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Knowledge Graphs as Context Sources for LLM-Based Explanations of Learning Recommendations
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 engagement with the recommended learning content.
Building Contextual Knowledge Graphs for Personalized Learning Recommendations using Text Mining and Semantic Graph Completion
While hierarchical data models are commonly used in digital learning platforms, using graph-based models enables representing the context of LOs in those platforms.
Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring
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 that understanding.
Explainable Graph-based Search for Lessons-Learned Documents in the Semiconductor Industry
A key challenge of this sustainability is the intelligent management of the generated data, as well as the knowledge extracted from it, in order to utilize this knowledge for improving future procedures.
Competence Assessment as an Expert System for Human Resource Management: A Mathematical Approach
Efficient human resource management needs accurate assessment and representation of available competences as well as effective mapping of required competences for specific jobs and positions.
Knowledge Discovery from Social Media using Big Data provided Sentiment Analysis (SoMABiT)
In todays competitive business world, being aware of customer needs and market-oriented production is a key success factor for industries.
Knowledge Integration of Collaborative Product Design Using Cloud Computing Infrastructure
Potentials of the cloud computing to support the Knowledge integration functionalities as a Service by providing functionalities such as knowledge mapping, merging, searching, and transferring in product design procedure are described in this paper.
Practical Approach of Knowledge Management in Medical Science
Knowledge organization, infrastructure, and knowledge-based activities are all subjects that help in the creation of business strategies for the new enterprise.
Deep-CLASS at ISIC Machine Learning Challenge 2018
This paper reports the method and evaluation results of MedAusbild team for ISIC challenge task.
