An integrated model of content, learners and outcomes for analytics, recommendations and personalised learning.

360AI’s Learning Graph is a comprehensive and interlinked model of learner profiles, educational content and learning outcomes (or learning goals). It efficiently stores and manages semantically rich relationships between these models which is fundamental to intelligent learning and publishing applications.

 
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In learning applications the Learning Graph enables real-time content recommendations to learners based on correlations between learner goals, strengths and weaknesses.  It also allows to analyse learner engagement and progression. Relationships between entities in the graph are constantly updated based on learner interactions with content and changing learner preferences.

Educational publishing solutions can use the Learning Graph to model how concepts or learning goals are interrelated and what content is available to teach these concepts. When creating new products, publishers can use this to quickly find already existing content in their content management system that relates to the concepts in the new product outline.