learning equality
Open Models for Just-in-Time Learning Pathway Recommendations
We explored the need for automated curriculum alignment in crisis contexts, and the possible role of artificial intelligence (AI) in recognizing curricular mandates and patterns, and recommending pertinent educational content in return. This work is part of a broader collaboration working with refugees and partner organizations to explore utilizing digital education to support learning in these contexts. The Design2Align series has included discussion of contextual display and creation of metadata, teacher-generated content annotations, and the technical considerations in OER for curriculum alignment facilitation. We're delighted to introduce the fourth installment of the blog series by our co-founder and Executive Director, Jamie Alexandre. Jamie discusses how user data from multiple open platforms could be used to train machine learning models, in order to optimize recommendations to teachers of contextually relevant learning pathways for their students. Our table brought together participants from diverse backgrounds and skill sets, spanning government, foundations, the tech industry, education nonprofits, and UN agencies, which made for some lively debates!
Using Feedback from Teachers, Students, and Platform Analytics to Generate Intelligent and Adaptive Content Recommendations
We explored the need for automated curriculum alignment in crisis contexts, and the possible role of artificial intelligence (AI) in recognizing curricular mandates and patterns, and recommending pertinent educational content in return. This work is part of a broader collaboration working with refugees and partner organizations to explore utilizing digital education to support learning in these contexts. The experience of engaging our professional communities in such a challenging question was as valuable as the outputs themselves, so we've been sharing the discussions and debates we've had as they may be useful in other's work. Over the past month, the Design2Align blog post series has covered topics such as contextual display and creation of metadata, teacher-generated content annotations, technical considerations in OER for curriculum alignment facilitation, and open models for just-in-time learning pathway recommendations. Today, Learning Equality's UX Design Lead, Jessica Aceret talks about the specific curriculum needs for crisis contexts, and how it requires not only a human touch but also an alignment tool that provides intelligent content recommendations so that the relevant resources can be more easily found. The Design Sprint on Curriculum Alignment in Crisis Contexts, which took place back in March, in Paris, saw many different roles in the education technology space strategically brought together -- curriculum designers, policymakers, technology experts, refugees, and more.