AIFB Denny Vrandečić AIFB, Universität Karlsruhe (TH) Semantics 2006 Vienna, November 28th, 2006...
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Transcript of AIFB Denny Vrandečić AIFB, Universität Karlsruhe (TH) Semantics 2006 Vienna, November 28th, 2006...
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AIFB
Denny VrandečićAIFB, Universität Karlsruhe (TH)Semantics 2006Vienna, November 28th, 2006
Semantic Wikipedia The missing links
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AIFB
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AIFB
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Universal Access toAll Knowledge
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Universal Access toAll Knowledge
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MarryingWikipedia and the Semantic Web
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AIFB
Overview
Background Wikis, Wikipedia, and the Semantic Web
Semantic Wikipedia Idea, How it looks like, Advantages
Challenges and Opportunities Web ecosystem, Open issues, Next steps
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Wikis
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AIFB
Long, long time ago…
Using Pattern Languages for Object Oriented Programming, OOPSLA87
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Design Patterns
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Design Patterns Web Page
HTML
Simple SyntaxH
TM
L
HTML
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Wikis Everyone can edit
Technology allows to edit Syntax is easy to learn
History of edits Recent changes Community building / Attribution
Easy to revert Important for fighting vandalism No fear of breaking the system
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Wikipedia
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AIFB
A new encyclopedia
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AIFB
Created March 2000 Free, web based encyclopedia
Everyone can read Expert authors and editors Extensive formal peer review Until January 2001: 22 articles Side project: wiki-based Nupedia
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AIFB
Created March 2000 Free, web based encyclopedia
Everyone can read Expert authors and editors Extensive formal peer review Until January 2001: 22 articles Until January 2002: 20,342 articles in
17 languages, 17,307 in English
January 2001
edit
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Wikipedia growth
Year Articles English Languages
2002 20,342 17,307 17
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Wikipedia growth
Year Articles English Languages
2002 20,342 17,307 17
2003 133,129 98,475 25
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Wikipedia growth
Year Articles English Languages
2002 20,342 17,307 17
2003 133,129 98,475 25
2004 420,562 189,124 52
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Wikipedia growth
Year Articles English Languages
2002 20,342 17,307 17
2003 133,129 98,475 25
2004 420,562 189,124 52
2005 1,311,697 438,289 162
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Wikipedia growth
Year Articles English Languages
2002 20,342 17,307 17
2003 133,129 98,475 25
2004 420,562 189,124 52
2005 1,311,697 438,289 162
2006 3,100,360 893,237 197
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Wikipedia growth
Year Articles English Languages
2002 20,342 17,307 17
2003 133,129 98,475 25
2004 420,562 189,124 52
2005 1,311,697 438,289 162
2006 3,100,360 893,237 197
11/2006 5,565,830 1,462,910 250
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Wikipedia users
2.7 Mio registered users About 70,000 contributors 2% (1,400) make 73.4% of all edits
Most content from wide user base Clean up / “gardening” by small group
[English Wikipedia, study by Aaron Swartz]
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Wikipedia’s problems
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But it can’t work!
Everyone can edit Repairing is easier than breaking
No special status for experts Community building
Nature study on quality 4 / 3 error rate Wikipedia / EB Controversial
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Quality
Hard to discover factual errors Focusing on quality Repeated facts Big number of lists But still not all “interesting” lists
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Coverage by language
English: 1.5 Mio German: 0.5 Mio 10 more languages: 100.000+ 40 more languages: 10.000+ But what about other languages?
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Semantic Web
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Angola Africalocated in
Zambia
located in
borders
Country Continent
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http://wiki.ontoworld.org/index.php/_Angolahttp://wiki.ontoworld.org/index.php/_Africa
http://wiki.ontoworld.org/index.php/_Relation-3ALocated_in
http://wiki.ontoworld.org/index.php/_Zambia
http://w
iki.ontoworld
.org/index.p
hp/_Relation-3ALoca
ted_in
http://wiki.ontow
orld.org/index.php/_Relation-3A
Borders
http://wiki.ontoworld.org/index.php/_Category-3ACountry
http://wiki.ontoworld.org/index.php/_Category-3AContinent
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http://wiki.ontoworld.org/index.php/_Angolahttp://wiki.ontoworld.org/index.php/_Africa
http://wiki.ontoworld.org/index.php/_Relation-3ALocated_in
http://wiki.ontoworld.org/index.php/_Zambia
http://w
iki.ontoworld
.org/index.p
hp/_Relation-3ALoca
ted_in
http://wiki.ontow
orld.org/index.php/_Relation-3A
Borders
http://wiki.ontoworld.org/index.php/_Category-3ACountry
http://wiki.ontoworld.org/index.php/_Category-3AContinent
Angola
http://www.w3.org/2000/01/rdf-schema#label
Africa
Located in
Zambia
Country
Borders
Continent
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Angola Africalocated in
Zambia
located in
borders
Country Continent
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Angola Africalocated in
Zambia
located in
borders
Country Continent
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Semantic Wikipedia: Idea
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Wikipedia today
Brač is a Croatian island in the Adriatic Sea. The island has a population of 13,000, living in numerous little towns, ranging from the 'main town' Supetar, with more than 2,500 inhabitants, to Novo Selo, where only a dozen people live.
Today, Brač lives mostly on tourism, but fishing and agriculture (especially wine and olives) are very important too, as is selling its precious, white stone (which was used in building Diocletian's Palace in Split, and is built into the White House in Washington, DC, too).
Category: Croatian Island
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BračBrač
CroatiaCroatia
Adriatic SeaAdriatic Sea
ItalyItaly
tourismtourism
ZagrebZagreb SplitSplit
MontenegroMontenegro
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How are they linked?
Brač Croatia
Brač Adriatic Sea
Brač Supetar
Brač Novo Selo
Brač tourism
Brač fishing
Brač agriculture
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How are they linked?
Brač belongs to Croatia
Brač Adriatic Sea
Brač Supetar
Brač Novo Selo
Brač tourism
Brač fishing
Brač agriculture
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How are they linked?
Brač belongs to Croatia
Brač located in Adriatic Sea
Brač Supetar
Brač Novo Selo
Brač tourism
Brač fishing
Brač agriculture
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How are they linked?
Brač belongs to Croatia
Brač located in Adriatic Sea
Brač has town Supetar
Brač has town Novo Selo
Brač tourism
Brač fishing
Brač agriculture
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How are they linked?
Brač belongs to Croatia
Brač located in Adriatic Sea
Brač has town Supetar
Brač has town Novo Selo
Brač lives on tourism
Brač lives on fishing
Brač lives on agriculture
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Brač is a
[[Croatia]]n island with an area of 396 km².
Brač is a
[[belongs to::Croatia]]n island with an area of [[area:=396 km²]].
Typed links Extend wiki with typed links So the computer “understands” it
Brač Croatiabelongsto
area396 km²
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66
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67
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AIFB
How does it look like?
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69
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70
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71
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72
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73
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AIFB
Advantages
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Many pages answer questions list of female tennis players asteroids named after people countries sorted by area, population, …
They can be generated automatically Less maintenance tasks Higher consistency
Automatic tables and lists
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Inline queries<ask>[[Category:Country]][[located in::Africa]][[population:=>1,000,000]][[population:=<10,000,000]][[population:=*]][[area:=*km²]][[borders::*]]
</ask>
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Inline query results
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Ontoworld
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79
Ontoworld
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Does every country have one capital? Is there a person with more than one
mother? Is every person born before dying? Does the population density fit to
population and size?
Hand crafted checks
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Multilinguality
Automatic check of consistency over language boundaries
Generating pages for smaller Wikipedias?
Browsing information in different languages
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83
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AIFB
Web ecosystem
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Wikipedia as a vocabulary
Semantic Wikipedia as a resource of URIs Maintaining good URIs is hard
Documented Multilingual labels Enables easier mapping
Reuse for common terms Helps in mapping the rest structurally
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86
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ChrissieChrissieRobertJordan
RobertJordan
TillTill
fanfr
ien
d
14,95 €14,95 €
price
Wheel ofTime
Wheel ofTime
auth
or o
fsuggestT
ill lo
oks
for
a gi
ftfo
r C
hris
sie,
for
20
€Scenario: looking for gifts
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Wikipedia as knowledge base
Tools already integrate Wikipedia articles
Bits of knowledge make more sense!
Amarok with knowledge import instead full articles?
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Use Semantic Web tools
Integration of data Querying
SPARQL endpoints Browsing
Faceted browsers Visualization
Timeline
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90
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SMW installations Ontoworld sem’base WWW2006 & ESWC2006 Wiki Semantic Karlsruhe KM Bible wiki Esoteric knowledge wiki Wikicompany JurisPedia …
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AIFB
Open issues
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Convergence of vocabulary
Consistency of vocabulary Author of, has written, creator…
Documentation of all types Visual feedback: red and blue links
Queries: consistent vocabulary needed Autocompletion? UI hints?
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NLP and Semantic Wikipedia
Suggestion / learning of relationships Based on patterns Statistical Background knowledge
Good playground for evaluations
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Simpler User Interface
WYSIWYG Interface for MediaWiki is in development
How to integrate with Semantic Extension?
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Lack of expressivity
How to say “Ronald Reagan was US president from 1980 to 1988”?
What about relations between relations, like inverses?
What about transitivity, symmetry? What about constraints like class
disjointness?
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AIFB
Next steps
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Next steps
Marry Wikipedia and Semantic Web Need to run stress tests
Wikipedia at 12,000 hits per second Scalability,
scalability, scalability Show cool apps Multilinguality Tons of details
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98
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Conclusions
Very flexible system for creating data “Soft” introduction
People often scared about Semantic Web You can still use it as a standard wiki Immediate benefit
“The simplest database that could work” Data is there – play with it! Kickstart the Semantic Web
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99
Universal Access toAll Knowledge
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AIFB
Thank you!
ontoworld.org
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101
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Conclusions
Very flexible system for creating data “Soft” introduction
People often scared about Semantic Web You can still use it as a standard wiki Immediate benefit
“The simplest database that could work” Data is there – play with it! Kickstart the Semantic Web
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AIFB
Backup slides
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AIFB
Technicalities
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MediaWiki
Runs Wikipedia Active development Scalable Easy to use and powerful PHP / MySQL Not many SemWeb tools here
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Mapping of OWL to SMW
owl:Individual Article
owl:Class Category
owl:ObjectProperty Relation, Link type
owl:DatatypeProperty Attribute
Object property instance Typed link [[property::object]]
Datatype property instance [[property:=value]]
rdf:type class Class instantiation
[[Category:class]]
(on article page)rdfs:subClassOf class
Subsumption
[[Category:class]]
(on category page)
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Reuse vocabulary
Existing vocabulary can be mapped Wiki directly usable as data source
No external mapping required Define vocabulary and mapping But: no complex mappings
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107
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108
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109
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110
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AIFB
Reuse in a Webpage
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114
Angola Africalocated in
Zambia
located in
borders
Country Continent
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115
http://wiki.ontoworld.org/index.php/_Angolahttp://wiki.ontoworld.org/index.php/_Africa
http://wiki.ontoworld.org/index.php/_Relation-3ALocated_in
http://wiki.ontoworld.org/index.php/_Zambia
http://w
iki.ontoworld
.org/index.p
hp/_Relation-3ALoca
ted_in
http://wiki.ontow
orld.org/index.php/_Relation-3A
Borders
http://wiki.ontoworld.org/index.php/_Category-3ACountry
http://wiki.ontoworld.org/index.php/_Category-3AContinent
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116
http://wiki.ontoworld.org/index.php/_Angolahttp://wiki.ontoworld.org/index.php/_Africa
http://wiki.ontoworld.org/index.php/_Relation-3ALocated_in
http://wiki.ontoworld.org/index.php/_Zambia
http://w
iki.ontoworld
.org/index.p
hp/_Relation-3ALoca
ted_in
http://wiki.ontow
orld.org/index.php/_Relation-3A
Borders
http://wiki.ontoworld.org/index.php/_Category-3ACountry
http://wiki.ontoworld.org/index.php/_Category-3AContinent
Angola
http://www.w3.org/2000/01/rdf-schema#label
Africa
Located in
Zambia
Country
Borders
Continent
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117
Angola Africalocated in
Zambia
located in
borders
Country Continent
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AIFB
118
http://wiki.ontoworld.org/index.php/_Angolahttp://wiki.ontoworld.org/index.php/_Africa
http://wiki.ontoworld.org/index.php/_Relation-3ALocated_in
http://wiki.ontoworld.org/index.php/_Zambia
http://w
iki.ontoworld
.org/index.p
hp/_Relation-3ALoca
ted_in
http://wiki.ontow
orld.org/index.php/_Relation-3A
Borders
http://wiki.ontoworld.org/index.php/_Category-3ACountry
http://wiki.ontoworld.org/index.php/_Category-3AContinent
Angola
http://www.w3.org/2000/01/rdf-schema#label
Africa
Located in
Zambia
Country
Borders
Continent
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SPARQL : RDF Query LangPREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>PREFIX thing: <http://wiki.ontoworld.org/index.php/_>PREFIX relation: <http://wiki.ontoworld.org/index.php/_Relation-3A>
SELECT ?labelWHERE { thing:Angola relation:Located_in ?c . ?c rdfs:label ?label}
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AIFB
121
http://wiki.ontoworld.org/index.php/_Angolahttp://wiki.ontoworld.org/index.php/_Africa
http://wiki.ontoworld.org/index.php/_Relation-3ALocated_in
http://wiki.ontoworld.org/index.php/_Zambia
http://w
iki.ontoworld
.org/index.p
hp/_Relation-3ALoca
ted_in
http://wiki.ontow
orld.org/index.php/_Relation-3A
Borders
http://wiki.ontoworld.org/index.php/_Category-3ACountry
http://wiki.ontoworld.org/index.php/_Category-3AContinent
Angola
http://www.w3.org/2000/01/rdf-schema#label
Africa
Located in
Zambia
Country
Borders
Continent
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122
<html> <body> Angola is in <?php define("RDFAPI_INCLUDE_DIR", "path/api/"); include(RDFAPI_INCLUDE_DIR . "RDFAPI.php");
$model = ModelFactory::getDefaultModel(); $model->load("full URI/ExportRDF/Angola"); $result = $model->sparqlQuery('SPARQL'); $value = $result[0]['?label']; echo $value->getLabel(); ?> </body></html>
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Angola is in Africa.
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AIFB
TBox engineering
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125
AIFB
Full TBox engineering?
Not meant for it, but possible Does not capture semantics Does not propagate to categories
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126
AIFB
Reified ontologies
SubclassOfAxiom1
meta:Populated
place
meta:City
refers
subclass
supe
rclas
s
subclass of
refers
Populated place
City
meta:subclassO
f
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127
AIFB
Reified ontologies
SubclassOfAxiom1
meta:Populated
place
meta:City
subclass
supe
rclas
s
subclass of
Populated place
City
meta:subclassO
f
owltools
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128
AIFB
Everything can be discussed
All pages have a discussion page All individuals, classes, properties have
a page With reification, even axioms may have
a page Very fine grained discussion possible
Opinions can be formalized explicitly
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AIFB
Ontology import
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130
AIFB
Ontology import
Reuse existing ontologies Upload mapped ontologies Kickstart a wiki Circumvent empty sheet problem Enrich an existing wiki
Only the simple parts
owl:Individual Article
owl:Class Category
owl:ObjectProperty Relation, Link type
owl:DatatypeProperty Attribute
Object property instance Typed link [[property::object]]
Datatype property instance
[[property::value]]
rdf:type class Class instantiation
[[Category:class]]
On article page
rdfs:subClassOf class
Subsumption
[[Category:class]]
On category page
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131
AIFB
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AIFB
Reasoning wikis
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133
AIFB
Dynamics
SemanticMediaWiki
SemanticMediaWiki KAON2KAON2User
Browser
UserBrowser
edit articlecheck for consistency
consistent?
warn if inconsistent
Example:-wife of has domain Woman-Woman and Man are disjoint
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134
AIFB
Mockup screen
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135
AIFB
Automatic classification
Infer categories from statements Based on background ontology and
wiki knowledge Automatic classification of articles Can be reused in queries
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136
AIFB
Mockup screen
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AIFB
URI crisis resolved?
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138
AIFB
URIs for everything
Uniform Resource Identifiers Based on known protocols
Linked data: resolve URI for description Maintaining URIs is hard
Clutter namespace Setting up descriptions Persistence Reuse and mapping
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139
AIFB
Romeo and JulietRomeo and Juliet
URI crisis
Is “Romeo and Juliet” the book, or the article about the book?
One URI for each Mind the gap! Redirects in
browser
Shakespeareauthor
JSmith 42
author
abou
t
http://en.wikipedia.org/wiki/Romeo_and_Juliet
http://en.wikipedia.org/wiki/_Romeo_and_Juliet
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AIFB
Bug status: still open
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AIFB
141
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AIFB
Slides index – Backup slides
103 – Technicalities111 – Reuse in webpages124 – TBox engineering129 – Ontology import132 – Reasoning in wikis137 – URI crisis resolved
19 – Wikipedia 49 – Semantic Web 56 – Basic idea 74 – Advantages 91 – Open issues101 – Conclusions