Knowledge graph for Student Centered Learning
The development of a robust analysis framework and personalized recommendation system based on the knowledge graph.
Knowledge graph for Student Centered Learning
Knowledge graph for Student Centered Learning
The development of a robust analysis framework and personalized recommendation system based on the knowledge graph.
PLATFORMS
Android/ App Store
DEVELOPMENT MODEL
N/A
TECHNOLOGIES
FastAPI / Graphene GraphQL/ MarkLogic RDF Graph Database/ Kafka cluster/ React/ Cytoscape.js
TEAM SIZE
5
CUSTOMER
N/A
Clients
N/A
Challenge
The challenge at hand involves constructing a real-time knowledge graph that accurately represents the daily activities of millions of students. These activities are derived from a variety of heterogeneous sources, including attendance systems, student profiles, and learning activities from various educational platforms. The diversity and volume of these data sources present a complex problem in terms of data integration and representation.
Solutions
- To address this, our solution encompasses the development of a robust analysis framework and personalized recommendation system based on the knowledge graph.
- Additionally, we aim to provide a unified integration platform that effectively consolidates data from disparate silos, such as SQL, SIF, and XAPI.
- This approach not only simplifies the data integration process but also enhances the visualization and understanding of student activities and learning patterns.
Features
We aim to provide a unified integration platform that effectively consolidates data from disparate silos, such as SQL, SIF, and XAPI.
Results
Our clients were pleased with the final result, which was released to the general public. It still functions smoothly and gets support from users.
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