CEDIS

Research, Software, AI

About CEDIS

What we do, who we are, where we're going

History

Our journey and achievements

Partners & recognitions

Institutions, awards, and institutional milestones

Infrastructure

Spaces and resources

Research lines

The center's scientific programs

Areas of expertise

Competencies and fronts of the center

Competency map

How lines, areas, people and projects connect

Scientific infrastructure

Servers, storage and equipment

Projects

Ongoing and completed research

Digital products

Platforms, applications and systems

Projects by partner

Initiatives with IBICT, FAP-DF and others

Researchers

Principal investigators with continuous output

Collaborators

Research and development team

Alumni

Where our alumni are

Which area fits me?

5-question quiz

Scientific publications

Articles, books, theses, dissertations and undergrad theses

Defenses and qualifications

Scheduled committees, held defenses, and deposited works

Courses and teaching materials

Training programs and open materials

Software registrations

Computer programs registered with INPI

Materials on Zenodo

Datasets, code, and registered materials

Opportunities

Open calls and archive of notices

Join CEDIS

Undergrad, thesis, master's, PhD, outreach, volunteer

Institutional partnerships

Public agencies, companies and universities

Propose a project

Write to CEDIS

PTEN

CEDIS Learning Analytics

News 09 Aug 2026

CEDIS Learning Analytics: the whole ecosystem's data becomes pedagogical evidence — with privacy by design

The cross-cutting layer of the CEDIS Ecosystem gathers the signals from Slides, Atlas and Concept Studio into a pseudonymised, k-anonymous warehouse. Ingest and API are in …

News Learning Analytics Artificial Intelligence Machine Learning

CEDIS

1 min read

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