
- W2280291775 countsByYear W22802917752017 @default.
- W2280291775 countsByYear W22802917752018 @default.
- W2280291775 countsByYear W22802917752019 @default.
- W2280291775 countsByYear W22802917752020 @default.
- W2280291775 countsByYear W22802917752021 @default.
- W2280291775 countsByYear W22802917752022 @default.
- W2280291775 countsByYear W22802917752023 @default.
- W2280291775 crossrefType "book-chapter" @default.
- W2280291775 hasAuthorship W2280291775A5002880106 @default.
- W2280291775 hasAuthorship W2280291775A5035804104 @default.
- W2280291775 hasAuthorship W2280291775A5036611143 @default.
- W2280291775 hasAuthorship W2280291775A5045802198 @default.
- W2280291775 hasAuthorship W2280291775A5048042181 @default.
- W2280291775 hasBestOaLocation W22802917752 @default.
- W2280291775 hasConcept C107457646 @default.
- W2280291775 hasConcept C145420912 @default.
- W2280291775 hasConcept C15744967 @default.
- W2280291775 hasConcept C2522767166 @default.
- W2280291775 hasConcept C2777648619 @default.
- W2280291775 hasConcept C41008148 @default.
- W2280291775 hasConcept C44154836 @default.
- W2280291775 hasConcept C79158427 @default.
- W2280291775 hasConceptScore W2280291775C107457646 @default.
- W2280291775 hasConceptScore W2280291775C145420912 @default.
- W2280291775 hasConceptScore W2280291775C15744967 @default.
- W2280291775 hasConceptScore W2280291775C2522767166 @default.
- W2280291775 hasConceptScore W2280291775C2777648619 @default.
- W2280291775 hasConceptScore W2280291775C41008148 @default.
- W2280291775 hasConceptScore W2280291775C44154836 @default.
- W2280291775 hasConceptScore W2280291775C79158427 @default.
- W2280291775 hasLocation W22802917751 @default.
- W2280291775 hasLocation W22802917752 @default.
- W2280291775 hasOpenAccess W2280291775 @default.
- W2280291775 hasPrimaryLocation W22802917751 @default.
- W2280291775 hasRelatedWork W2768832457 @default.
- W2280291775 hasRelatedWork W2788568090 @default.
- W2280291775 hasRelatedWork W2901666165 @default.
- W2280291775 hasRelatedWork W2955609745 @default.
- W2280291775 hasRelatedWork W3038196548 @default.
- W2280291775 hasRelatedWork W3042168181 @default.
- W2280291775 hasRelatedWork W3112230468 @default.
- W2280291775 hasRelatedWork W3152606620 @default.
- W2280291775 hasRelatedWork W4213011574 @default.
- W2280291775 hasRelatedWork W4294350028 @default.
- W2280291775 isParatext "false" @default.
- W2280291775 isRetracted "false" @default.
- W2280291775 magId "2280291775" @default.
- W2280291775 workType "book-chapter" @default.