52 citations · 143 across the 14 of their papers we have counts for
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Knowledge Graphs as Context Sources for LLM-Based Explanations of Learning Recommendations
Hasan Abu-Rasheed, Christian Weber, Madjid Fathi
In the era of personalized education, the provision of comprehensible explanations for learning recommendations is of a great value to enhance the learner's understanding and engag…
Experimental Interface for Multimodal and Large Language Model Based Explanations of Educational Recommender Systems
Hasan Abu-Rasheed, Christian Weber, Madjid Fathi
In the age of artificial intelligence (AI), providing learners with suitable and sufficient explanations of AI-based recommendation algorithm's output becomes essential to enable t…
Building Contextual Knowledge Graphs for Personalized Learning Recommendations using Text Mining and Semantic Graph Completion
Hasan Abu-Rasheed, Mareike Dornhöfer, Christian Weber +3
Modelling learning objects (LO) within their context enables the learner to advance from a basic, remembering-level, learning objective to a higher-order one, i.e., a level with an…
Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring
Hasan Abu-Rasheed, Mohamad Hussam Abdulsalam, Christian Weber +1
Student commitment towards a learning recommendation is not separable from their understanding of the reasons it was recommended to them; and their ability to modify it based on th…