Digital Brick
Enhancing the Student Experience Using Blockchain, Open Badges and Recommendations
Bibliographic Data
| ID | 22047726 |
|---|---|
| Authors | Luca Mainetti (0000-0001-9387-9277, University of Salento, corresponding author), Roberto Paiano (0000-0002-7682-4124, University of Salento), Matteo Pedone (0000-0003-4570-7264, University of Salento), Marco Quarta (0000-0002-9687-7397, University of Salento), Elton Dervishi (Webscience Company, 73100 Lecce, Italy) |
| Year | 2022 |
| Volume | 12 |
| Issue | 8 |
| Pages | 567 |
| Publication date | 2022-08-19 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Education Sciences (JOURNAL) |
| Journal identifiers | ISSN: 2227-7102 • E-ISSN: 2227-7102 |
| Publisher | MDPI AG (PUBLISHER • IT) |
| DOI | 10.3390/educsci12080567 |
| OpenAlex | W4300484460 |
| Language | EN |
| Citations received | 1 |
| References cited | 27 |
The main purpose of this work is to describe the process of design and implementation of a novel e-Learning platform, named Digital Brick, intended to enhance the students’ experience in obtaining formal certifications of their competencies. The research method we followed starts form a deep study of the state of the art that showed us the need to invest more research effort on delivering open and flexible online environments to enable students in finding and passing courses with final formal certifications of learning. To reach this goal, we (i) designed a complete system architecture around a standard (SCORM compliant) learning management system in order the approach should be reusable as much as possible. We (ii) introduced specific modules to separate responsibilities on the definition and issuing of formal certifications using digital badges according to the IMS Open Badges standard. We (iii) exploited blockchain technology to make the sharing of badges among actors more secure, transparent and open. Finally, we (iv) introduced a new recommendation algorithm based on machine learning techniques to give advice to students about study materials and learning paths. We spent a significant part of our effort carrying out both a functional and quantitative validation of our proposal. The obtained results are presented through a laboratory case study that involves all the components of the architecture, and the outcomes are discussed providing numerical performance indicators. In conclusion, the resulting platform introduces digital badges and blockchain as tools to share recognized achievements among earners and issuers, and machine learning algorithms to provide students with recommendations on the learning material, learning objects, courses and learning paths more suitable for their learning styles
Certification · Digital Learning · Engineering management · Knowledge management · Learning Management · Multimedia · Software engineering · Blockchain Technology Applications and Security · Computer Science · Engineering · IoT and Edge/Fog Computing · Online Learning and Analytics · Architecture
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| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 1 |