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Education 5.0 requires a fundamental change in the way assessments are conducted. To transcend the constraints of standardized examinations, it is essential to employ inventive approaches such as portfolios, projects, and digital badges, which play a vital role in fostering personalized learning and empowering students. The utilization of technology and data-driven methodologies such as big data and AI present exciting opportunities for adaptive learning and enhanced comprehension. Nevertheless, ethical concerns, safeguarding data privacy, and guaranteeing fairness in evaluation persist as significant obstacles. To enhance the abilities of students and bring about educational transformation, it is crucial to prioritize ongoing enhancement, international cooperation, and the use of innovative technologies. These factors are vital in determining the future of assessment and evaluation in Education 5.0.
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Stored only when both papers are in the corpus — 63 citations exist upstream.
Papers that cite the same references — the relational fallback while embeddings are still backfilling.
Imported from OpenAlex (CC0) — nothing here is generated.