Connecting decentralized learning records: a blockchain based learning analytics platform

Patrick Ocheja, B. Flanagan, H. Ogata
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引用次数: 64

Abstract

As Learners move from one learning environment to another, there is a key necessity of taking with them a proof of previous learning achievements or experiences. In most cases, this is either expressed in terms of receipt of scores or a certificate of completion. While this may be sufficient for enrollment and other administrative decisions, it poses some limitations to the depth of learning analytics and consequently a slow onboarding process. Also, with different institutions having their learning data isolated from each other, it becomes more difficult to easily access a learner's learning history for all learning activities on other systems. In this paper, we propose a blockchain based approach for connecting learning data across different Learning Management Systems (LMS), Learning Record Stores (LRS), institutions and organizations. Leveraging on unique properties of blockchain technology, we also propose solutions to ensuring learning data consistency, availability, immutability, security, privacy and access control.
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连接分散的学习记录:基于区块链的学习分析平台
当学习者从一个学习环境转移到另一个学习环境时,他们有必要随身携带以前学习成就或经验的证明。在大多数情况下,这要么以收到分数的形式表示,要么以结业证书的形式表示。虽然这对于注册和其他管理决策可能已经足够了,但它对学习分析的深度造成了一些限制,从而导致入职过程缓慢。此外,由于不同机构的学习数据彼此隔离,因此很难轻松访问其他系统上所有学习活动的学习者学习历史。在本文中,我们提出了一种基于区块链的方法,用于连接不同学习管理系统(LMS)、学习记录存储(LRS)、机构和组织之间的学习数据。利用区块链技术的独特属性,我们还提出了确保学习数据一致性、可用性、不变性、安全性、隐私性和访问控制的解决方案。
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