An AI-based Solution for Enhancing Delivery of Digital Learning for Future Teachers

Kang, Yong-Bin, Forkan, Abdur Rahim Mohammad, Jayaraman, Prem Prakash, Wieland, Natalie, Kollias, Elizabeth, Du, Hung, Thomson, Steven, Li, Yuan-Fang

arXiv.org Artificial Intelligence 

However, up until the COVID-19 pandemic caused a seismic shift in the education sector, few educational institutions had fully developed digital learning models in place and adoption of digital models was ad-hoc or only partially integrated alongside traditional teaching modes [1]. In the wake of the disruptive impact of the pandemic, the education sector and more importantly educators have had to move rapidly to take up digital solutions to continue delivering learning. At the most rudimentary level, this has meant moving to online teaching through platforms such as Zoom, Google, Teams and Interactive Whiteboards and delivering pre-recorded educational materials via Learning Management Systems (e.g., Echo). Digital learning is now simply part of the education landscape both in the traditional education sector as well as within the context of corporate and workplace learning. A key challenge future teachers face when delivering educational content via digital learning is to be able to assess what the learner knows and understands, the depths of that knowledge and understanding and any gaps in that learning. Assessment also occurs in the context of the cohort and relevant band or level of learning. The Teachers Guide to Assessment produced by the Australian Capital Territory Government [2] identified that teachers and learning designers were particularly challenged by the assessment process, and that new technologies have the potential to transform existing digital teaching and learning practices through refined information gathering and the ability to enhance the nature of learner feedback. Artificial Intelligence (AI) is part of the next generation of digital learning, enabling educators to create learning content, stream content to suit individual learner needs and access and in turn respond to data based on learner performance and feedback [3]. AI has the capacity to provide significant benefits to teachers to deliver nuanced and personalised experiences to learners.