Zur Kurzanzeige

dc.creatorIatrellis O., Kameas A., Fitsilis P.en
dc.date.accessioned2023-01-31T08:28:20Z
dc.date.available2023-01-31T08:28:20Z
dc.date.issued2020
dc.identifier10.1007/s12530-019-09287-4
dc.identifier.issn18686478
dc.identifier.urihttp://hdl.handle.net/11615/73999
dc.description.abstractOne of the main challenges to be confronted by modern tertiary sector, so as to improve quality is the personalization of learning, which has to be combined with a minimization of the respective costs. However, personalization requires continuous reconfiguration of the academic plans since the academic status of each student, educational options and circumstances inside a Higher Educational Institution constantly change. In this paper, we present EDUC8 (EDUCATE) software environment that provides an integrated information technology solution concerning the dynamic recommendation and execution of personalized education processes. The implemented EDUC8 prototype aggregates a process execution engine, a rule engine and a semantic infrastructure for reconfiguring the learning pathways for each student. The semantic infrastructure consists of an ontology enclosing the required knowledge and a semantic rule-set. During the execution of learning pathways, the system reasons over the rules and reconfigures the next steps of the learning process. At the same time, new knowledge and facts originated from both the rule base and the learning pathway meta-models that are established during their execution are created, which constitute the evolving knowledge base of EDUC8 platform. The completeness and performance of the implemented infrastructure was tested for the modeling and selection of a set of appropriate academic recommendations regarding the Network Engineering specialization field of the Computer Science program. © 2019, Springer-Verlag GmbH Germany, part of Springer Nature.en
dc.language.isoenen
dc.sourceEvolving Systemsen
dc.source.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85065525547&doi=10.1007%2fs12530-019-09287-4&partnerID=40&md5=7095cf664ca38db085e3a16131877e1b
dc.subjectEducation computingen
dc.subjectEngineering educationen
dc.subjectEnginesen
dc.subjectKnowledge based systemsen
dc.subjectSemanticsen
dc.subjectSoftware testingen
dc.subjectStudentsen
dc.subjectAcademic advisingen
dc.subjectEducational processen
dc.subjectLearning pathwayen
dc.subjectMeta modelen
dc.subjectPersonalizationsen
dc.subjectLearning systemsen
dc.subjectSpringeren
dc.titleEDUC8 pathways: executing self-evolving and personalized intra-organizational educational processesen
dc.typejournalArticleen


Dateien zu dieser Ressource

DateienGrößeFormatAnzeige

Zu diesem Dokument gibt es keine Dateien.

Das Dokument erscheint in:

Zur Kurzanzeige