Joining the docs: Back to the Future with Taxonomy and the New Semantics

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An introduction to a web system that automatically works out 'you may also be interested in.." style links, and performs semantic clustering on folksonomies.

Technology Health & Medicine

Joining the Docs:
Back to the Future with
‘Taxonomy and the New Semantics’
Russell Blakeborough
Director – Brightonart
boblists@brightonart.org
Creative TechnologyBrightonart The Guardian 09.11.2010

Introduction
• The problem
• Research
• Solution
• Application
• The future
Brightonart The Guardian 09.11.2010

The Problem
• People searching for Music and not finding
Piano teachers
• Freetagging vocabularies
• Diverging folksonomies
Brightonart The Guardian 09.11.2010

Research
• 1. Collaborative Creation of Communal Hierarchical
Taxonomies in Social Tagging Systems
Paul Heymann and Hector Garcia-Molina
Computer Science Department, Stanford University
• 2. The Structure of Collaborative Tagging Systems
Scott A. Golder and Bernardo A. Huberman
Information Dynamics Lab, HP Labs
• 3. Clustering Tags in Enterprise and Web Folksonomies
Edwin Simpson
HP Labs
Brightonart The Guardian 09.11.2010
http://www.hpl.hp.com/techreports/2008/HPL-2008-18.pdf

Solution
• NCO
• Normalised Co-Occurrence
• Inference to semantic distance
• Actually co-interest
• Useful community-specific data
Brightonart The Guardian 09.11.2010

NCO – intersection / union
Brightonart The Guardian 09.11.2010

NCO – intersection / union
Brightonart The Guardian 09.11.2010
A B

Sample Data
Brightonart The Guardian 09.11.2010
Term A Term B NCO
Driving Tai Chi 0
Tai Chi martial arts 0.04
National Standards Cycling Test cycling 0.23

Application
• School of Everything
– schoolofeverything.com
• Netsounds
– netsoundsproject.eu
Brightonart The Guardian 09.11.2010

School of Everything is a social
learning network that connects
people who can teach with
people who want to learn
Web 2.0 system with a strong, fast growing community.
• Driven by the community itself
• Google food – web presence
• Developing new technologies for web learning
http://schoolofeverything.comBrightonart The Guardian 09.11.2010

Relationships
Brightonart The Guardian 09.11.2010

Tai Chi
• Showing members tagged as Tai Chi
• Also showing:
Brightonart The Guardian 09.11.2010
Tai chi lessons
tai chi classes
Tai Chi Teacher
Qigong
chi kung
Taiji
qi gong
kung fu
Tai Chi Chuan
Meditation
Taijiquan
martial arts
Tao Yin
Taoist Yoga

RDF SKOS - scheme
<div xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-
ns#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#"
xmlns:skos="http://www.w3.org/2004/02/skos/core#">
<div about="http://schoolofeverything.com/subject/tai-
chi/all/teaching" typeof="skos:Concept">
<span property="skos:prefLabel" content="Tai Chi">
<span rel="skos:inScheme"
resource="http://schoolofeverything.com/subject">
<span property="skos:prefLabel" content="School of
Everything Subjects"></span>
Brightonart The Guardian 09.11.2010

RDF SKOS - related
<span rel="skos:related"
resource="http://schoolofeverything.com/subjec
t/qigong/all/teaching">
<span property="skos:prefLabel"
content="Qigong"></span>
Brightonart The Guardian 09.11.2010

London subjects cluster
Brightonart The Guardian 09.11.2010

Languages in London
Showing members tagged as Languages near
London.
Also showing:
Brightonart The Guardian 09.11.2010
• French
• Italian
• spanish
• russian
• Chinese
• japanese
• English
• german language
Literature & Culture
• portuguese

Clustering
• Navigation
• Zoom in
• Popular subjects bubble up automatically as
the community’s interests change
• Like pulling a hierarchical vocabulary out of a
freetagging vocabulary: magic
Brightonart The Guardian 09.11.2010

School of Everything / Netsounds
• Collaborative project
• Peer to peer learning
• Data feed
• Taxonomy
Brightonart The Guardian 09.11.2010

http://netsoundsproject.eu/community/soe_networkBrightonart The Guardian 09.11.2010

Matchy Matchy
• Module: taxonomy_nco
• AKA ‘Matchy Matchy’
Brightonart The Guardian 09.11.2010

http://drupal.org/project/taxonomy_ncoBrightonart The Guardian 09.11.2010

The Future
• RDF SKOS
• Interaction with results from Open Calais
• Clustering
• Visualisation
• Linking in to established ontologies
Brightonart The Guardian 09.11.2010

Summary
• Drupal contrib. module: taxonomy_nco
• ‘you may also be interested in’
– related subjects / interests
• Clustering
– the big issues
• Community
Brightonart The Guardian 09.11.2010 http://drupal.org/project/taxonomy_nco

Brightonart The Guardian 09.11.2010 Creative Technology

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Joining the docs: Back to the Future with Taxonomy and the New Semantics

1. Joining the Docs: Back to the Future with ‘Taxonomy and the New Semantics’ Russell Blakeborough Director – Brightonart boblists@brightonart.org Creative TechnologyBrightonart The Guardian 09.11.2010

2. Introduction • The problem • Research • Solution • Application • The future Brightonart The Guardian 09.11.2010

3. The Problem • People searching for Music and not finding Piano teachers • Freetagging vocabularies • Diverging folksonomies Brightonart The Guardian 09.11.2010

4. Research • 1. Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging Systems Paul Heymann and Hector Garcia-Molina Computer Science Department, Stanford University • 2. The Structure of Collaborative Tagging Systems Scott A. Golder and Bernardo A. Huberman Information Dynamics Lab, HP Labs • 3. Clustering Tags in Enterprise and Web Folksonomies Edwin Simpson HP Labs Brightonart The Guardian 09.11.2010 http://www.hpl.hp.com/techreports/2008/HPL-2008-18.pdf

5. Solution • NCO • Normalised Co-Occurrence • Inference to semantic distance • Actually co-interest • Useful community-specific data Brightonart The Guardian 09.11.2010

6. NCO – intersection / union Brightonart The Guardian 09.11.2010

7. NCO – intersection / union Brightonart The Guardian 09.11.2010 A B

8. NCO – intersection / union Brightonart The Guardian 09.11.2010 A B

9. Sample Data Brightonart The Guardian 09.11.2010 Term A Term B NCO Driving Tai Chi 0 Tai Chi martial arts 0.04 National Standards Cycling Test cycling 0.23

10. Application • School of Everything – schoolofeverything.com • Netsounds – netsoundsproject.eu Brightonart The Guardian 09.11.2010

11. School of Everything is a social learning network that connects people who can teach with people who want to learn Web 2.0 system with a strong, fast growing community. • Driven by the community itself • Google food – web presence • Developing new technologies for web learning http://schoolofeverything.comBrightonart The Guardian 09.11.2010

12. Brightonart The Guardian 09.11.2010

13. Brightonart The Guardian 09.11.2010

14. Brightonart The Guardian 09.11.2010

15. Brightonart The Guardian 09.11.2010

16. Relationships Brightonart The Guardian 09.11.2010

17. Relationships Brightonart The Guardian 09.11.2010

18. Tai Chi • Showing members tagged as Tai Chi • Also showing: Brightonart The Guardian 09.11.2010 Tai chi lessons tai chi classes Tai Chi Teacher Qigong chi kung Taiji qi gong kung fu Tai Chi Chuan Meditation Taijiquan martial arts Tao Yin Taoist Yoga

19. RDF SKOS - scheme <div xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax- ns#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:skos="http://www.w3.org/2004/02/skos/core#"> <div about="http://schoolofeverything.com/subject/tai- chi/all/teaching" typeof="skos:Concept"> <span property="skos:prefLabel" content="Tai Chi"> <span rel="skos:inScheme" resource="http://schoolofeverything.com/subject"> <span property="skos:prefLabel" content="School of Everything Subjects"></span> Brightonart The Guardian 09.11.2010

20. RDF SKOS - related <span rel="skos:related" resource="http://schoolofeverything.com/subjec t/qigong/all/teaching"> <span property="skos:prefLabel" content="Qigong"></span> Brightonart The Guardian 09.11.2010

21. Brightonart The Guardian 09.11.2010

22. Brightonart The Guardian 09.11.2010

23. London subjects cluster Brightonart The Guardian 09.11.2010

24. Languages in London Showing members tagged as Languages near London. Also showing: Brightonart The Guardian 09.11.2010 • French • Italian • spanish • russian • Chinese • japanese • English • german language Literature & Culture • portuguese

25. Clustering • Navigation • Zoom in • Popular subjects bubble up automatically as the community’s interests change • Like pulling a hierarchical vocabulary out of a freetagging vocabulary: magic Brightonart The Guardian 09.11.2010

26. School of Everything / Netsounds • Collaborative project • Peer to peer learning • Data feed • Taxonomy Brightonart The Guardian 09.11.2010

27. http://netsoundsproject.eu/community/soe_networkBrightonart The Guardian 09.11.2010

28. Brightonart The Guardian 09.11.2010

29. Brightonart The Guardian 09.11.2010

30. Brightonart The Guardian 09.11.2010

31. Brightonart The Guardian 09.11.2010

32. Brightonart The Guardian 09.11.2010

33. Brightonart The Guardian 09.11.2010

34. Matchy Matchy • Module: taxonomy_nco • AKA ‘Matchy Matchy’ Brightonart The Guardian 09.11.2010

35. http://drupal.org/project/taxonomy_ncoBrightonart The Guardian 09.11.2010

36. The Future • RDF SKOS • Interaction with results from Open Calais • Clustering • Visualisation • Linking in to established ontologies Brightonart The Guardian 09.11.2010

37. Summary • Drupal contrib. module: taxonomy_nco • ‘you may also be interested in’ – related subjects / interests • Clustering – the big issues • Community Brightonart The Guardian 09.11.2010 http://drupal.org/project/taxonomy_nco

38. Brightonart The Guardian 09.11.2010 Creative Technology

Joining the docs: Back to the Future with Taxonomy and the New Semantics

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