Reconciling Instructors' and Students' Course Overlap Perspectives via Linked Data Visualization

dc.contributor.authorZablith, Fouad
dc.contributor.authorAzad, Bijan
dc.contributor.departmentOSB
dc.contributor.facultySuliman S. Olayan School of Business (OSB)
dc.contributor.institutionAmerican University of Beirut
dc.date.accessioned2025-01-24T12:15:56Z
dc.date.available2025-01-24T12:15:56Z
dc.date.issued2021
dc.description.abstractResearch on the use of modeling and mapping tools in curriculum management is thriving, often focusing on the perspectives of the faculty alone. However, scholarly works that also incorporate the students' curriculum concerns are rare. A recurring theme in students' curriculum concerns is the perceived overlap among courses, usually expressed at the level of common concepts across courses. This common 'concept' emphasis imposes a challenge for modelers, who often focus on the course-level comparisons because they usually lack tools with subcourse (concept)-level granularity. This article investigates how to model and represent curriculum information to help in reconciling the gap between instructors' and students' views of cross-course overlap. The proposed approach involves the design and development of a digital environment to model a curriculum via linked data through an ontology representing concept-level granularity, offer instructors aid in populating course content, and facilitate the visualization and manipulation of data. The visualization tools are designed to offer functions for perceived common concept overlap identification and rectification. This digital environment was deployed and evaluated in the context of a curriculum review process, in which 25 course instructors employed the visualization tools to address a perceived course overlap problem. The preliminary results demonstrate, first, the usefulness of the approach in reconciling the views of instructors and students regarding perceived course overlap. Second, the results highlight that the approach contributes to transforming course overlap from a fuzzy notion to a more concrete and actionable construct defined as either repetition or reinforcement. © 2008-2011 IEEE.
dc.identifier.doihttps://doi.org/10.1109/TLT.2021.3118902
dc.identifier.eid2-s2.0-85117095182
dc.identifier.urihttp://hdl.handle.net/10938/33482
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofIEEE Transactions on Learning Technologies
dc.sourceScopus
dc.subjectCourse overlap
dc.subjectCurriculum mapping
dc.subjectKnowledge graphs
dc.subjectLinked data
dc.subjectOntologies
dc.subjectSemantic web
dc.subjectVisualization
dc.subjectCurricula
dc.subjectData handling
dc.subjectData visualization
dc.subjectJob analysis
dc.subjectMapping
dc.subjectOntology
dc.subjectStudents
dc.subjectTeaching
dc.subjectConcept levels
dc.subjectDigital environment
dc.subjectOntology's
dc.subjectSemantic-web
dc.subjectTask analysis
dc.subjectVocabulary
dc.subjectKnowledge graph
dc.titleReconciling Instructors' and Students' Course Overlap Perspectives via Linked Data Visualization
dc.typeArticle

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