Hideaki Takeda / National Institute of Informatics General Introduction for Semantic Web and Linked Open Data Hideaki Takeda National Institute of Informatics takeda @ nii.ac.jp 2012 INTERNATIONAL ASIAN SUMMER SCHOOL IN LINKED DATA IASLOD 2012, August 13-17, 2012, KAIST, Daejeon, Korea
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General Introduction for Semantic Web and Linked Open Data
2012 INTERNATIONAL ASIAN SUMMER SCHOOL IN LINKED DATA IASLOD 2012, August 13-17 , 2012, KAIST, Daejeon , Korea. General Introduction for Semantic Web and Linked Open Data. Hideaki Takeda National Institute of Informatics takeda @ nii.ac.jp. Semantic Web and Linked Data. - PowerPoint PPT Presentation
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Hideaki Takeda / National Institute of Informatics
General Introduction for Semantic Web and Linked Open Data
Hideaki TakedaNational Institute of Informatics
takeda@ nii.ac.jp
2012 INTERNATIONAL ASIAN SUMMER SCHOOL IN LINKED DATA IASLOD 2012, August 13-17, 2012, KAIST, Daejeon, Korea
Hideaki Takeda / National Institute of Informatics
Semantic Web and Linked Data• Semantic Web
– What is Semantic Web– How to realize Semantic Web
• Metadata• RDF• RDFS• OWL
• Linked Data– What is Linked Data?– The State-of-the-Art of Linked Data
• Linking Open Data (LOD)– How to use Linked Data
• Linked Data Browser• Linked Data Search Engine• Linked Data Applications
– How to use RDF• RDFa
– SPARQL
Hideaki Takeda / National Institute of Informatics
Semantic Web
Hideaki Takeda / National Institute of Informatics
The Aim of The Semantic Web• "The Semantic Web is an extension of the current web in
which information is given well-defined meaning, better enabling computers and people to work in cooperation."
The Semantic Web, Scientific American, May 2001, Tim Berners-Lee, James Hendler and Ora Lassila
• The Semantic Web is a vision: the idea of having data on the web defined and linked in a way that it can be used by machines not just for display purposes, but for automation, integration and reuse of data across various applications.
Hideaki Takeda / National Institute of Informatics
Architecture for the Semantic Web
Tim Berners-Lee http://www.w3.org/2002/Talks/09-lcs-sweb-tbl/
Hideaki Takeda / National Institute of Informatics
How to describe “meaning”?
• Need to describe “information on information”– “Meaning of something” is a description (“meaning”)
to a description (“something”) in computers – Metadata
• Data about data
• Need to architecture for common understanding– Syntax (language or scheme)– Vocabulary (ontology)
Hideaki Takeda / National Institute of Informatics
Metadata• What is metadata?
– Data about data – What one can say about any information object
• What is described as metadata?– Content relates to what the object contains or is about, and
is intrinsic to an information object. – Context indicates the who, what, why, where, how aspects
associated with the object's creation and is extrinsic to an information object.
– Structure relates to the formal set of associations within or among individual information objects and can be intrinsic or extrinsic
Setting the State, Anne J.Gilliand-Swetland, Introduction to Metadata – Pathways to Digital Information, Murthsa Baca (ed.), Getty Information Institute.
Hideaki Takeda / National Institute of Informatics
Metadata• Metadata to individual information objects
– Bibliography , Dublin Core• Metadata to part or structure of information objects
– Drawings , RDF , RDFS, OWL
Type : tractorOwner : Taro
Product year :2002
Axis:Connect body to wheel
Wheel
Body
Hideaki Takeda / National Institute of Informatics
A Layer model for Semantic Web• RDF (Resource Description Framework)
– The most primitive model for metadata description• SVO model• Entity-Relation Model• Semantic net
• RDF Schema– Addition of “concept” to RDF
• class-subclass , constraints• OWL
– More general concept description language• Logical consistency• Various class expressions• Various constraints
• DAML-S– Descriptions on processes
Tim Berners-Lee http://www.w3.org/2002/Talks/09-lcs-sweb-tbl/
Hideaki Takeda / National Institute of Informatics
RDF (Resource Description Framework)
• A framework to describe metadata• Separation of model and syntax• W3C Recommendation (2004)
Hideaki Takeda / National Institute of Informatics
Hideaki Takeda / National Institute of Informatics
Linked Data
• What is Linked Data?• The State-of-the-Art of Linked Data
– Linking Open Data (LOD)• How to use Linked Data
– Linked Data Browser– Linked Data Search Engine– Linked Data Applications
• How to use RDF– RDFa– SPARQL
Hideaki Takeda / National Institute of Informatics
Linking Open Data (LOD)• The project to collect published Linked Data• Major Linked Data• (Translated from the original resources)
– Dbpedia (Wikipedia) 270 Million Triples– Geonames : Geo names and their latitudes and longitudes, 93 Million Triples– MusicBrainz : Music– WordNet : Dictionary– DBLP bibliography : Bibliography for technical papers. 28 Million Triples– US Census Data: 1 Billion Triples
• ( Crawling)– FOAF (Friend Of A Friend)
• ( Wrapper )– Flickr Wrapper
Hideaki Takeda / National Institute of Informatics
<http://www.example.com/alice/posts/trouble_with_bob> <http://purl.org/dc/elements/1.1/title> "The Trouble with Bob"; <http://purl.org/dc/elements/1.1/creator> "Alice" .
In N3
Hideaki Takeda / National Institute of Informatics
Hideaki Takeda / National Institute of Informatics
<div about="/alice/posts/trouble_with_bob"> <h2 property="dc:title">The trouble with Bob</h2> The trouble with Bob is that he takes much better photos than I do: <div about="http://example.com/bob/photos/sunset.jpg"> <img src="http://example.com/bob/photos/sunset.jpg" /> <span property="dc:title">Beautiful Sunset</span> by <span property="dc:creator">Bob</span>. </div> </div>
Hideaki Takeda / National Institute of Informatics
<body about="http://example.org/john-d/#me"> <h1>John's Home Page</h1> <p>My name is <span property="foaf:nick">John D</span> and I like <a href="http://www.neubauten.org/" rel="foaf:interest" xml:lang="de">Einsturzende Neubauten</a>. </p> <p> My <span rel="foaf:interest" resource="urn:ISBN:0752820907">favorite book is the inspiring <span about="urn:ISBN:0752820907"> <cite property="dc:title">Weaving the Web</cite> by <span property="dc:creator">Tim Berners-Lee</span></span> </span> </p> </body></html>
Hideaki Takeda / National Institute of Informatics
Summary
• Linked Data is the practical application of Semantic Web– The bottom-up approach – Postpone the ontology issue
• A technological solution for data sharing– Data science– Open Government