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Saima Hanif
PhD Scholar Information Management
University of Punjab Lahore
Linked & Linked Open Government Data
Basic Principles and Publishing Methods
What linked data is ? (LD)
Linked data describes a method of publishing structured data so
that it can be interlinked and become more useful.
2Saima Hanif/PhD-2016-19
The Semantic web is not just about
putting data on the web. It is about
making links, so that a person or
machine can explore the web of data.
With linked data, when you have some
of it, you can find other , related , data.
Tim Berners - Lee
3Saima Hanif/PhD-2016-19
Saima Hanif/PhD-2016-19 4
The Semantic web Vision
Semantic Web is an extension of the original Web. The main idea is
to use the web not only to share information, but to share the
meaning (semantics) of information. The Semantic Web is a project
initiated in 2001 by the World Wide Web Consortium
(W3C) http://www.w3.org
Semantic web was mainly developed from the artificial
intelligence(AI)
Saima Hanif/PhD-2016-19 5
In the semantic web vision, the web also becomes accessible for
software agents instead of containing only human-readable
information. It enables vast array of novel application by making
information machine-interpretable.
In other words, documents (html pages) containing a collection of
structured machine comprehensible statements (metadata) that
allow the machine to understand the content of the documents,
making intelligent decisions to assist us.
Cont----
Network protocols to connect
machines: Computer level
communication
Network of documents
connected by hyperlinks
:Browsing, reading, searching
The
Internet
The Web
The linked
data web
Graph of data objects connected by
labeled hyperlinks :Data exchange
and mashups
6Saima Hanif/PhD-2016-19
Saima Hanif/PhD-2016-19 7
The subject and object of a triple are
both URIs that each identify a resource.
The predicate specifies how the
subject and object are related, and is
also represented by a URI
what’s inside the pot of RDF
Object
Subject Predicate
8Saima Hanif/PhD-2016-19
Saima Hanif/PhD-2016-19 9
In order to move forward with a machine – readable web, Berner- lee
(2006) drastically reduced the ambitions of the full – blown semantic
web and came up with the linked data principles. These four rules
specify a simple way to format data so that it can be interpreted by
software.
Use URIs Use HTTP URIs
Provide useful
information
Include links to
others
Principles of Linked Data
10Saima Hanif/PhD-2016-19
Saima Hanif/PhD-2016-19 11
As an example/ The subject at (line 5) (“http://dbpedia.org/page/United_States”) is
stated (at line 6) to belong to the category “Country”. using the predicate “rdf:type”. The
same subject is given a label (via the predicate “rdfs:label”; line 7) of “USA”. The graph
further states that “Washington D.C.” is its capital (via the predicate “dbpedia- owl:
capital”; line 8) and the total area square miles is “3794101” (via the predicate
“dbpedia-owl : areaSqMi; line 9).
1. @prefix dbpedia: <http://dbpedia.org/resource/>
2. @prefix dbpedia-owl: < http://dbpedia.org/Ontology/>
3. @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntaxns#>
4. @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#>
5. http://dbpedia.org/page/United_States
6. rdf:type dbpedia-owl : Country;
7. rdfs:label “USA”@en;
8. dbpedia-owl : capital dbpedia:Washington_D.C.;
9. dbpedia-owl:areaSqMi “3794101”^^xsd:integer.
Figure 1 Snapshot of RDF graph representing United States of America (from DBPedia.org)
Saima Hanif/PhD-2016-19 12
2. Use HTTP URIs so that people can look up those names.
HTTP: The Hypertext Transfer Protocol is an application protocol for
distributed, Collaborative for WWW. In other words URLs on the Web.
3. The third Principle asks for the representation of the resources
identified by those URLs by using standards, such as the machine
readable format RDF.
When someone looks up a URI, provide useful information, using the
standards (RDF, SPARQL)
Simple Protocol and RDF Query Language SPARQL is a W3C recommend
standard for querying RDF data.
Saima Hanif/PhD-2016-19 13
# prefix declarations
PREFIX dbpedia: <http://dbpedia.org/resources/>
…
# dataset definition
FROM …
# result clause
SELECT …
# query pattern
WHERE {
…
}
# query modifiers
ORDER BY …
Figure 2 SPARQL query components
zero or more prefix declarations for
abbreviating IRIs, zero or more
FROM NAMED clauses stating what
RDF graph(s) are being queried, a
query result clause specifying what
information to return from the
query, a WHERE clause specifying
what to query
for in the underlying dataset, and
zero or more query modifiers to
slice, order, and otherwise rearrange
the query results.
A SPARQL query is composed of five parts
Saima Hanif/PhD-2016-19 14
4.Finally, the fourth principle
makes sure that data contains
links to other data allowing
software agents to look up related
information.
What linked Open data is ? (LOD)
Saima Hanif/PhD-2016-19 15
The actual technology that drives and enables
OGD is known as Linked Open Data (LOD).
Dr. Martin Schöpe
What OGD is ?
Today, Open Government Data (OGD) is emerging as a major movement
in knowledge sharing. The basic premise is to open up publicly-owned
data and information from governmental institutions and to make it
available in machine- readable formats for easy re-use and cross
combination by citizens, industry, media, and academia – as well as by
government itself.
Saima Hanif/PhD-2016-19 16
17Saima Hanif/PhD-2016-19
OGD
Saima Hanif/PhD-2016-19 18
Foundation of Real
Democracy
Transparency
Right of
Information
Saima Hanif/PhD-2016-19 19
2007: Idea was initiated and 30 open
Government advocates came together in
USA to set OGD principles
2009: A memorandum signed by US
president Barack Obama in January 2009.
Point to
ponder
Saima Hanif/PhD-2016-19 20
2010 : The sunlight foundation made 10
principles.
2011: The open government partnership
was launched on September 20,2011.
Point to
ponder
Factbook of Open Data to Linked Open Data
Data OG
OGD LOD
A brief
history
2007-2011
21Saima Hanif/PhD-2016-19
Future of LOD
Saima Hanif/PhD-2016-19 22
Saima Hanif/PhD-2016-19 23
Principles of Government data to be considered as Open government
data
1 Data Must be complete (all type of sources)
2
3
4
5
Data Must be Primary(not modified)
Data Must be timely(as quickly as necessary)
Data must be accessible(to the widest range of users)
Data must be machine- processable (structured)
Saima Hanif/PhD-2016-19 24
Principles of Government data to be considered as Open government
data
6 Access must be non – discriminatory(no registration requirement)
7
8
9
10
Data formats must be non – proprietary(No exclusive control)
Data Must be license – free(reasonable privacy and security)
Permanence(Capability of finding information over time)
Usage costs(minimum cost is implemented)
Saima Hanif/PhD-2016-19 25
Publishing Linked Open Data
Analyse your data: Prepare a selection, take a deeper look at your data
(Your metadata and data itself)
 Clean your data: Data and information that comes from many
distributed data sources and in several different formats require
additional effort to ensure easy and efficient modeling.
Model your data: Choose established vocabularies and additional
models to ensure smooth data conversion to RDF the next step will be to
create unified resource identifiers (URIs) as names for each of your
object.
Saima Hanif/PhD-2016-19 26
Publishing Linked Open Data
Choose appropriate vocabularies: There are lots of vocabularies
for reuse. Evaluate and choose appropriate one, if not available
create your own.
Specify License(s): To ensure good re-use of Your data, provide a
clear license for your data to avoid its re-use in legal vacuum. Prefer
an already existing license.
Convert data to RDF: The final step, RDF is very powerful data
model for LOD and is an official W3C recommendation for semantic
web data models. Remember to include your specified license here.
Saima Hanif/PhD-2016-19 27
Publishing Linked Open Data
 Link your data to other data: Before you publish, make sure that your
data is linked to other data sets. Evaluate and choose carefully the most
relevant data sets to be linked with your own.
Publish and promote your LOD: Publish your data on the web and
promote your LOD sets to ensure wide re-use.
Saima Hanif/PhD-2016-19 28
Life Cycle of LOG Data
Bernadette Hyland
• Political and social
• Economic
• Operational
• Technical
Benefits
• Institutional
• Task complexity
• Use and participation
• Legislation
• Information quality
• Technical
Adoption
Barriers
29Saima Hanif/PhD-2016-19
Open data and open Government
Saima Hanif/PhD-2016-19 30
References
http://scholar.google.com
Bauer, F., & Kaltenböck, M. (2011). Linked open data: The essentials. Edition
mono/monochrom, Vienna.
Hooland, S. V., & Verborgh, R. (2014). Linked data for libraries, archives and
museums.
Shadbolt, N., & O'Hara, K. (2013). Linked data in
government. IEEE Internet Computing, 17(4), 72-77.
Saima Hanif/PhD-2016-19 31
References
www.slideshare.com
www.google.com
Janssen, M., Charalabidis, Y., & Zuiderwijk, A. (2012). Benefits,
adoption barriers and myths of open data and open government.
Information systems management, 29(4), 258-268.
Bizer, C., Heath, T., & Berners-Lee, T. (2008, April). Linked data:
Principles and state of the art. In World wide web conference (pp. 1-
40).
Saima Hanif/PhD-2016-19 32
THANKYOU

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Basic concept of Linked & Linked open Government data

  • 1. Saima Hanif PhD Scholar Information Management University of Punjab Lahore Linked & Linked Open Government Data Basic Principles and Publishing Methods
  • 2. What linked data is ? (LD) Linked data describes a method of publishing structured data so that it can be interlinked and become more useful. 2Saima Hanif/PhD-2016-19
  • 3. The Semantic web is not just about putting data on the web. It is about making links, so that a person or machine can explore the web of data. With linked data, when you have some of it, you can find other , related , data. Tim Berners - Lee 3Saima Hanif/PhD-2016-19
  • 4. Saima Hanif/PhD-2016-19 4 The Semantic web Vision Semantic Web is an extension of the original Web. The main idea is to use the web not only to share information, but to share the meaning (semantics) of information. The Semantic Web is a project initiated in 2001 by the World Wide Web Consortium (W3C) http://www.w3.org Semantic web was mainly developed from the artificial intelligence(AI)
  • 5. Saima Hanif/PhD-2016-19 5 In the semantic web vision, the web also becomes accessible for software agents instead of containing only human-readable information. It enables vast array of novel application by making information machine-interpretable. In other words, documents (html pages) containing a collection of structured machine comprehensible statements (metadata) that allow the machine to understand the content of the documents, making intelligent decisions to assist us. Cont----
  • 6. Network protocols to connect machines: Computer level communication Network of documents connected by hyperlinks :Browsing, reading, searching The Internet The Web The linked data web Graph of data objects connected by labeled hyperlinks :Data exchange and mashups 6Saima Hanif/PhD-2016-19
  • 8. The subject and object of a triple are both URIs that each identify a resource. The predicate specifies how the subject and object are related, and is also represented by a URI what’s inside the pot of RDF Object Subject Predicate 8Saima Hanif/PhD-2016-19
  • 9. Saima Hanif/PhD-2016-19 9 In order to move forward with a machine – readable web, Berner- lee (2006) drastically reduced the ambitions of the full – blown semantic web and came up with the linked data principles. These four rules specify a simple way to format data so that it can be interpreted by software.
  • 10. Use URIs Use HTTP URIs Provide useful information Include links to others Principles of Linked Data 10Saima Hanif/PhD-2016-19
  • 11. Saima Hanif/PhD-2016-19 11 As an example/ The subject at (line 5) (“http://dbpedia.org/page/United_States”) is stated (at line 6) to belong to the category “Country”. using the predicate “rdf:type”. The same subject is given a label (via the predicate “rdfs:label”; line 7) of “USA”. The graph further states that “Washington D.C.” is its capital (via the predicate “dbpedia- owl: capital”; line 8) and the total area square miles is “3794101” (via the predicate “dbpedia-owl : areaSqMi; line 9). 1. @prefix dbpedia: <http://dbpedia.org/resource/> 2. @prefix dbpedia-owl: < http://dbpedia.org/Ontology/> 3. @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntaxns#> 4. @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> 5. http://dbpedia.org/page/United_States 6. rdf:type dbpedia-owl : Country; 7. rdfs:label “USA”@en; 8. dbpedia-owl : capital dbpedia:Washington_D.C.; 9. dbpedia-owl:areaSqMi “3794101”^^xsd:integer. Figure 1 Snapshot of RDF graph representing United States of America (from DBPedia.org)
  • 12. Saima Hanif/PhD-2016-19 12 2. Use HTTP URIs so that people can look up those names. HTTP: The Hypertext Transfer Protocol is an application protocol for distributed, Collaborative for WWW. In other words URLs on the Web. 3. The third Principle asks for the representation of the resources identified by those URLs by using standards, such as the machine readable format RDF. When someone looks up a URI, provide useful information, using the standards (RDF, SPARQL) Simple Protocol and RDF Query Language SPARQL is a W3C recommend standard for querying RDF data.
  • 13. Saima Hanif/PhD-2016-19 13 # prefix declarations PREFIX dbpedia: <http://dbpedia.org/resources/> … # dataset definition FROM … # result clause SELECT … # query pattern WHERE { … } # query modifiers ORDER BY … Figure 2 SPARQL query components zero or more prefix declarations for abbreviating IRIs, zero or more FROM NAMED clauses stating what RDF graph(s) are being queried, a query result clause specifying what information to return from the query, a WHERE clause specifying what to query for in the underlying dataset, and zero or more query modifiers to slice, order, and otherwise rearrange the query results. A SPARQL query is composed of five parts
  • 14. Saima Hanif/PhD-2016-19 14 4.Finally, the fourth principle makes sure that data contains links to other data allowing software agents to look up related information.
  • 15. What linked Open data is ? (LOD) Saima Hanif/PhD-2016-19 15 The actual technology that drives and enables OGD is known as Linked Open Data (LOD). Dr. Martin Schöpe
  • 16. What OGD is ? Today, Open Government Data (OGD) is emerging as a major movement in knowledge sharing. The basic premise is to open up publicly-owned data and information from governmental institutions and to make it available in machine- readable formats for easy re-use and cross combination by citizens, industry, media, and academia – as well as by government itself. Saima Hanif/PhD-2016-19 16
  • 18. Saima Hanif/PhD-2016-19 18 Foundation of Real Democracy Transparency Right of Information
  • 19. Saima Hanif/PhD-2016-19 19 2007: Idea was initiated and 30 open Government advocates came together in USA to set OGD principles 2009: A memorandum signed by US president Barack Obama in January 2009. Point to ponder
  • 20. Saima Hanif/PhD-2016-19 20 2010 : The sunlight foundation made 10 principles. 2011: The open government partnership was launched on September 20,2011. Point to ponder
  • 21. Factbook of Open Data to Linked Open Data Data OG OGD LOD A brief history 2007-2011 21Saima Hanif/PhD-2016-19
  • 22. Future of LOD Saima Hanif/PhD-2016-19 22
  • 23. Saima Hanif/PhD-2016-19 23 Principles of Government data to be considered as Open government data 1 Data Must be complete (all type of sources) 2 3 4 5 Data Must be Primary(not modified) Data Must be timely(as quickly as necessary) Data must be accessible(to the widest range of users) Data must be machine- processable (structured)
  • 24. Saima Hanif/PhD-2016-19 24 Principles of Government data to be considered as Open government data 6 Access must be non – discriminatory(no registration requirement) 7 8 9 10 Data formats must be non – proprietary(No exclusive control) Data Must be license – free(reasonable privacy and security) Permanence(Capability of finding information over time) Usage costs(minimum cost is implemented)
  • 25. Saima Hanif/PhD-2016-19 25 Publishing Linked Open Data Analyse your data: Prepare a selection, take a deeper look at your data (Your metadata and data itself)  Clean your data: Data and information that comes from many distributed data sources and in several different formats require additional effort to ensure easy and efficient modeling. Model your data: Choose established vocabularies and additional models to ensure smooth data conversion to RDF the next step will be to create unified resource identifiers (URIs) as names for each of your object.
  • 26. Saima Hanif/PhD-2016-19 26 Publishing Linked Open Data Choose appropriate vocabularies: There are lots of vocabularies for reuse. Evaluate and choose appropriate one, if not available create your own. Specify License(s): To ensure good re-use of Your data, provide a clear license for your data to avoid its re-use in legal vacuum. Prefer an already existing license. Convert data to RDF: The final step, RDF is very powerful data model for LOD and is an official W3C recommendation for semantic web data models. Remember to include your specified license here.
  • 27. Saima Hanif/PhD-2016-19 27 Publishing Linked Open Data  Link your data to other data: Before you publish, make sure that your data is linked to other data sets. Evaluate and choose carefully the most relevant data sets to be linked with your own. Publish and promote your LOD: Publish your data on the web and promote your LOD sets to ensure wide re-use.
  • 28. Saima Hanif/PhD-2016-19 28 Life Cycle of LOG Data Bernadette Hyland
  • 29. • Political and social • Economic • Operational • Technical Benefits • Institutional • Task complexity • Use and participation • Legislation • Information quality • Technical Adoption Barriers 29Saima Hanif/PhD-2016-19 Open data and open Government
  • 30. Saima Hanif/PhD-2016-19 30 References http://scholar.google.com Bauer, F., & Kaltenböck, M. (2011). Linked open data: The essentials. Edition mono/monochrom, Vienna. Hooland, S. V., & Verborgh, R. (2014). Linked data for libraries, archives and museums. Shadbolt, N., & O'Hara, K. (2013). Linked data in government. IEEE Internet Computing, 17(4), 72-77.
  • 31. Saima Hanif/PhD-2016-19 31 References www.slideshare.com www.google.com Janssen, M., Charalabidis, Y., & Zuiderwijk, A. (2012). Benefits, adoption barriers and myths of open data and open government. Information systems management, 29(4), 258-268. Bizer, C., Heath, T., & Berners-Lee, T. (2008, April). Linked data: Principles and state of the art. In World wide web conference (pp. 1- 40).

Editor's Notes

  • #8: GOPHER PROTOCOL is a TCP/IP application layer protocol design for distributing searching and retrieving documents over the internet.
  • #16: Head of Division KI II 3, Federal Ministry for the Environment, Nature Conservation and Nuclear Safety, Germany
  • #21: 2010. These are not the legally binding, these are considered a general guidelines on the topic. In 2007 there were 7 rules. 2011. When eight founding governments (Brazil, Indonesia, Maxico, South Africa, united Kingdom, United States) endorsed an open Government declaration, announced their countries action plans.
  • #22: OG Open Government OGD Open Government data LOD Linked Open data
  • #23: The inherent dynamics of Open Data produced and consumed by the “big three” stakeholder groups – media, industry, and government organizations/NGOs – will move forward the idea, quality and quantity of Linked Data – whether it is open or not:
  • #26: 2. Because u need to prepare a data model.
  • #27: 2. Use the license that people are already using
  • #29: The following life cycle of Linked Open (Government) Data by Bernadette Hyland 7 visualises the path for LOD publishing: