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APIS AND LINKED
DATA
A M AT C H M A D E I N H E A V E N
M I C H A E L P E T Y C H A K I S
N A T I O N A L T E C H N I C A L U N I V E R S I T Y O F A T H E N S
A T H E N S , G R E E C E , 7 T H N O V E M B E R 2 0 1 5
AGENDA
• Linked Data Overview
• Business Models on Linked Data
• What is an API?
• Business Importance Around APIs
• APIs and Linked Data
• JSON-LD
• Hydra
• DeepGraphs
• Linda
@mpetyx
LINKED DATA
“The term Linked Data refers to a set of best practices for publishing and connecting
structured data on the Web.”
“the Semantic Web is the goal or end result… Linked Data provides the means to reach
that goal”
From ‘Linked Data: The Story So Far’ - Heath, Bizer and Berners-Lee 2009
“The goal of Linked Data is to enable people to share structured data on the Web as easily as they can share
documents today.”
• Bizer/Cyganiak/Heath Linked Data Tutorial, linkeddata.org
@mpetyx
LINKED DATA DESIGN ISSUES
@mpetyx
URIS AND HTTP
• “A Uniform Resource Identifier’ (URI) provides a simple and extensible means for
identifying a resource” – W3C RFC 3986
• HTTP URIs may be ‘de-referenced’on the Web
• HTTP URIs are used for “real world” things
• http://adrianstevenson.com/id/me
• http://dbpedia.org/resource/Love
@mpetyx
LINKED DATA BUSINESS MODELS
Subscription
Sell access to data
feeds
Sell access to data
driven applications
Advertising
Sell paid
placement inside
data feeds
Sell advertising
around data-
driven applications
Authoring
Charge for official
reviews and
certifications
Charge for data
verifications and
compliance
services
Affiliate Links
E-commerce
affiliate links
embedded in data
feeds
E-commerce
affiliate links in
data-driven
applications
Value-Add
Data enhances
paid application or
service
Data provided as a
customer or lead
incentive
Traffic
Search engine
optimisation
Traffic generation
via linked open
data networks
Branding
Data sets,
structures and
ontologies to
shape market
Data-driven
applications for
brand positioning
Direct
Indirect
@mpetyx
WHAT IS AN API?
• ‘Application Programming Interface’
– “API is an online interface that allows distributed systems to communicate with one another
and exchange information”
– “APIs are carefully thought out pieces of code created by programmers .. that allow other
applications to interact with their application”
@mpetyx
APIS
• Allow machine readability of data
– Typically over the Web
• Provide other systems with access to content or functions
• Many types – e.g.
– Google, Facebook, Flickr, twitter APIs ….
– OAI-PMH
– Linked Data API, SPARQL
– Others include SOLR, SRU, Z39.50, SOAP, ….
@mpetyx
APIS ARE MACHINE TO MACHINE
• API is software-to-software interface, not a user interface
• E.g. Cinema ticket websites use API:
– Sends credit card info to remote application
– Remote application sends response back to ticket website saying OK
to issue the tickets
• User see one interface
@mpetyx
@mpetyx
958 million websites
60 trillion
web pages
@mpetyx
WHY NEED AN API AT ALL?
A small
team/Company
Shipping is
Priority
API Saves
Money
Someone else is
doing it better
No Time
@mpetyx
IMPORTANT OF API STABILITY IN
SMES
Markeplaces,
Hubs,
Directories,
Search
Sandboxing
environments
Ad-hoc
requests
Testing
@mpetyx
EACH API IS UNIQUE
@mpetyx
OPEN APIS
AUTOMATED API PROVISIONING
• Problem: How do I use an API without specifically coding for
it?
• Answer: Use vocabulary to define operations on classes and
properties
• Proposition: Annotations are the result of operations on
entities or the relationships between entities.
– Those results are also entities, which may be operated upon.
@mpetyx
LINKS AND OPERATIONS
• Define operations on entities, types of entities, or their properties.
• When does a property link to an entity?
• How do you use pagination to reference and collect linked entities?
• What operations can I perform on an entity, or property of that entity?
• Where does authentication/authorization intersect with generic API
interactions?
@mpetyx
INTRODUCING JSON-LD
JSON-based syntax to express linked data
@context
@id
@type
@value
@language
@graph
@list
@set
@mpetyx
SELF-DESCRIBING MESSAGES
• Give objects types
(@type)
{
"@context": {
"schema": "http://schema.org/",
"Person": "schema:Person",
"colleagues": {"@id": "schema:colleagues", "@type":
"@id"},
"name": "schema:name",
"image": {"@id": "schema:image", "@type": "@id"},
"url": {"@id": "schema:url", "@type": "@id"}
}
}
{
"@context": "http://example.com/context.jsonld",
"@type": "Person",
"image":
"http://localhost:9393/examples/schema.org/janedoe.jpg",
"colleagues": [
"http://www.xyz.edu/students/alicejones.html",
"http://www.xyz.edu/students/bobsmith.html"
],
"name": "Jane Doe",
"url": "http://www.janedoe.com"
}
@mpetyx
SELF-DESCRIBING MESSAGES
• Give objects types
(@type)
• Associate properties
with IRIs
{
"@context": {
"schema": "http://schema.org/",
"Person": "schema:Person",
"colleagues": {"@id": "schema:colleagues", "@type":
"@id"},
"name": "schema:name",
"image": {"@id": "schema:image", "@type": "@id"},
"url": {"@id": "schema:url", "@type": "@id"}
}
}
{
"@context": "http://example.com/context.jsonld",
"@type": "Person",
"image":
"http://localhost:9393/examples/schema.org/janedoe.jpg",
"colleagues": [
"http://www.xyz.edu/students/alicejones.html",
"http://www.xyz.edu/students/bobsmith.html"
],
"name": "Jane Doe",
"url": "http://www.janedoe.com"
}
@mpetyx
SELF-DESCRIBING MESSAGES
• Give objects types
(@type)
• Associate properties
with IRIs
• Use terms defined in a
referenced context
{
"@context": {
"schema": "http://schema.org/",
"Person": "schema:Person",
"colleagues": {"@id": "schema:colleagues", "@type":
"@id"},
"name": "schema:name",
"image": {"@id": "schema:image", "@type": "@id"},
"url": {"@id": "schema:url", "@type": "@id"}
}
}
{
"@context": "http://example.com/context.jsonld",
"@type": "Person",
"image":
"http://localhost:9393/examples/schema.org/janedoe.jpg",
"colleagues": [
"http://www.xyz.edu/students/alicejones.html",
"http://www.xyz.edu/students/bobsmith.html"
],
"name": "Jane Doe",
"url": "http://www.janedoe.com"
}
@mpetyx
SELF-DESCRIBING MESSAGES
• Give objects types
(@type)
• Associate properties
with IRIs
• Use terms defined in a
referenced context
• Specify property types
in context
{
"@context": {
"schema": "http://schema.org/",
"Person": "schema:Person",
"colleagues": {"@id": "schema:colleagues", "@type":
"@id"},
"name": "schema:name",
"image": {"@id": "schema:image", "@type": "@id"},
"url": {"@id": "schema:url", "@type": "@id"}
}
}
{
"@context": "http://example.com/context.jsonld",
"@type": "Person",
"image":
"http://localhost:9393/examples/schema.org/janedoe.jpg",
"knows": [
"http://www.xyz.edu/students/alicejones.html",
"http://www.xyz.edu/students/bobsmith.html"
],
"name": "Jane Doe",
"url": "http://www.janedoe.com"
}
@mpetyx
DESCRIBING APIS WITH JSON-LD
In search for the API Nirvana
DeepGraphs
WHAT IS HYDRA?
• W3C Community Group for Linked APIs
–REST + Linked Data
–“At the intersection of web schemas and RESTful web
applications”
@mpetyx
DEEPGRAPHS APPROACH
Goal: Modelling Hypermedia Responses
 Hydra Documents
 SWRL Rules
 JSON-LD Responses
1 Vocabulary
@mpetyx
SIMILAR APPROACHES/ MEDIA TYPES
DeepGraphs
Mason
Uber
JSON-LD
JSON API
Siren
HAL
Collection
JSON
JSON
Schema
JSON Hyper
Schema
XML
Schema
@mpetyx
THE LINDA SOLUTION
•Usage and Publication of Linked Data
•Renovation and Conversion of existing data
formats into Structures that support the
semantic enrichment and interlinking of data
http://linda-project.eu/
@mpetyx
JOIN THE HACK
http://linda-project.eu/hackathon/
http://linda-project.eu/
@mpetyx
THANK YOU
Michael Petychakis
<a
href="mailto:mpetyx@epu.ntua.gr?Subject=Hell
o" target="_top">Drop me an e-mail</a>
@mpetyx

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APIs and Linked Data: A match made in Heaven

  • 1. APIS AND LINKED DATA A M AT C H M A D E I N H E A V E N M I C H A E L P E T Y C H A K I S N A T I O N A L T E C H N I C A L U N I V E R S I T Y O F A T H E N S A T H E N S , G R E E C E , 7 T H N O V E M B E R 2 0 1 5
  • 2. AGENDA • Linked Data Overview • Business Models on Linked Data • What is an API? • Business Importance Around APIs • APIs and Linked Data • JSON-LD • Hydra • DeepGraphs • Linda @mpetyx
  • 3. LINKED DATA “The term Linked Data refers to a set of best practices for publishing and connecting structured data on the Web.” “the Semantic Web is the goal or end result… Linked Data provides the means to reach that goal” From ‘Linked Data: The Story So Far’ - Heath, Bizer and Berners-Lee 2009 “The goal of Linked Data is to enable people to share structured data on the Web as easily as they can share documents today.” • Bizer/Cyganiak/Heath Linked Data Tutorial, linkeddata.org @mpetyx
  • 4. LINKED DATA DESIGN ISSUES @mpetyx
  • 5. URIS AND HTTP • “A Uniform Resource Identifier’ (URI) provides a simple and extensible means for identifying a resource” – W3C RFC 3986 • HTTP URIs may be ‘de-referenced’on the Web • HTTP URIs are used for “real world” things • http://adrianstevenson.com/id/me • http://dbpedia.org/resource/Love @mpetyx
  • 6. LINKED DATA BUSINESS MODELS Subscription Sell access to data feeds Sell access to data driven applications Advertising Sell paid placement inside data feeds Sell advertising around data- driven applications Authoring Charge for official reviews and certifications Charge for data verifications and compliance services Affiliate Links E-commerce affiliate links embedded in data feeds E-commerce affiliate links in data-driven applications Value-Add Data enhances paid application or service Data provided as a customer or lead incentive Traffic Search engine optimisation Traffic generation via linked open data networks Branding Data sets, structures and ontologies to shape market Data-driven applications for brand positioning Direct Indirect @mpetyx
  • 7. WHAT IS AN API? • ‘Application Programming Interface’ – “API is an online interface that allows distributed systems to communicate with one another and exchange information” – “APIs are carefully thought out pieces of code created by programmers .. that allow other applications to interact with their application” @mpetyx
  • 8. APIS • Allow machine readability of data – Typically over the Web • Provide other systems with access to content or functions • Many types – e.g. – Google, Facebook, Flickr, twitter APIs …. – OAI-PMH – Linked Data API, SPARQL – Others include SOLR, SRU, Z39.50, SOAP, …. @mpetyx
  • 9. APIS ARE MACHINE TO MACHINE • API is software-to-software interface, not a user interface • E.g. Cinema ticket websites use API: – Sends credit card info to remote application – Remote application sends response back to ticket website saying OK to issue the tickets • User see one interface @mpetyx
  • 11. 958 million websites 60 trillion web pages @mpetyx
  • 12. WHY NEED AN API AT ALL? A small team/Company Shipping is Priority API Saves Money Someone else is doing it better No Time @mpetyx
  • 13. IMPORTANT OF API STABILITY IN SMES Markeplaces, Hubs, Directories, Search Sandboxing environments Ad-hoc requests Testing @mpetyx
  • 14. EACH API IS UNIQUE @mpetyx
  • 16. AUTOMATED API PROVISIONING • Problem: How do I use an API without specifically coding for it? • Answer: Use vocabulary to define operations on classes and properties • Proposition: Annotations are the result of operations on entities or the relationships between entities. – Those results are also entities, which may be operated upon. @mpetyx
  • 17. LINKS AND OPERATIONS • Define operations on entities, types of entities, or their properties. • When does a property link to an entity? • How do you use pagination to reference and collect linked entities? • What operations can I perform on an entity, or property of that entity? • Where does authentication/authorization intersect with generic API interactions? @mpetyx
  • 18. INTRODUCING JSON-LD JSON-based syntax to express linked data @context @id @type @value @language @graph @list @set @mpetyx
  • 19. SELF-DESCRIBING MESSAGES • Give objects types (@type) { "@context": { "schema": "http://schema.org/", "Person": "schema:Person", "colleagues": {"@id": "schema:colleagues", "@type": "@id"}, "name": "schema:name", "image": {"@id": "schema:image", "@type": "@id"}, "url": {"@id": "schema:url", "@type": "@id"} } } { "@context": "http://example.com/context.jsonld", "@type": "Person", "image": "http://localhost:9393/examples/schema.org/janedoe.jpg", "colleagues": [ "http://www.xyz.edu/students/alicejones.html", "http://www.xyz.edu/students/bobsmith.html" ], "name": "Jane Doe", "url": "http://www.janedoe.com" } @mpetyx
  • 20. SELF-DESCRIBING MESSAGES • Give objects types (@type) • Associate properties with IRIs { "@context": { "schema": "http://schema.org/", "Person": "schema:Person", "colleagues": {"@id": "schema:colleagues", "@type": "@id"}, "name": "schema:name", "image": {"@id": "schema:image", "@type": "@id"}, "url": {"@id": "schema:url", "@type": "@id"} } } { "@context": "http://example.com/context.jsonld", "@type": "Person", "image": "http://localhost:9393/examples/schema.org/janedoe.jpg", "colleagues": [ "http://www.xyz.edu/students/alicejones.html", "http://www.xyz.edu/students/bobsmith.html" ], "name": "Jane Doe", "url": "http://www.janedoe.com" } @mpetyx
  • 21. SELF-DESCRIBING MESSAGES • Give objects types (@type) • Associate properties with IRIs • Use terms defined in a referenced context { "@context": { "schema": "http://schema.org/", "Person": "schema:Person", "colleagues": {"@id": "schema:colleagues", "@type": "@id"}, "name": "schema:name", "image": {"@id": "schema:image", "@type": "@id"}, "url": {"@id": "schema:url", "@type": "@id"} } } { "@context": "http://example.com/context.jsonld", "@type": "Person", "image": "http://localhost:9393/examples/schema.org/janedoe.jpg", "colleagues": [ "http://www.xyz.edu/students/alicejones.html", "http://www.xyz.edu/students/bobsmith.html" ], "name": "Jane Doe", "url": "http://www.janedoe.com" } @mpetyx
  • 22. SELF-DESCRIBING MESSAGES • Give objects types (@type) • Associate properties with IRIs • Use terms defined in a referenced context • Specify property types in context { "@context": { "schema": "http://schema.org/", "Person": "schema:Person", "colleagues": {"@id": "schema:colleagues", "@type": "@id"}, "name": "schema:name", "image": {"@id": "schema:image", "@type": "@id"}, "url": {"@id": "schema:url", "@type": "@id"} } } { "@context": "http://example.com/context.jsonld", "@type": "Person", "image": "http://localhost:9393/examples/schema.org/janedoe.jpg", "knows": [ "http://www.xyz.edu/students/alicejones.html", "http://www.xyz.edu/students/bobsmith.html" ], "name": "Jane Doe", "url": "http://www.janedoe.com" } @mpetyx
  • 23. DESCRIBING APIS WITH JSON-LD In search for the API Nirvana DeepGraphs
  • 24. WHAT IS HYDRA? • W3C Community Group for Linked APIs –REST + Linked Data –“At the intersection of web schemas and RESTful web applications” @mpetyx
  • 25. DEEPGRAPHS APPROACH Goal: Modelling Hypermedia Responses  Hydra Documents  SWRL Rules  JSON-LD Responses 1 Vocabulary @mpetyx
  • 26. SIMILAR APPROACHES/ MEDIA TYPES DeepGraphs Mason Uber JSON-LD JSON API Siren HAL Collection JSON JSON Schema JSON Hyper Schema XML Schema @mpetyx
  • 27. THE LINDA SOLUTION •Usage and Publication of Linked Data •Renovation and Conversion of existing data formats into Structures that support the semantic enrichment and interlinking of data http://linda-project.eu/ @mpetyx

Editor's Notes

  1. Και μονο που αλλαζει η ημερομηνια σε καθε ενα απο αυτα, καθε μερα αυτος ο αριθμος πολλαπλασιαζεται
  2. JSON-LD brings a standard representation for expressing entity-value relationships using a few standard keywords and a consistent organizational structure for JSON Objects. Objects represent entities, with keys acting as properties. Properties always expand to full IRIs. Arrays express a set of values associated with a property, unordered by default. Order expressed in @context or as an expanded value representation. Values are Object, string or native, with standard XSD representations for native types. Expanded form allows for more datatype and language variations.
  3. The @type key gives an object with one or more types, described with an IRI. The @context provides a way to express IRIs as simple terms, and allows values to be typed.