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Web of Data

Курс от 28DIGITAL
Средний≈ 18.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This MOOC – a joint initiative between EIT Digital, Université de Nice Sophia-Antipolis / Université Côte d'Azur, and INRIA - introduces the Linked Data standards and principles that provide the foundation of the Semantic web. You will learn how to publish, obtain and use structured data directly from the Web. Learning the principles, languages, and standards to exchange data on the Web will enable you to design and produce new applications, products, and services that leverage the volume and variety of data the Web holds. We divided this course into four parts that cover the core technical skills and competencies you need to master to be able to use the Web as a space for giant structure data exchange: • in the first part, “Principals of a Web of Linked Data”: you will learn and practice the principles to publish and obtain data directly on the Web instead of Web pages; • in the second part, “The RDF Data Model”: you will learn the standard data model for the Web and its syntaxes to publish and link data on the Web in your applications and services; • in the third part, “SPARQL Query Language”: you will learn how to directly query and access data sources on the Web and obtain structured data relevant to your activity and domain; • in the fourth and final part, “Integration of other Data Formats and Sources”: you will learn how the Web standards interact and interoperate with other data formats to allow the integration of a variety of data sources. Each week alternates short videos and quizzes, as well as supplementary resources and forums to gradually progress through the different principles and standards. After following this course successfully, you will have the skills to obtain focused and structured datasets from the Web that you can then use to augment your own datasets, enrich their dimensions, feed your applications, perform data mining, machine learning, and training, data analysis, AI processing and reasoning and other data management.

Навыки, которые вы освоите

Data IntegrationQuery LanguagesSemantic WebData ModelingInteroperabilityData ProcessingData SharingWeb ApplicationsData AccessSoftware ArchitectureData MiningData ArchitectureData Management

Программа курса

4 модулей · 170 учебных материалов

01PRINCIPLES OF A WEB OF LINKED DATA49 материалов

Introduction

IntroductionВидео

Welcome to this MOOC

Welcome video by Fabien GandonВидеоStart of the course "Web of Data"ЧтениеIntroduce yourselfОбсуждение

Учитесь у экспертов

Catherine Faron Zucker

Associate Professor

Fabien Gandon

Research Director, Professor

Olivier Corby

Researcher

Web of Data
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Обучение на Coursera

≈ 18.3 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
Technical problems and general questions about this MOOCОбсуждение

Introduction to the 1st week

Welcome and week 1 to-do-listЧтение

A brief story of the Web

Historical Introduction to the Web ArchitectureВидеоInternet vs WebЧтениеDocuments about the World Wide Web Consorsium (W3C)ЧтениеReferencesЧтение

Separating Presentation and Content

Separating Presentation and ContentВидеоXML parsersЧтениеReferencesЧтение

From Pages to Ressources

From Pages to ResourcesВидеоNamespace and URIsЧтениеReferencesЧтение

Linked Data Principles

Linked Data PrinciplesВидеоDiscover who rents a domain nameЧтениеChoosing a scheme for your URIsЧтениеTo go furtherЧтение

Stack of Standards and Languages

Stack of Standards and LanguagesВидеоThe many names of the Semantic WebЧтениеReferencesЧтение

Demos - A Web of Linked Data

The BBC Web site uses linked (open) dataВидеоUsing semantic web and linked data approaches - The BBC websiteЧтениеDBpedia at the heart of the linked open data cloudВидеоOpen data cloud - DBpediaЧтениеThe Semantic Web Dog Food eating its own Dog Food...ЧтениеSearching the Web of dataВидеоSearch engines on the Web of DataЧтениеOpen Calais: From natural language to linked dataВидеоOpen Calais: Language processing techniques and machine learning techniquesLЧтениеWhen software agents access the Web of dataВидеоGetting HTML and XML dataЧтениеLinked Data for Exploratory SearchВидеоExploratory search engineЧтение

Course materials and additional resources

Slides of The 1st WeekЧтениеTo go furtherЧтение

End-of-the week exercices: A Web of Linked Data

Important: A Web of Linked DataЧтениеIdeas and inventorsЗаданиеStandards and RecommendationsЗаданиеFind the missing values in this piece of XMLЗаданиеLinked Data PrinciplesЗаданиеSurfing DBpediaЗаданиеUsing the CURL commandЗадание

Take away

Summary of Week 1 - Principles of a web of linked dataЧтениеTake Away Week 1Видео

Weekly forums

Questions about this Week ContentsОбсуждениеShare your ResourcesОбсуждение
02The RDF data model41 материалов

Introduction to the second week

Introduction to week 2 and to-do-listЧтение

Describing Resources

Describing ResourcesВидеоTo go furtherЧтение

Triple Model and Graph Model

Triple Model and Graph ModelВидеоComposition Rules for RDF Triples and GraphsЧтениеto go furtherЧтение

Serialization Syntaxes

Serialization SyntaxesВидеоAn Example RDF Graph Serialized in Various RDF SyntaxesЧтениеTransform RDF Statements from one RDF Syntax to AnotherЧтениеTo go further...Чтение

Values, Types and Languages

Values, Types and LanguagesВидеоTurtle and RDF/XML Codes to Type Literal Values and ResourcesЧтениеXML Schema Built-in Datatype HierarchyЧтениеTo go furtherЧтение

Groups

Representing groupsВидеоTurtle and RDF/XML Codes to Represent RDF Bags and ListsЧтениеTo go further...Чтение

Naming Graphs

Naming GraphsВидеоTriG and N-Quads Codes to Represent Named GraphsЧтениеTo go further...Чтение

RDF Schema

RDF SchemaВидеоTurtle and RDF/XML Codes to Declare RDF Classes and PropertiesЧтениеTo go furtherЧтение

Demos on RDF

Validating and Translating RDF DataВидеоRDF Validation ServicesЧтениеVisualization of RDF GraphsВидеоRDF Visualization ServiceЧтениеGuided our of the Web of DataЧтениеHave you found interesting RDF data on the Web?Обсуждение

Course Material and Additional Resources

Slides of the 2nd Week: the RDF Data ModelЧтениеShare your resourcesОбсуждение

END OF THE WEEK EXERCICES

The RDF Data ModelЧтениеRDF / XMLЗаданиеAn RDF Graph in the Turtle SyntaxЗаданиеAn RDF Graph in the RDF/XML SyntaxЗаданиеAdvanced Level ExerciseЗаданиеModeling and Formalizing an RDF SchemaЗадание

Take Away

Summary of Week 2 - The RDF Data ModelЧтениеTake Away Week 2Видео

Weekly Forums

Questions about this Week ContentsОбсуждениеShare your ResourcesОбсуждение
03SPARQL Query Language33 материалов

Introduction to the 3rd week

Introduction to week 3 and to-do-listЧтение

RDF Graph Pattern Matching

RDF Graph Pattern MatchingВидеоSPARQL Queries from the video "RDF Graph Pattern Matching"Чтение

Statements

StatementsВидеоSPARQL Queries from the video "Statements"Чтение

Filter, Constraint and Function

Filter, Constraint and FunctionВидеоSPARQL Queries from the video "Filter, Constraint and Function"ЧтениеSolve SUDOKU with SPARQL...Чтение

Pre and Post Processing

Pre and Post ProcessingВидеоSPARQL Queries from the video "Pre and Post Processing"ЧтениеSPARQL with FLINT interfaceЧтение

Several Query Forms

Several Query FormsВидеоSeveral Query FormsЧтение

Results and Update

Results and UpdateВидео

Demos on SPARQL

Flint SPARQL EditorВидеоCoreseВидеоGephi and Corese to analyze data on the WebВидеоQAKIS.orgВидео

Course materials and additional resources

Slides of Week 3: SPARQL Query LanguageЧтениеTrain yourselfЧтениеContinue eating your own dog foodЧтениеLinks and ReferencesЧтениеDo you know other references on this topic?Обсуждение

END OF THE WEEK EXERCICES

SPARQL Query LanguageЧтениеSPARQL statements and Complex PatternsЗаданиеFilter the nameЗаданиеPost processing and Other query formsЗаданиеAdvanced level exerciseЗаданиеSPARQLОбсуждение

Take Away

Summary of Week 3 - SPARQL Query LanguageЧтениеTake Away Week 3Видео

Weekly Forums

Questions about this Week ContentsОбсуждениеShare your ResourcesОбсуждение
04Integration of other data formats and sources47 материалов

Introduction to the 4th week

Introduction to week 4 and to-do-listЧтение

RDFa: an RDF syntax inside HTML

RDFa: an RDF syntax inside HTMLВидеоData from the video "an RDF syntax inside HTML"ЧтениеRDFa Lite Cheat SheetЧтениеschema.orgЧтениеTwitter cardsЧтениеRDFa.info Play toolЧтениеReferencesЧтение

GRDDL: extract RDF from X(HT)ML

GRDDL: extract RDF from X(HT)MLВидеоGRDDL example in HTML and XMLЧтениеReferencesЧтение

JSON-LD: JSON syntax for RDF

JSON-LD: JSON syntax for RDFВидеоData from the video "JSON-LD: JSON syntax for RDF"ЧтениеReferencesЧтение

Tabular data and metadata (CSV)

Tabular data and metadata (CSV)ВидеоData from the video: "Tabular data and metadata (CSV)"ЧтениеReferencesЧтение

R2RML: integration with databases

R2RML: integration with databasesВидеоData from the video: "R2RML mapping"ЧтениеReferencesЧтение

LDP: a REST API to linked data

LDP: a REST API to linked dataВидеоData from the video: "LDP: a REST API to linked data"ЧтениеReferencesЧтение

Demos of week 4

Augmenting Web browser with data in the pagesВидеоMicroformatsЧтениеRDFa distillerВидеоJSON-LD from Google Knowledge Graph APIВидеоGoogle Knowledge Graph Search APIЧтениеLicentia: a Web site to choose the license of your dataВидео

Course materials and additional resources

Slides of the 4th WeekЧтениеReferencesЧтение

Weekly Forum

Questions about this Week ContentsОбсуждениеShare your ResourcesОбсуждение

End of the week and end of the MOOC exercises

End of the week and end of the MOOC exercicesЧтениеLinked dataЗаданиеRDF with holes...ЗаданиеSPARQLЗаданиеFrom RDFa to Turtle/N3ЗаданиеGRDDLЗаданиеJSON-LD in the Google Knowledge Graph API

Take away

Summary of week 4ЧтениеTake away Week 4Видео

Conclusion of the MOOC

ConclusionВидеоSupport slides to the videoЧтение
Задание
CSV on the WebЗадание
R2RML - Specifying a transformationЗадание
LDP - Call to a containerЗадание