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Questions and Answers

Which of the following is a primary characteristic of JSON as a data serialization format?

  • It is primarily used for complex data structures requiring strict schema validation.
  • It is tightly coupled with specific programming languages, enhancing security.
  • It predominantly supports binary data, optimizing storage and transfer speeds.
  • It is designed to be compact, language-independent, and human-readable. (correct)

Which of the following is NOT a design goal of JSON-LD?

  • Simplicity, focusing on ease of learning and use with minimal keywords.
  • Incompatibility with standard JSON documents. (correct)
  • Expressiveness, enabling the serialization of labeled, directed graphs.
  • Terseness, ensuring a compact and human-readable syntax.

What is the primary function of the @context keyword in JSON-LD?

  • To define the structure and validation rules for the JSON data.
  • To specify the styling and presentation format of the JSON data for web display.
  • To link external JavaScript files and libraries for enhanced data processing.
  • To provide term-to-IRI mappings, associating terms with specific IRIs to define their meaning. (correct)

In JSON-LD, what is the role of the @id keyword?

<p>It assigns Internationalized Resource Identifiers (IRIs) to things, acting as unique identifiers. (D)</p> Signup and view all the answers

What is the primary reason behind JSON-LD's growing popularity in REST APIs?

<p>Its ability to represent data as a labeled, directed graph aligns well with semantic web principles. (B)</p> Signup and view all the answers

Which statement accurately describes a key advantage of JSON-LD?

<p>It allows developers to work with data as if it were normal JSON while enabling semantic analysis and validation. (A)</p> Signup and view all the answers

According to the content provided, what is a key disadvantage of JSON-LD compared to Turtle for representing RDF structures?

<p>RDF structures that extend beyond simple key/value pairs are less human-readable in JSON-LD compared to Turtle. (C)</p> Signup and view all the answers

Which of the following describes 'dereferencing' a URI?

<p>The act of retrieving a representation of a resource identified by a URI. (C)</p> Signup and view all the answers

What action does the server take when it encounters a 'slash URI'?

<p>It performs an automated HTTP redirect (303) to provide the document's URI. (B)</p> Signup and view all the answers

According to the resource, under which condition does a URI belong to the set of 'other resources'?

<p>when a HTTP GET request results in a redirect or the URI contains a hash sign. (D)</p> Signup and view all the answers

Identify the correct definition of the function co( ) according to the document:

<p>A function that associates a resource URI with its corresponding information resource URI. (A)</p> Signup and view all the answers

From the perspective of a server (publisher) in the context of Linked Data principles, what is a key action?

<p>Minting URIs to name things and providing access to documents via a HTTP server. (A)</p> Signup and view all the answers

In the context of Linked Data principles, what does a user agent (consumer) primarily do?

<p>Looks up HTTP URIs, parses RDF/RDFS documents, and provides SPARQL query capabilities. (B)</p> Signup and view all the answers

In the context of RDF graph merging, what is the problem related to handling blank nodes?

<p>Identical blank nodes in different graphs might not refer to the same resource, causing ambiguity. (B)</p> Signup and view all the answers

When merging RDF graphs with common blank nodes, what is a common strategy to address potential conflicts?

<p>Replacing common blank nodes with equivalent graphs that share no blank nodes. (D)</p> Signup and view all the answers

Why is accessing and downloading RDF graphs necessary when processing Linked Data locally?

<p>To process Linked Data without relying on continuous network connectivity. (B)</p> Signup and view all the answers

Identify the statement that accurately describes an RDF dataset.

<p>A collection of named graphs and a default graph without a name. (A)</p> Signup and view all the answers

What is the purpose of Algorithm for Link Traversal in the context of Linked Data?

<p>To systematically explore and retrieve linked data by following links between resources. (C)</p> Signup and view all the answers

In the algorithm for constructing an RDF dataset, what is the role of the function co(uri)?

<p>It associates the URI with its corresponding information resource. (A)</p> Signup and view all the answers

Which of the following best describes the purpose of the 'Algorithm for Constructing an RDF Dataset'?

<p>Accessing RDF graphs and organizing them into a structured dataset. (D)</p> Signup and view all the answers

How does the algorithm presented handle URIs that have both default and named graphs?

<p>It processes default and named graphs separately, assigning each to the dataset accordingly. (C)</p> Signup and view all the answers

If one were following the 'Algorithm for Link Traversal', what action is performed after retrieving the RDF graph from a given URI?

<p>The retrieved graph is added to the RDF dataset, and links to other URIs are extracted. (D)</p> Signup and view all the answers

Which of the following is a crucial requirement for the 'Algorithm for Link Traversal' to function correctly?

<p>A deterministic criterion for terminating the traversal and deciding which links to follow. (A)</p> Signup and view all the answers

Using JSON-LD, how can you specify that a value refers to an existing entity?

<p>Using the keyword <code>@id</code>. (A)</p> Signup and view all the answers

Regarding HTTP status codes, which status code is associated with content negotiation as implemented with slash URIs?

<p>303 See Also (A)</p> Signup and view all the answers

In the context of Linked Data, what is content negotiation?

<p>A process where the client and server agree on the data format to use. (B)</p> Signup and view all the answers

What key advantage does JSON-LD provide when integrating data from different sources?

<p>Semantic context for understanding the data. (C)</p> Signup and view all the answers

What would the following JSON-LD code snippet accomplish?

{
  "@context": {
    "name": "http://schema.org/name",
    "birthDate": "http://schema.org/birthDate"
  },
  "name": "John Lennon",
  "birthDate": "1940-10-09"
}

<p>It maps the <code>name</code> and <code>birthDate</code> properties to standard schema.org terms. (B)</p> Signup and view all the answers

Which of the following is an accurate interpretation of the purpose of hash URIs and slash URIs?

<p>They provide a way of separating URIs denoting other resources from URIs denoting information resources. (A)</p> Signup and view all the answers

What occurs during RDF parsing, according to Definition 9?

<p>An HTTP response gets mapped to the RDF graph in the body of the response. (C)</p> Signup and view all the answers

What must be addressed when RDF graphs are being merged?

<p>Ensuring that blank nodes from separate graphs do not conflict. (D)</p> Signup and view all the answers

In JSON-LD what does the keyword @container define?

<p>Sets the default container type for a term (A)</p> Signup and view all the answers

In JSON-LD what does the keyword @vocab define?

<p>expands properties and values in @type with a common prefix IRI (D)</p> Signup and view all the answers

If a user agent processes some JSON that has a media type of application/json, but contains a Link header that specifies a JSON-LD context, what format should the agent assume the document is?

<p>The user agent should assume that the document is JSON-LD and process the file by following the linked context. (D)</p> Signup and view all the answers

What keyword in JSON-LD is used to express reverse properties?

<p>@reverse (D)</p> Signup and view all the answers

What is the purpose of defining a @base in JSON-LD?

<p>Sets the base IRI against which relative IRIs are resolved. (C)</p> Signup and view all the answers

Which of the following specifies the language of particular string values and/or the document's default language in JSON-LD?

<p>@language (C)</p> Signup and view all the answers

What keyword is used to express a named graph in JSON-LD?

<p>@graph (D)</p> Signup and view all the answers

When should you use the @index keyword in JSON-LD?

<p>When you need to declare a container index and continue processing deeper into the JSON data structure. (D)</p> Signup and view all the answers

When is the @list keyword used in JSON-LD?

<p>defines an ordered set of data (D)</p> Signup and view all the answers

How does JSON-LD leverage standard JSON to add semantic context to data?

<p>It adds a <code>@context</code> property that maps terms to IRIs, providing a shared understanding of the data's meaning. (C)</p> Signup and view all the answers

Consider a scenario where you need to represent complex relationships in a dataset using JSON-LD. Which design goal of JSON-LD helps in achieving this?

<p>Expressiveness, allowing the serialization of labeled, directed graphs. (D)</p> Signup and view all the answers

When dereferencing a URI, how can a server communicate that a standard JSON document should be interpreted as JSON-LD without modifying the document itself?

<p>By including a Link header in the HTTP response that specifies the JSON-LD context. (B)</p> Signup and view all the answers

In the context of defining an RDF dataset, what distinguishes a 'named graph' from the 'default graph'?

<p>A named graph has a URI to identify it within the dataset, whereas the default graph does not have an explicit name or URI. (D)</p> Signup and view all the answers

When merging RDF graphs, how are the potential issues caused by shared blank nodes typically addressed?

<p>Shared blank nodes are replaced by equivalent graphs that do not share any blank nodes, standardising them apart. (C)</p> Signup and view all the answers

Flashcards

JSON (JavaScript Object Notation)

A compact, language-independent, human-readable data serialization and exchange format.

JSON-LD

JSON for Linking Data; a W3C Recommendation that adds RDF semantics.Allows embedding of Linked Data context information into plain JSON.

JSON-LD Basic Idea

Describes how JSON can be enriched with semantics using RDF.

JSON-LD Simplicity

Easy to learn. Basic use requires only the @context and @id keywords.

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JSON-LD Compatibility

A JSON-LD document is always a valid JSON document.

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JSON LD Expressiveness

Supports serialization of labeled, directed graphs.

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JSON-LD Terseness

Compact and human-readable syntax.

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JSON-LD Zero Edits

JSON is interpretable as JSON-LD with context in HTTP header.

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JSON-LD Usability as RDF

Fully convertible to RDF.

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JSON-LD Context

Introduces @context to JSON to make the semantic context of the data explicit. Defines term-to-IRI mappings which associate terms (properties) with IRIs which define them.

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JSON-LD @id Keyword

Assigns IRIs to things as unique identifiers.

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JSON-LD @type keyword

Sets the data type of a node or typed value.

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JSON-LD @context keyword

Defines short-hand names/terms.

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JSON-LD @id keyword

Uniquely identifies things with IRIs or blank node identifiers.

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JSON-LD @value keyword

Specifies the data that is associated with a particular property in the graph.

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JSON-LD @language keyword

Specifies the language of particular string values; the document's default language.

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JSON-LD @type keyword

Sets the data type of a node or typed value.

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JSON-LD @container keyword

Sets the default container type for a term.

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JSON-LD @list keyword

Defines an ordered set of data.

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JSON-LD @set keyword

Defines an unordered set of data and ensures values are always represented as arrays.

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JSON-LD @reverse keyword

Expresses reverse properties.

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JSON-LD @index keyword

Declares container an index processing should continue deeper into the JSON data structure.

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JSON-LD @base keyword

Sets the base IRI against which relative IRIs are resolved.

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JSON-LD @vocab keyword

Expands properties and values in @type with a common prefix IRI.

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JSON-LD @graph keyword

Expresses a named graph.

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JSON-LD ':' separator

Separator for JSON keys and values that use CURIEs.

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Dereferencing a URI

The act of retrieving a representation of a resource identified by a URI.

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Information Resource

A URI that does not contain a number symbol '#' and returns a 200 OK status code with the representation of the resource in the body of the HTTP message.

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Other Resource

A URI that contains a hash sign or returns a redirect (303 See Also status code) with a Location header.

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Correspondence case 1

Remove the local identifier from an URI (i.e., strip everything after the "#" symbol).

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Correspondence case 2

Dereference the URI and follow redirects (HTTP status codes 30x); we assume we get redirected to the RDF file in case of content negotiation.

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Correspondence case 3

Dereference the URI and parse the Content-Location header to yield the canonical name

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Correspondence case 4

No-op: do nothing if the URI is an information resource. Options 1-3 may be called never or repeatedly, to ultimately arrive at 4.

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Server (Publisher) Responsibilities

Coin URIs to name things and use a HTTP server to provide access to documents.

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RDF graphs

Various serialisations of RDF graphs

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Merging graph

RDF graphs are merged to process the query over a combination of graphs.

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Handling blank nodes

Graphs may share common blank nodes (e.g. _:bn1), however these blank nodes do not identify the same resource

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Linked Data published

Having RDF published as Linked Data we can process Linked Data from the web locally.

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Linked data

Each node is one resource, meaningfully linked to other resources.

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Name Graph

A pair that consists of RDF Graph linked to URI

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RDF Dataset

Consists of possibly named empty graph, and default graph without default name

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Learning Goal 2.1

Tell information resources apart from other resources based on the URI of the resource.

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Learning Goal 2.2

Decide whether a given RDF document adheres to the four Linked Data principles, and explain why (or why not).

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Learning Goal 2.3

Transform graphical representations of RDF graphs to Turtle documents (including abbreviations).

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Learning Goal 2.4

Transform Turtle documents (including abbreviations) to simple triple form (N-Triples), and vice versa.

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Learning Goal 2.5

Describe the difference between the RDF data model and data formats such as XML and JSON.

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Study Notes

  • The lecture covers semantics on the Web, Linked Data Principles, Resource Description Framework, Turtle Syntax, JSON-LD Syntax for RDF, and connecting things with documents.

JSON

  • JSON is a language-independent, compact, and human-readable data serialization and exchange format.
  • A plain JSON example is provided using John Lennon.
  • JSON has become the standard for service APIs, as seen on platforms like Github, Twitter, Flickr, Drupal, and Google.
  • Examples of how JSON is used in GitHub, Twitter, and Facebook are included.

JSON-LD

  • JSON-LD enriches JSON with semantics by adding RDF semantics.
  • JSON-LD 1.1 is a W3C Recommendation as of 2020, designed for embedding Linked Data context information into plain JSON.
  • The "@id" keyword is "This value is an identifier that is an IRI"
  • JSON-LD is designed for simplicity and compatibility
  • It is easy to learn, basic use with only two keywords (@context and @id)
  • JSON-LD documents are always valid JSON documents
  • JSON-LD allows for the serialization of labeled, directed graphs, making them more expressive.
  • JSON-LD has a compact and human-readable data structure.
  • JSON can be interpreted as JSON-LD with context in HTTP headers, minimizing the need for edits.
  • Zero edits most of the time
  • JSON-LD is fully convertable to RDF.
  • @context is introduced to JSON to make the semantic context of the data explicit.
  • context defines term-to-IRI mappings which associate terms (properties) with IRIs, which define them
  • JSON is interpretable as JSON-LD with context in HTTP headers, utilizing HTTP Link Headers (RFC5988).

JSON-LD Basic Keywords

  • @context is used to define context.
  • @id assigns IRIs to things as unique identifiers.
  • @type is used to set the data type of a node or typed value.
  • xsd:String is the default type

JSON-LD Usage

  • October 2022 Common Crawl reports over 877,812,654 HTML pages include JSON-LD, and 8.6 million domains used Jason-LD data.
  • In addition to Microdata and RDFa, schema.org supports JSON-LD.
  • it serves as a required format in the Linked Data platform.
  • It is becoming increasingly popular for many REST APIs
  • JSON-LD allows developers to use data as if it is normal JSON
  • allows developers to focus on the JSON, but modelers to get back to the RDF data model for semantic analysis and validation

JSON-LD Advantages

  • Compact data format to exchange data between applications
  • Has very good tool support, with common programming language support
  • Easy to adopt for anyone familiar with JSON
  • Has less overhead while parsing and serialization than XML

JSON-LD Disadvantages

  • RDF structures that go beyond key/value pairs are not as easy to read for humans

Referencing and Dereferencing Resources

  • Referencing a resource is as simple as writing the URI.
  • Dereferencing is about retrieving the referenced resource.
  • Dereferencing involves retrieving a representation of a resource identified by a URI.
  • Web users often don't differentiate between a resource and its rendered representation.
  • Information resources associated with a non-information resource must have their own URIs
  • They are themselves distinct resources and provide representations
  • The Eiffel Tower URI/picture example
  • The informational document and real resource need differentiation.
  • Representation is required since you can't retrieve the „Eiffel Tower"resource via browser.
  • A user that wants information about a resource might not know the URI of the describing document/associated information resource
  • The URI of the Eiffel Tower is http://example.org/eiffel-data#Tower
  • Two options for providing the information resource for a resource include "hash URIs" and "slash URIs".
  • For Hash URIs the document's is retrieved by stripping the hash
  • For Slash URIs the document's URI is gotten by an automated HTTP redirect (303)

Resource vs. Information Resource Definitions

  • Information resources lack a number symbol (“#”) / hash sign
  • HTTP GET request returns a 200 OK status with the representation in the message body.
  • Other resources contain a hash sign or a HTTP GET on the URI results in a 303 redirect with a Location header.
  • In Correspondence: The function co: associates a URI of a resource with its corresponding information resource.
  • Remove the local identifier from a URI, get redirected to the RDF file in the case of content negotiation, and parse the Content-Location header.

Two Perspectives on the Linked Data Principles

  • Server (Publisher) is able to coin URIs, provide HTTP access, and return useful information in RDF and RDF Schema.
  • User Agent (Consumer) assumes URIs as names, look up URIs, parse documents, and discover more things by accessing links.

Construction of RDF Datasets

  • RDF graphs are merged for query processing and consists of triples; identical triples are omitted.
  • Graphs may share common blank nodes, which don't identify the same resource If two graphs have no blank nodes in common, the result is their union.
  • Graphs with common blank nodes need equivalent graphs that share no blank nodes.

Acquiring Linked Data

  • Processing linked data locally needs accessing and downloading RDF graphs
  • Locally storing and accessing different RDF graphs uses the notion of an RDF dataset

Named Graphs, RDF Datasets Definitions

  • A pair (g, u) that consists of graph G and URI U, is named graph.
  • An RDF dataset combines named graphs and a default graph, lacking the name
  • Addressing a graph with URI i in a dataset D, it is D[i]. Addressing the def graph in D it is D[def]
  • Given is the set of Input URIs, the output of a construction algorithm,
  • Individual RDF graphs put into dataset
  • HTTP request is merged with parsing for the set of default and named

Learning Goals

  • Tell information resources apart from other resources based on the URI of the resource.
  • Decide whether a given RDF document adheres to the four Linked Data principles, and explain why it adheres to the four linked data principles.
  • Transform graphical representations of RDF graphs to Turtle documents and Transform Turtle documents to simple triple form.
  • Describe the difference between the RDF data model and data formats such as XML and JSON.
  • Explain the Linked Data principles from the perspective of data publisher and data consumer.
  • Explain the mechanisms behind hash and slash URIs, describe the connection, dereferencing graphs, parsing and construction datasets.

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