EPEPLA Workshop on E-Portfolios Evolution Powered by Language Analysis
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Date
2024
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Gesellschaft für Informatik e.V.
Abstract
The practice of students creating ePortfolios has been experienced as an effective means of
students proving their individual knowledge and competencies by creating digital works that can be
shared. This practice has been used for decades and has allowed many students to create study-relevant
work and document these in E-Portfolios. Teachers, recruitment actors and fellow learners have
enjoyed the possibility to perceive the learning and the relevant knowledge by reviewing E-Portfolios.
Artificial intelligence empowers the reviewers of the work by providing powerful techniques that inform the many dimensions of the texts and can support the review and the creation of additional learning evidence. The Workshop ‘E-Portfolios Evolution Powered by Language Analysis’ has surfed
this wave and provided a panorama of current techniques of employing machine-learning and large language model technology that support the pedagogical practice of e-portfolios to demonstrate student learning activity.
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Keywords
E-Portfolios, Natural Language Processing, Assessment, Feedback
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