AI-LIEN: AI-Learning Insight and Engagement Navigator

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Seppala_Selja_Showcase_poster.pdf(3.04 MB)
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Date
2025-12-04
Authors
Seppälä, Selja
Daly, Ross
Kallurwar, Shruti
Gopinath, Sree
Sammon, David
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University College Cork
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Abstract
AI-LIEN is a learning analytics tool to ingest, integrate, and analyse weekly SHLAM² (Simple Hermeneutics-inspired Learning Analytics Model for Modules, SATLE 2023) self-reflection student responses (Canvas/MS Forms Quiz data). The AI-LIEN data analytics interactive dashboard allows teachers/students to view individual and/or class progress using various graphs and AI-generated insights. The AI-LIEN tool automates and streamlines the feedback process enabling ‘evidence-based nudges’ and ‘week-on-week comparative analysis’ to improve module level, learner-centric engagement.
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Keywords
SDG 4 - Quality Education , AI-LIEN , Learning analytics tool , Self-reflection student responses , [CUBS]
Citation
Seppälä, S., Daly, R., Kallurwar, S., Gopinath, S. and Sammon, D. (2025) AI-LIEN: AI-Learning Insight and Engagement Navigator [poster]. University College Cork.
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URI
https://hdl.handle.net/10468/18516
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Cork University Business School
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© 2025, the authors. This poster is made available under the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).