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Een oceaan van data
Ruben Verborgh
Ghent University – imec
© Melvin Redeker
“
ecosystem |ˈēkōˌsistəm|

noun Ecology
a biological community of interacting
organisms
and their physical environment
(in general use) a complex network

or interconnected system
Silicon Valley's entrepreneurial ecosystem
Web
Solid
Ecosystems
Web
Solid
Ecosystems
Three inventions changed

the world of communication.
writing
one-to-one communication
the printing press
one-to-many communication
the World Wide Web
many-to-many communication
1
2
3
The Web was created as a solution

to heterogeneous information systems.
Scientists at CERN each brought

their own computers.
They were sitting on a mountain

of untapped potential.
Librarians soon started realizing:

the Web is here to stay.
The Web allows for an ocean of data

to thrive all around the world.
What does Web-shaped knowledge look like?
Tables store one kind of data

into rows with identical shapes.
Relational databases store

multiple kinds of data in tables.
Hierarchical models allow for

nested data representations.
Linked Data enables knowledge graphs

that are highly flexible and distributed.
Linked Data lets us capture knowledge

in different and flexible ways.
Web
Solid
Ecosystems
© David Simonds
Every piece of data created by a person

or about them, is stored in a data pod.
Apps and services appear similarly,

but they blend data from many sources.
A person can grant apps and people access

to very specific parts of their data.
Separating app and storage competition

creates better offerings for all parties.
By abandoning data harvesting,

we restore permissionless innovation.
Solid is not a company or organisation.

Solid is not (just) software.
Solid is an ecosystem.
Standards enable interoperability.
Solid is a movement.
We need to shift the app builder mindset.
Solid is a community.
Building Solid requires different people,

companies, and organisations.
Crucial challenges in Solid

are solved by Linked Data.
If we all store our own data,

how do we connect it to others’ data?
How can apps share data,

without too many prior agreements?
How do we integrate data

from multiple data pods?
With Linked Data, every piece of data

can link to any other piece of data.
{



"id": "#ruben-likes-iaz-2021",

"type": "Like",

"actor": "https://ruben.verborgh.org/profile/#me",

"object": "https://www.vvbad.be/Informatie-Aan-Zee-2021#this",

"published": "2021-10-14T08:00:00Z"

}
"@context": "https://www.w3.org/ns/activitystreams",
Data shapes and their semantics

enable layered compatibility.
{



"id": "#ruben-likes-apidays2018",

"type": "Like",

"actor": "https://ruben.verborgh.org/profile/#me",

"object": "https://www.vvbad.be/Informatie-Aan-Zee-2021#this",

"published": "2021-10-14T08:00:00Z"
}
"@context": "https://www.w3.org/ns/activitystreams",
Different source data

can be concatenated.
{



[{

"type": "Like",

"actor": "https://ruben.verborgh.org/profile/#me",

"object": "https://www.vvbad.be/Informatie-Aan-Zee-2021#this",

"published": "2021-10-14T08:00:00Z"

},{

"type": "Like",

"actor": "https://example.org/people/erhan#me",

"object": "https://www.vvbad.be/Informatie-Aan-Zee-2021#this",

" bli h d" "2021 10 14T08 05 00Z"
"@context": "https://www.w3.org/ns/activitystreams",
"@graph":
Web
Solid
Ecosystems
Collection data starts decentralized.

Why do we centralize via aggregation?
visibility and discovery
data has higher chance of being found in an aggregator
quality
aggregator can align data cross datasets
infrastructure
only the aggregator needs complex software
The case of a small metadata producer:

my scholarly publications.
I don’t claim to be a major data publisher…
But there’s one kind of data

about which I am an authority…
And that's my own data!
Yet others think they know better.
I have been publishing my own metadata

since before most of these existed.
The only correct publication record

is the one that I publish myself.
I am the source of truth
of my publication metadata.
I have one page of all my publications

and one page for each publication.
All are semantically marked up.
I publish all of this as Linked Data.
I want to be the source of truth.

I don’t need to be the only source.
I have this recurring dream in which

all of these platforms just harvest my data.
They can have it for free—it’s CC0.
I almost wish I could pay
to give them the correct data.
What flows back to data producers

as a return from aggregators?
Do you receive the improvements

that were made to your metadata?
Can you leverage the connections

that were made with your data?
Do you receive additional data

that can help you improve?
Imagine all sorts of feedback

we are missing out on.
What are people looking at most?
What metadata fields do people use?
What are people searching for?
…that doesn’t match?
Current networks are centered

around the aggregator.
We need to create network flows

to and from the aggregator.
The individual network nodes

need to become the source of truth.
Aggregators need to become part

of a larger network.
Aggregators serve as a crucial

but transparent layer in the network.
Aggregators’ main responsibility becomes

fostering a network between nodes.
Linked Data
Solid
Ecosystems
© Melvin Redeker
Een oceaan van data
@RubenVerborgh
ruben.verborgh.org

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Een oceaan van data

  • 1. Een oceaan van data Ruben Verborgh Ghent University – imec
  • 3. “ ecosystem |ˈēkōˌsistəm| noun Ecology a biological community of interacting organisms and their physical environment (in general use) a complex network or interconnected system Silicon Valley's entrepreneurial ecosystem
  • 6.
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  • 9. Three inventions changed the world of communication. writing one-to-one communication the printing press one-to-many communication the World Wide Web many-to-many communication 1 2 3
  • 10. The Web was created as a solution to heterogeneous information systems. Scientists at CERN each brought their own computers. They were sitting on a mountain of untapped potential. Librarians soon started realizing: the Web is here to stay.
  • 11. The Web allows for an ocean of data to thrive all around the world. What does Web-shaped knowledge look like?
  • 12. Tables store one kind of data into rows with identical shapes.
  • 13. Relational databases store multiple kinds of data in tables.
  • 14. Hierarchical models allow for nested data representations.
  • 15. Linked Data enables knowledge graphs that are highly flexible and distributed.
  • 16. Linked Data lets us capture knowledge in different and flexible ways.
  • 19. Every piece of data created by a person or about them, is stored in a data pod.
  • 20. Apps and services appear similarly, but they blend data from many sources.
  • 21. A person can grant apps and people access to very specific parts of their data.
  • 22. Separating app and storage competition creates better offerings for all parties.
  • 23. By abandoning data harvesting, we restore permissionless innovation.
  • 24.
  • 25. Solid is not a company or organisation. Solid is not (just) software. Solid is an ecosystem. Standards enable interoperability. Solid is a movement. We need to shift the app builder mindset. Solid is a community. Building Solid requires different people, companies, and organisations.
  • 26. Crucial challenges in Solid are solved by Linked Data. If we all store our own data, how do we connect it to others’ data? How can apps share data, without too many prior agreements? How do we integrate data from multiple data pods?
  • 27. With Linked Data, every piece of data can link to any other piece of data. { "id": "#ruben-likes-iaz-2021", "type": "Like", "actor": "https://ruben.verborgh.org/profile/#me", "object": "https://www.vvbad.be/Informatie-Aan-Zee-2021#this", "published": "2021-10-14T08:00:00Z" } "@context": "https://www.w3.org/ns/activitystreams",
  • 28. Data shapes and their semantics enable layered compatibility. { "id": "#ruben-likes-apidays2018", "type": "Like", "actor": "https://ruben.verborgh.org/profile/#me", "object": "https://www.vvbad.be/Informatie-Aan-Zee-2021#this", "published": "2021-10-14T08:00:00Z" } "@context": "https://www.w3.org/ns/activitystreams",
  • 29. Different source data can be concatenated. { [{ "type": "Like", "actor": "https://ruben.verborgh.org/profile/#me", "object": "https://www.vvbad.be/Informatie-Aan-Zee-2021#this", "published": "2021-10-14T08:00:00Z" },{ "type": "Like", "actor": "https://example.org/people/erhan#me", "object": "https://www.vvbad.be/Informatie-Aan-Zee-2021#this", " bli h d" "2021 10 14T08 05 00Z" "@context": "https://www.w3.org/ns/activitystreams", "@graph":
  • 31. Collection data starts decentralized. Why do we centralize via aggregation? visibility and discovery data has higher chance of being found in an aggregator quality aggregator can align data cross datasets infrastructure only the aggregator needs complex software
  • 32. The case of a small metadata producer: my scholarly publications. I don’t claim to be a major data publisher… But there’s one kind of data about which I am an authority… And that's my own data! Yet others think they know better.
  • 33.
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  • 45. I have been publishing my own metadata since before most of these existed. The only correct publication record is the one that I publish myself. I am the source of truth of my publication metadata. I have one page of all my publications and one page for each publication. All are semantically marked up. I publish all of this as Linked Data.
  • 46.
  • 47. I want to be the source of truth. I don’t need to be the only source. I have this recurring dream in which all of these platforms just harvest my data. They can have it for free—it’s CC0. I almost wish I could pay to give them the correct data.
  • 48. What flows back to data producers as a return from aggregators? Do you receive the improvements that were made to your metadata? Can you leverage the connections that were made with your data? Do you receive additional data that can help you improve?
  • 49. Imagine all sorts of feedback we are missing out on. What are people looking at most? What metadata fields do people use? What are people searching for? …that doesn’t match?
  • 50. Current networks are centered around the aggregator.
  • 51. We need to create network flows to and from the aggregator.
  • 52. The individual network nodes need to become the source of truth.
  • 53. Aggregators need to become part of a larger network.
  • 54. Aggregators serve as a crucial but transparent layer in the network.
  • 55. Aggregators’ main responsibility becomes fostering a network between nodes.
  • 58. Een oceaan van data @RubenVerborgh ruben.verborgh.org