Portabilité des données des apprenants
Permettre la portabilité des données tout au long de la vie des apprenants
Découvrez comment tirer parti du droit à la portabilité des données pour vos apprenants tout en étant (enfin) en conformité totale RGPD.
Pourquoi la portabilité des données des apprenants profite à tous
Défis actuels
Les données des apprenants sont réparties sur plusieurs plateformes, et il est souvent difficile, voire impossible, d’obtenir ses données dans un format structuré, standardisé et lisible par machine.
La plupart des organisations fournissent, au mieux, des données au format PDF. Ce format n’est pas conforme au RGPD (il n’est ni structuré ni interopérable).
(Re)saisie manuelle
Les apprenants doivent ressaisir manuellement leur historique dans chaque nouveau LMS. Perte de temps, oublis ou erreurs sont fréquents.
Pas d'espace de stockage personnel
Impossible pour l’apprenant de collecter ou partager ses traces d’apprentissage depuis un espace personnel sécurisé.
USE CASE
dashboard
With the Learning Data Factory, you can create detailed dashboards that track learner progress across various metrics and platforms.
For instance, you can visualize the overlap of learners who have completed specific course across different LMS or MOOC platforms, or provide certification data in a user-friendly interface.
- Not controled by a single tech provider
- Compatible with EU private and public orgs
- Guranteed data use traceability
USE CASE
AI agent to personalize learning
You can connect with AI agent that analyzes a learner’s interaction data, examining their successes, failures, and the topics they find challenging or have mastered.
This AI agent provides targeted encouragement by recognizing achievements and identifying learning objectives in areas requiring further practice.
By doing so, it tailors the educational experience to each learner’s unique progress and needs, fostering a more supportive and personalized learning journey.
- Not controled by a single tech provider
- Compatible with EU private and public orgs
- Guranteed data use traceability
- 100% compatible with GDPR
USE CASE
Use data with LLM
The Learning Data Factory allows to utilize LLMs, ensuring data remains private and not reused. This allows educators to use advanced AI tools with confidence, knowing their data integrity and privacy are maintained.
- Protect privacy: data is anonymized
- Compatible with EU private and public orgs
- Guranteed data use traceability
- 100% compatible with GDPR
Portabilité de mes données apprenant
La solution DAPO-X
DAPO-X répond aux enjeux de la formation tout au long de la vie. Alors que les apprenants acquièrent compétences et connaissances, le partage de leurs données éducatives — essentielles pour suivre leur progression — sont souvent bloquées par les organisations qui ne savent pas comment l’implémenter efficacement.
DAPO-X brise ces barrières en offrant une solution sécurisée et fluide de portabilité des données entre les origanisations et leurs apprenants.
- Exporter les traces d’apprentissage
- Importer des données dans un nouveau LMS
- Gérer le consentement des données personnelles
- Respecter le droit à la portabilité (RGPD)
USE CASE
skills analysis
Conduct comprehensive skill gap analyses by comparing learner records with job profiles, and provide targeted MOOC suggestions to close those gaps, thereby enhancing career prospects and educational outcomes.
- Not controled by a single tech provider
- Compatible with EU private and public orgs
- Guranteed data use traceability
- 100% compatible with GDPR
How it works
The Learning Data Factory in practice
The Learning Data Factory operates through a streamlined process of data collection, storage, and valuation.
1
Collect
Gather learning traces from diverse systems and interactions, ensuring rich data availability
2
Store
Store the data securely in the Learning Record Store (LRS), connected to the dataspace for seamless integration.
3
Get value
Transform the data into meaningful insights and actionable pathways, using sophisticated analysis and visualization tools.
Avantages
Maîtrise des données
Les apprenants contrôlent qui accède à leurs données, et quand depuis leur application DAPO-X.
Vue d’ensemble unifiée
Toutes les données de formation sont consolidées dans une interface unique.
Suivi de progression
Validation des compétences
Les traces stockées dans le DAPO-X de l’apprenant sont autant de preuves pour valoriser leur parcours (carrière, académique).
Expérience personnalisée
L’analyse des données du DAPO-X de l’apprenant permet de recommander des contenus adaptés.
Fin du démarrage à froid
Plus besoin de recommencer à zéro : les apprenants emportent leurs données d’un LMS à l’autre via leur DAPO-X.
FAQ
Foire Aux Questions
Data Portability for Learners enables learners to access, transfer, and control their educational data across multiple platforms, ensuring compliance with . It empowers learners to take ownership of their learning records and share them seamlessly with new institutions or employers.
For Organizations: Improve personalization, compliance, and learner engagement by accessing reliable, up-to-date learning data.
For Learners: Gain control over your learning history, reduce manual data entry, and ensure your achievements are accurately represented across platforms.
Unstructured Data: Most organizations provide learning records in PDF format, which is not machine-readable or GDPR-compliant.
Manual Processes: Learners must self-report their learning history, which is time-consuming and prone to errors or omissions.
Lack of Personal Storage: Learners cannot easily collect, store, or share their learning records from a personal drive.
DAPO-X is a secure, GDPR-compliant solution designed to address the challenges of lifelong learning data portability. It allows learners to export, import, and share their learning records across platforms while maintaining full control over their data.
DAPO-X enables learners to consent to data sharing and provides their learning records in a structured, machine-readable format, fulfilling GDPR’s right to data portability.
- Save Time: Avoid manually re-entering learning history in new platforms.
- Showcase Achievements: Share verified learning records with employers or educational institutions.
- Personalized Recommendations: Receive tailored learning content based on your history.
- Accurate Learner Profiles: Access reliable, up-to-date learning data to personalize training programs.
- Compliance: Meet GDPR requirements for data portability effortlessly.
- Enhanced Engagement: Reduce learner drop-off by eliminating manual data entry and providing .
Yes. DAPO-X is designed to integrate with most open-source LMS platforms such as Moodle or Totara.
Contact us here to through the setup and integration process.
Prêt à offrir une vraie portabilité des données ?
Contactez-nous dès aujourd’hui pour échanger avec un expert.
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