AI-LIEN: AI-Learning Insight and Engagement Navigator

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dc.contributor.authorSeppälä, Selja
dc.contributor.authorDaly, Ross
dc.contributor.authorKallurwar, Shruti
dc.contributor.authorGopinath, Sree
dc.contributor.authorSammon, David
dc.date.accessioned2026-02-11T15:00:01Z
dc.date.available2026-02-11T15:00:01Z
dc.date.issued2025-12-04
dc.description.abstractAI-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.en
dc.description.sponsorshipThis project was funded by the National Forum for the Enhancement of Teaching and Learning in Higher Education under the Teaching and Learning Enhancement Fund (SATLE 2024) with the support of UCC OVPLT and CIRTL.
dc.description.versionPublished Version
dc.format.extent1
dc.format.mimetypeapplication/pdfen
dc.identifier.authororcidSeppälä, Selja§0000-0002-0791-1347
dc.identifier.authororcidDaly, Ross
dc.identifier.authororcidKallurwar, Shruti
dc.identifier.authororcidGopinath, Sree
dc.identifier.authororcidSammon, David§0000-0001-6138-0105
dc.identifier.citationSeppälä, S, Daly, R, Kallurwar, S, Gopinath, S & Sammon, D 2025, AI-LIEN: AI-Learning Insight and Engagement Navigator. University College Cork.
dc.identifier.otherORCID: /0000-0001-6138-0105/work/218168642
dc.identifier.urihttps://hdl.handle.net/10468/18516
dc.language.isoen
dc.publisherUniversity College Cork
dc.rights© 2025, the authors. This poster is made available under the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
dc.rights.accessrightsopen access
dc.rights.licensenameAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.statusNon peer reviewed
dc.subjectAI-LIEN
dc.subjectLearning analytics tool
dc.subjectSelf-reflection student responses
dc.subject[CUBS]
dc.titleAI-LIEN: AI-Learning Insight and Engagement Navigatoren
dc.typeOther
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