This session will cover various aspects of FIWARE, a platform designed to facilitate the development of smart solutions for a range of industries. The session will begin with an introduction to the FIWARE Training program, which offers courses designed to help developers, entrepreneurs, and other interested parties get up to speed with FIWARE technologies.Next, attendees will learn about the FIWARE Marketplace,an online platform that provides access to FIWARE-based products and services and how to become part of it. The session will delve into the intersection of thermodynamics and FIWARE, and how this collaboration can address climate change. Attendees will learn about the use of FIWARE in creating smart solutions for energy management, emissions reduction, and more. Furthermore,The session will showcase the FIWARE integrated data platform for healthcare, which offers a range of tools and applications designed to improve healthcare outcomes. Finally, the session will also explore the Smart Data Models program, which will show 6 use cases of their successful use in different industries (Health, Energy, Water, open data, etc). Attendees will learn about the benefits of using these models and how they can be integrated into various applications. Overall, this session offers a comprehensive overview of the various aspects of FIWARE, including its marketplace, training programs, smart data models, and integrated data platforms for healthcare. The session will be beneficial for developers, entrepreneurs, and other interested parties looking to leverage FIWARE technologies to create innovative solutions for a range of industries.

1. Vienna, Austria
12-13 June, 2023
#FIWARESummit
From Data
to Value
OPEN SOURCE
OPEN STANDARDS
OPEN COMMUNITY
Leveraging FAIR and
Meloda 5 principles
Benoit Orihuela, EGM

2. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Short speaker presentation
Benoit Orihuela
• Lead architect of Stellio context broker at EGM
• Member of the FIWARE TSC
• Participant in some EU projects
• Among which Waterverse
(definition of a Water Data Management Ecosystem with
FAIR and Meloda 5 principles in mind)
I design, build and deploy FIWARE platforms!

3. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
The Data quality problem
How to improve global quality of
• Entity (resource) data
• Datasets
• Data services
And often the same kinds of problems:
• What is the type of this field? Is it mandatory or optional? …
• How often is it supposed to be updated?
• What is the geographic coverage of this dataset?
• …

4. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
FAIR principles
Ultimate goal: optimize the reuse of data
Designed around 4 pillars:
• Findability: easy to find (for humans and
computers)
• Accessibility: how to get the data?
• Interoperability: can you (and computers)
do something with it?
• Reusability: well-described, clear usage license
Accompanied with a set of precise principles for each pillar.

5. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Meloda 5 principles
• Stands for Metric for the evaLuation of Open Data and designed to evaluate
reusability of open datasets
• Metric based on 8 dimensions
• Legal licensing
• Access to information
• Technical standard
• Data model standardisation
• Geolocation content
• Update frequency of data
• Reputation
• Dissemination

6. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Extensions to Smart Data Models
• Good news: they already have a lot of the FAIR and Meloda 5 principles!
• Brought by the NGSI-LD specification
• Brought by the use of JSON Schema
• And of course all the work done around the definitions and dissemination of the Smart
Data Models
What remains to be done?
• More alignment and use of FAIR related vocabularies (e.g., DCAT)
• Set up reputation features

7. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
New services
First identified services to be developed
• Version management
• Payload validation against a specific version of (SDM) data model (with an online
and / or streamed version)
• Data model export (to a Data space or other third party data provider)
• Visualization tool
• Automatic evaluation of FAIRness status
• SQL schema generator
• Subscribe to specific subjects
• Creation of simple data models from a template

8. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
Conclusion
Spend less time qualifying data, spend more time using it!

9. Vienna, 12-13 June, 2023 | #FIWARESummit www.fiware.org
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10. Vienna, Austria
12-13 June, 2023
#FIWARESummit
Thanks!