SlideShare a Scribd company logo
Ralf Klamma, Christian Haasler RWTH Aachen University SIG-KDD SNA Workshop, Henderson, NV August 24, 2008 Wikis as Social Networks: Evolution and Dynamics
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Agency & Patienthood  in Digital Networks
Motivation: Cross-Media Dynamic Network Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],i*-Dependencies (Structural, Cross-media) Members ( Social Network Analysis : Centrality, Efficiency) Network of Artifacts Microcontent, Blog entry ,  Message, Burst, Thread, Comment, Conversation,  Feedback (Rating) Network of Members Communities of practice Media Networks
Motivation: MediaBases ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Klamma et al.: Pattern-Based Cross Media Social Network Analysis for Technology Enhanced Learning in Europe ,   EC-TEL  2006  www.prolearn-academy.org
WikiWatcher – System Design article Article pages, URLS, Revisions Tim Liz Joe 123.45.67.89 Authors RDB Stage 1: SAX-based Parser in PERL Stage 2: Dynamic Analysis and Visualization Wiki Network Data Metadata [[Article]] [[requested]] article [http://…] [[Article2]] Generating XML dump/export files Parsing wiki data/ database transfer Measurement Network Analysis Generating Networks Visualization [[never exists]]
Network Heterogeneity ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Importance of Network Actors ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Evolution of Shortest Paths ,[object Object],[object Object],[object Object]
Evolution of Author Networks ,[object Object],Author Network of German Wikia in July 2007 Author Network of German Wikia in August 2007
Some more Hypotheses in the Study Hypotheses (Author Networks) Result Weakening of the new author rate Approved only in some Wikis Quick creation of author communities around articles Approved Authorial leadership [Reagle07] Approved Anonymous vs. registered author rate Approved only in some Wikis Registered authors connect anonymous authors Approved only in some Wikis Hypotheses (Article Networks) Result Weakening of new article rate Approved only in some Wikis Correlation between article size and #revisions Approved Weakening of article size growth Approved Correlation between article size and #discussions Approved only in some Wikis clustering coefficient of article nodes densifies Approved
Conclusions & Outlook ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

How Portable Are the Metadata Standards for Scientific Data?
How Portable Are the Metadata Standards for Scientific Data?How Portable Are the Metadata Standards for Scientific Data?
How Portable Are the Metadata Standards for Scientific Data?
Jian Qin
 
Interoperability and Technical Collaboration for Web and Social Media Archiving
Interoperability and Technical Collaboration for Web and Social Media ArchivingInteroperability and Technical Collaboration for Web and Social Media Archiving
Interoperability and Technical Collaboration for Web and Social Media Archiving
nullhandle
 
Social networking analysis
Social networking analysisSocial networking analysis
Social networking analysis
eurosigdoc acm
 
Microsoft Research Cambridge 20071207 Workshop On Online Social Networks (T...
Microsoft Research Cambridge 20071207   Workshop On Online Social Networks (T...Microsoft Research Cambridge 20071207   Workshop On Online Social Networks (T...
Microsoft Research Cambridge 20071207 Workshop On Online Social Networks (T...
Tin180 VietNam
 
Open Data and Standard APIs
Open Data and Standard APIsOpen Data and Standard APIs
Open Data and Standard APIs
Jari Jussila
 
OAI Metadata: Why and How
OAI Metadata: Why and HowOAI Metadata: Why and How
OAI Metadata: Why and How
Jenn Riley
 
Internet2 and Cyberinfrastructure
Internet2 and CyberinfrastructureInternet2 and Cyberinfrastructure
Internet2 and Cyberinfrastructurekarl.barnes
 
Next Generation Repositories
Next Generation RepositoriesNext Generation Repositories
Next Generation Repositories
ukcorr
 
Rakesh-Nune-Incident-Management-for-DDOT
Rakesh-Nune-Incident-Management-for-DDOTRakesh-Nune-Incident-Management-for-DDOT
Rakesh-Nune-Incident-Management-for-DDOTRakesh Nune
 
Sept 24 NISO Virtual Conference: Library Data in the Cloud
Sept 24 NISO Virtual Conference: Library Data in the CloudSept 24 NISO Virtual Conference: Library Data in the Cloud
Sept 24 NISO Virtual Conference: Library Data in the Cloud
National Information Standards Organization (NISO)
 
Sept 24 NISO Virtual Conference: Library Data in the Cloud
Sept 24 NISO Virtual Conference: Library Data in the CloudSept 24 NISO Virtual Conference: Library Data in the Cloud
Sept 24 NISO Virtual Conference: Library Data in the Cloud
National Information Standards Organization (NISO)
 
Open data licensing : Trojan horse or sunken treasure? Authors: Caleb Derven,...
Open data licensing : Trojan horse or sunken treasure? Authors: Caleb Derven,...Open data licensing : Trojan horse or sunken treasure? Authors: Caleb Derven,...
Open data licensing : Trojan horse or sunken treasure? Authors: Caleb Derven,...
UCD Library
 
GeoChronos: An On-line Collaborative Platform for Earth Observation Scientists
GeoChronos: An On-line Collaborative Platform for Earth Observation ScientistsGeoChronos: An On-line Collaborative Platform for Earth Observation Scientists
GeoChronos: An On-line Collaborative Platform for Earth Observation Scientists
Cameron Kiddle
 

What's hot (13)

How Portable Are the Metadata Standards for Scientific Data?
How Portable Are the Metadata Standards for Scientific Data?How Portable Are the Metadata Standards for Scientific Data?
How Portable Are the Metadata Standards for Scientific Data?
 
Interoperability and Technical Collaboration for Web and Social Media Archiving
Interoperability and Technical Collaboration for Web and Social Media ArchivingInteroperability and Technical Collaboration for Web and Social Media Archiving
Interoperability and Technical Collaboration for Web and Social Media Archiving
 
Social networking analysis
Social networking analysisSocial networking analysis
Social networking analysis
 
Microsoft Research Cambridge 20071207 Workshop On Online Social Networks (T...
Microsoft Research Cambridge 20071207   Workshop On Online Social Networks (T...Microsoft Research Cambridge 20071207   Workshop On Online Social Networks (T...
Microsoft Research Cambridge 20071207 Workshop On Online Social Networks (T...
 
Open Data and Standard APIs
Open Data and Standard APIsOpen Data and Standard APIs
Open Data and Standard APIs
 
OAI Metadata: Why and How
OAI Metadata: Why and HowOAI Metadata: Why and How
OAI Metadata: Why and How
 
Internet2 and Cyberinfrastructure
Internet2 and CyberinfrastructureInternet2 and Cyberinfrastructure
Internet2 and Cyberinfrastructure
 
Next Generation Repositories
Next Generation RepositoriesNext Generation Repositories
Next Generation Repositories
 
Rakesh-Nune-Incident-Management-for-DDOT
Rakesh-Nune-Incident-Management-for-DDOTRakesh-Nune-Incident-Management-for-DDOT
Rakesh-Nune-Incident-Management-for-DDOT
 
Sept 24 NISO Virtual Conference: Library Data in the Cloud
Sept 24 NISO Virtual Conference: Library Data in the CloudSept 24 NISO Virtual Conference: Library Data in the Cloud
Sept 24 NISO Virtual Conference: Library Data in the Cloud
 
Sept 24 NISO Virtual Conference: Library Data in the Cloud
Sept 24 NISO Virtual Conference: Library Data in the CloudSept 24 NISO Virtual Conference: Library Data in the Cloud
Sept 24 NISO Virtual Conference: Library Data in the Cloud
 
Open data licensing : Trojan horse or sunken treasure? Authors: Caleb Derven,...
Open data licensing : Trojan horse or sunken treasure? Authors: Caleb Derven,...Open data licensing : Trojan horse or sunken treasure? Authors: Caleb Derven,...
Open data licensing : Trojan horse or sunken treasure? Authors: Caleb Derven,...
 
GeoChronos: An On-line Collaborative Platform for Earth Observation Scientists
GeoChronos: An On-line Collaborative Platform for Earth Observation ScientistsGeoChronos: An On-line Collaborative Platform for Earth Observation Scientists
GeoChronos: An On-line Collaborative Platform for Earth Observation Scientists
 

Viewers also liked

Session 8 b discussant reinsdorf
Session 8 b discussant reinsdorfSession 8 b discussant reinsdorf
Session 8 b discussant reinsdorf
IARIW 2014
 
Session 7d van devenpresentation
Session 7d van devenpresentationSession 7d van devenpresentation
Session 7d van devenpresentation
IARIW 2014
 
D3, escap regional programme and core set of economic statistics 090310
D3, escap regional programme and core set of economic statistics 090310D3, escap regional programme and core set of economic statistics 090310
D3, escap regional programme and core set of economic statistics 090310Fundação de Economia e Estatística
 
Lesley Ann Noel CGCS Strategic Marketing Plan UWI ACEM submission 2009
Lesley Ann Noel CGCS Strategic Marketing Plan UWI ACEM submission 2009Lesley Ann Noel CGCS Strategic Marketing Plan UWI ACEM submission 2009
Lesley Ann Noel CGCS Strategic Marketing Plan UWI ACEM submission 2009
Lesley Ann Noel
 
National accounts a practical introduction
National accounts a practical introductionNational accounts a practical introduction
National accounts a practical introduction
Hien Pham
 
Session 4 d lynchdiscussion
Session 4 d lynchdiscussionSession 4 d lynchdiscussion
Session 4 d lynchdiscussion
IARIW 2014
 
national income accounting
national income accountingnational income accounting
national income accountingRuchi reddy
 
National income accounting 1
National income accounting 1National income accounting 1
National income accounting 1Kinnar Majithia
 
Norway 2016-oecd-economic-survey-rebalancing-the-economy-oslo-18-january
Norway 2016-oecd-economic-survey-rebalancing-the-economy-oslo-18-januaryNorway 2016-oecd-economic-survey-rebalancing-the-economy-oslo-18-january
Norway 2016-oecd-economic-survey-rebalancing-the-economy-oslo-18-january
OECD, Economics Department
 
ISO 9001: 2008 QMS Awareness PPT
ISO 9001: 2008 QMS Awareness PPTISO 9001: 2008 QMS Awareness PPT
ISO 9001: 2008 QMS Awareness PPT
knp_slidess
 
Introduction to Supply Chain Finance
Introduction to Supply Chain FinanceIntroduction to Supply Chain Finance
Introduction to Supply Chain Finance
Steve Keifer
 

Viewers also liked (11)

Session 8 b discussant reinsdorf
Session 8 b discussant reinsdorfSession 8 b discussant reinsdorf
Session 8 b discussant reinsdorf
 
Session 7d van devenpresentation
Session 7d van devenpresentationSession 7d van devenpresentation
Session 7d van devenpresentation
 
D3, escap regional programme and core set of economic statistics 090310
D3, escap regional programme and core set of economic statistics 090310D3, escap regional programme and core set of economic statistics 090310
D3, escap regional programme and core set of economic statistics 090310
 
Lesley Ann Noel CGCS Strategic Marketing Plan UWI ACEM submission 2009
Lesley Ann Noel CGCS Strategic Marketing Plan UWI ACEM submission 2009Lesley Ann Noel CGCS Strategic Marketing Plan UWI ACEM submission 2009
Lesley Ann Noel CGCS Strategic Marketing Plan UWI ACEM submission 2009
 
National accounts a practical introduction
National accounts a practical introductionNational accounts a practical introduction
National accounts a practical introduction
 
Session 4 d lynchdiscussion
Session 4 d lynchdiscussionSession 4 d lynchdiscussion
Session 4 d lynchdiscussion
 
national income accounting
national income accountingnational income accounting
national income accounting
 
National income accounting 1
National income accounting 1National income accounting 1
National income accounting 1
 
Norway 2016-oecd-economic-survey-rebalancing-the-economy-oslo-18-january
Norway 2016-oecd-economic-survey-rebalancing-the-economy-oslo-18-januaryNorway 2016-oecd-economic-survey-rebalancing-the-economy-oslo-18-january
Norway 2016-oecd-economic-survey-rebalancing-the-economy-oslo-18-january
 
ISO 9001: 2008 QMS Awareness PPT
ISO 9001: 2008 QMS Awareness PPTISO 9001: 2008 QMS Awareness PPT
ISO 9001: 2008 QMS Awareness PPT
 
Introduction to Supply Chain Finance
Introduction to Supply Chain FinanceIntroduction to Supply Chain Finance
Introduction to Supply Chain Finance
 

Similar to Wikis as Social Networks: Evolution and Dynamics

Web2.0 Applications
Web2.0 ApplicationsWeb2.0 Applications
Web2.0 Applications
domenico79
 
Conor Hayes - Topics, tags and trends in the blogosphere
Conor Hayes - Topics, tags and trends in the blogosphereConor Hayes - Topics, tags and trends in the blogosphere
Conor Hayes - Topics, tags and trends in the blogosphere
DERIGalway
 
ESSA-2011 poster - Netlogo wiki systems modeling
ESSA-2011 poster - Netlogo wiki systems modeling ESSA-2011 poster - Netlogo wiki systems modeling
ESSA-2011 poster - Netlogo wiki systems modeling
Evgeny Patarakin
 
Interlinking Online Communities and Enriching Social Software with the Semant...
Interlinking Online Communities and Enriching Social Software with the Semant...Interlinking Online Communities and Enriching Social Software with the Semant...
Interlinking Online Communities and Enriching Social Software with the Semant...
John Breslin
 
Extracting Key Terms From Noisy and Multi-theme Documents
Extracting Key Terms From Noisy and Multi-theme DocumentsExtracting Key Terms From Noisy and Multi-theme Documents
Extracting Key Terms From Noisy and Multi-theme Documentsmaria.grineva
 
KASW'08 - Invited Talk
KASW'08 - Invited TalkKASW'08 - Invited Talk
KASW'08 - Invited Talk
Ralf Klamma
 
Enrichment of multilingual Wikipedia based on quality analysis
Enrichment of multilingual Wikipedia based on quality analysisEnrichment of multilingual Wikipedia based on quality analysis
Enrichment of multilingual Wikipedia based on quality analysis
Włodzimierz Lewoniewski
 
Embracing Social Software And Semantic Web In Digital Libraries
Embracing Social Software And Semantic Web In Digital LibrariesEmbracing Social Software And Semantic Web In Digital Libraries
Embracing Social Software And Semantic Web In Digital Libraries
Akhmad Riza Faizal
 
Activating Research Collaboratories with Collaboration Patterns
Activating Research Collaboratories with Collaboration PatternsActivating Research Collaboratories with Collaboration Patterns
Activating Research Collaboratories with Collaboration Patterns
CommunitySense
 
Evolution of social developer network in oss survey
Evolution of social developer network in oss surveyEvolution of social developer network in oss survey
Evolution of social developer network in oss survey
eSAT Publishing House
 
Loops of humans and bots in Wikidata
Loops of humans and bots in WikidataLoops of humans and bots in Wikidata
Loops of humans and bots in Wikidata
Elena Simperl
 
Alternative impact measures for open access documents?
Alternative impact measures for open access documents? Alternative impact measures for open access documents?
Alternative impact measures for open access documents?
uherb
 
From Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
From Bibliometrics to Cybermetrics - a book chapter by Nicola de BellisFrom Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
From Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
Xanat V. Meza
 
Staines - Open Source Standards Based Annotation
Staines - Open Source Standards Based AnnotationStaines - Open Source Standards Based Annotation
Staines - Open Source Standards Based Annotation
National Information Standards Organization (NISO)
 
The path to an hybrid open source paradigm
The path to an hybrid open source paradigmThe path to an hybrid open source paradigm
The path to an hybrid open source paradigm
Jonathan Challener
 
20120622 web sci12-won-marc smith-semantic and social network analysis of …
20120622 web sci12-won-marc smith-semantic and social network analysis of …20120622 web sci12-won-marc smith-semantic and social network analysis of …
20120622 web sci12-won-marc smith-semantic and social network analysis of …Marc Smith
 
Hypertext2007 Carole Goble Keynote - "The Return of the Prodigal Web"
Hypertext2007 Carole Goble Keynote - "The Return of the Prodigal Web"Hypertext2007 Carole Goble Keynote - "The Return of the Prodigal Web"
Hypertext2007 Carole Goble Keynote - "The Return of the Prodigal Web"
hypertext2007
 
Semantic Search on Heterogeneous Wiki Systems - Short
Semantic Search on Heterogeneous Wiki Systems - ShortSemantic Search on Heterogeneous Wiki Systems - Short
Semantic Search on Heterogeneous Wiki Systems - Short
Fabrizio Orlandi
 

Similar to Wikis as Social Networks: Evolution and Dynamics (20)

Web2.0 Applications
Web2.0 ApplicationsWeb2.0 Applications
Web2.0 Applications
 
Conor Hayes - Topics, tags and trends in the blogosphere
Conor Hayes - Topics, tags and trends in the blogosphereConor Hayes - Topics, tags and trends in the blogosphere
Conor Hayes - Topics, tags and trends in the blogosphere
 
ESSA-2011 poster - Netlogo wiki systems modeling
ESSA-2011 poster - Netlogo wiki systems modeling ESSA-2011 poster - Netlogo wiki systems modeling
ESSA-2011 poster - Netlogo wiki systems modeling
 
Interlinking Online Communities and Enriching Social Software with the Semant...
Interlinking Online Communities and Enriching Social Software with the Semant...Interlinking Online Communities and Enriching Social Software with the Semant...
Interlinking Online Communities and Enriching Social Software with the Semant...
 
Extracting Key Terms From Noisy and Multi-theme Documents
Extracting Key Terms From Noisy and Multi-theme DocumentsExtracting Key Terms From Noisy and Multi-theme Documents
Extracting Key Terms From Noisy and Multi-theme Documents
 
KASW'08 - Invited Talk
KASW'08 - Invited TalkKASW'08 - Invited Talk
KASW'08 - Invited Talk
 
Enrichment of multilingual Wikipedia based on quality analysis
Enrichment of multilingual Wikipedia based on quality analysisEnrichment of multilingual Wikipedia based on quality analysis
Enrichment of multilingual Wikipedia based on quality analysis
 
Embracing Social Software And Semantic Web In Digital Libraries
Embracing Social Software And Semantic Web In Digital LibrariesEmbracing Social Software And Semantic Web In Digital Libraries
Embracing Social Software And Semantic Web In Digital Libraries
 
Activating Research Collaboratories with Collaboration Patterns
Activating Research Collaboratories with Collaboration PatternsActivating Research Collaboratories with Collaboration Patterns
Activating Research Collaboratories with Collaboration Patterns
 
Evolution of social developer network in oss survey
Evolution of social developer network in oss surveyEvolution of social developer network in oss survey
Evolution of social developer network in oss survey
 
Loops of humans and bots in Wikidata
Loops of humans and bots in WikidataLoops of humans and bots in Wikidata
Loops of humans and bots in Wikidata
 
E Write Intro To Web 2
E Write   Intro To Web 2E Write   Intro To Web 2
E Write Intro To Web 2
 
Alternative impact measures for open access documents?
Alternative impact measures for open access documents? Alternative impact measures for open access documents?
Alternative impact measures for open access documents?
 
From Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
From Bibliometrics to Cybermetrics - a book chapter by Nicola de BellisFrom Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
From Bibliometrics to Cybermetrics - a book chapter by Nicola de Bellis
 
Staines - Open Source Standards Based Annotation
Staines - Open Source Standards Based AnnotationStaines - Open Source Standards Based Annotation
Staines - Open Source Standards Based Annotation
 
The path to an hybrid open source paradigm
The path to an hybrid open source paradigmThe path to an hybrid open source paradigm
The path to an hybrid open source paradigm
 
20120622 web sci12-won-marc smith-semantic and social network analysis of …
20120622 web sci12-won-marc smith-semantic and social network analysis of …20120622 web sci12-won-marc smith-semantic and social network analysis of …
20120622 web sci12-won-marc smith-semantic and social network analysis of …
 
Hypertext2007 Carole Goble Keynote - "The Return of the Prodigal Web"
Hypertext2007 Carole Goble Keynote - "The Return of the Prodigal Web"Hypertext2007 Carole Goble Keynote - "The Return of the Prodigal Web"
Hypertext2007 Carole Goble Keynote - "The Return of the Prodigal Web"
 
Semantic Search on Heterogeneous Wiki Systems - Short
Semantic Search on Heterogeneous Wiki Systems - ShortSemantic Search on Heterogeneous Wiki Systems - Short
Semantic Search on Heterogeneous Wiki Systems - Short
 
Ticer2005
Ticer2005Ticer2005
Ticer2005
 

More from Ralf Klamma

An Augmented Reality Framework for Gamified Learning
An Augmented Reality Framework for Gamified LearningAn Augmented Reality Framework for Gamified Learning
An Augmented Reality Framework for Gamified Learning
Ralf Klamma
 
The Legacy of ROLE - Where are we at the workplace?
The Legacy of ROLE - Where are we at the workplace?The Legacy of ROLE - Where are we at the workplace?
The Legacy of ROLE - Where are we at the workplace?
Ralf Klamma
 
Gamification of Community Information Systems
Gamification of Community Information SystemsGamification of Community Information Systems
Gamification of Community Information Systems
Ralf Klamma
 
The Legacy and the Future of Research Networks in Technology-Enhanced Learning
The Legacy and the Future of Research Networks in Technology-Enhanced LearningThe Legacy and the Future of Research Networks in Technology-Enhanced Learning
The Legacy and the Future of Research Networks in Technology-Enhanced Learning
Ralf Klamma
 
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
Ralf Klamma
 
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
Ralf Klamma
 
A Short Swim through the Personal Learning Pool
A Short Swim through the Personal Learning PoolA Short Swim through the Personal Learning Pool
A Short Swim through the Personal Learning Pool
Ralf Klamma
 
Scaling up digital learning support for smart workforce development in cluste...
Scaling up digital learning support for smart workforce development in cluste...Scaling up digital learning support for smart workforce development in cluste...
Scaling up digital learning support for smart workforce development in cluste...
Ralf Klamma
 
Scaling Community Information Systems
Scaling Community Information SystemsScaling Community Information Systems
Scaling Community Information Systems
Ralf Klamma
 
Technical Challenges for Realizing Learning Analytics
Technical Challenges for Realizing Learning AnalyticsTechnical Challenges for Realizing Learning Analytics
Technical Challenges for Realizing Learning Analytics
Ralf Klamma
 
Technology-Enhanced Learning at the Workplace – From islands of automation to...
Technology-Enhanced Learning at the Workplace – From islands of automation to...Technology-Enhanced Learning at the Workplace – From islands of automation to...
Technology-Enhanced Learning at the Workplace – From islands of automation to...
Ralf Klamma
 
ACIS Annual Report 2014
ACIS Annual Report 2014ACIS Annual Report 2014
ACIS Annual Report 2014Ralf Klamma
 
Blueprint for Software Engineering in Technology Enhanced Learning Projects
Blueprint for Software Engineering in Technology Enhanced Learning ProjectsBlueprint for Software Engineering in Technology Enhanced Learning Projects
Blueprint for Software Engineering in Technology Enhanced Learning Projects
Ralf Klamma
 
Navigation Support in Evolving Communities by a Web-based Dashboard
Navigation Support in Evolving Communities by a Web-based DashboardNavigation Support in Evolving Communities by a Web-based Dashboard
Navigation Support in Evolving Communities by a Web-based Dashboard
Ralf Klamma
 
Community Learning Analytics – A New Research Field in TEL
Community Learning Analytics – A New Research Field in TELCommunity Learning Analytics – A New Research Field in TEL
Community Learning Analytics – A New Research Field in TEL
Ralf Klamma
 
Do Mechanical Turks Dream of Big Data?
Do Mechanical Turks Dream of Big Data?Do Mechanical Turks Dream of Big Data?
Do Mechanical Turks Dream of Big Data?
Ralf Klamma
 
Advanced Community Information Systems Group (ACIS) Annual Report 2013
Advanced Community Information Systems Group (ACIS) Annual Report 2013Advanced Community Information Systems Group (ACIS) Annual Report 2013
Advanced Community Information Systems Group (ACIS) Annual Report 2013
Ralf Klamma
 
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
Ralf Klamma
 
Keynote Learning Layers Developer Camp 2013
Keynote Learning Layers Developer Camp 2013Keynote Learning Layers Developer Camp 2013
Keynote Learning Layers Developer Camp 2013
Ralf Klamma
 
Supporting Professional Communities in the Next Web
Supporting Professional Communities in the Next Web Supporting Professional Communities in the Next Web
Supporting Professional Communities in the Next Web
Ralf Klamma
 

More from Ralf Klamma (20)

An Augmented Reality Framework for Gamified Learning
An Augmented Reality Framework for Gamified LearningAn Augmented Reality Framework for Gamified Learning
An Augmented Reality Framework for Gamified Learning
 
The Legacy of ROLE - Where are we at the workplace?
The Legacy of ROLE - Where are we at the workplace?The Legacy of ROLE - Where are we at the workplace?
The Legacy of ROLE - Where are we at the workplace?
 
Gamification of Community Information Systems
Gamification of Community Information SystemsGamification of Community Information Systems
Gamification of Community Information Systems
 
The Legacy and the Future of Research Networks in Technology-Enhanced Learning
The Legacy and the Future of Research Networks in Technology-Enhanced LearningThe Legacy and the Future of Research Networks in Technology-Enhanced Learning
The Legacy and the Future of Research Networks in Technology-Enhanced Learning
 
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
DevOpsUse for Large-Scale Social Requirements Engineering @ SIG WELL - EC-TEL...
 
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
Learning Analytics: Trends and Issues of the Empirical Research of the Years ...
 
A Short Swim through the Personal Learning Pool
A Short Swim through the Personal Learning PoolA Short Swim through the Personal Learning Pool
A Short Swim through the Personal Learning Pool
 
Scaling up digital learning support for smart workforce development in cluste...
Scaling up digital learning support for smart workforce development in cluste...Scaling up digital learning support for smart workforce development in cluste...
Scaling up digital learning support for smart workforce development in cluste...
 
Scaling Community Information Systems
Scaling Community Information SystemsScaling Community Information Systems
Scaling Community Information Systems
 
Technical Challenges for Realizing Learning Analytics
Technical Challenges for Realizing Learning AnalyticsTechnical Challenges for Realizing Learning Analytics
Technical Challenges for Realizing Learning Analytics
 
Technology-Enhanced Learning at the Workplace – From islands of automation to...
Technology-Enhanced Learning at the Workplace – From islands of automation to...Technology-Enhanced Learning at the Workplace – From islands of automation to...
Technology-Enhanced Learning at the Workplace – From islands of automation to...
 
ACIS Annual Report 2014
ACIS Annual Report 2014ACIS Annual Report 2014
ACIS Annual Report 2014
 
Blueprint for Software Engineering in Technology Enhanced Learning Projects
Blueprint for Software Engineering in Technology Enhanced Learning ProjectsBlueprint for Software Engineering in Technology Enhanced Learning Projects
Blueprint for Software Engineering in Technology Enhanced Learning Projects
 
Navigation Support in Evolving Communities by a Web-based Dashboard
Navigation Support in Evolving Communities by a Web-based DashboardNavigation Support in Evolving Communities by a Web-based Dashboard
Navigation Support in Evolving Communities by a Web-based Dashboard
 
Community Learning Analytics – A New Research Field in TEL
Community Learning Analytics – A New Research Field in TELCommunity Learning Analytics – A New Research Field in TEL
Community Learning Analytics – A New Research Field in TEL
 
Do Mechanical Turks Dream of Big Data?
Do Mechanical Turks Dream of Big Data?Do Mechanical Turks Dream of Big Data?
Do Mechanical Turks Dream of Big Data?
 
Advanced Community Information Systems Group (ACIS) Annual Report 2013
Advanced Community Information Systems Group (ACIS) Annual Report 2013Advanced Community Information Systems Group (ACIS) Annual Report 2013
Advanced Community Information Systems Group (ACIS) Annual Report 2013
 
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
Community Learning Analytics - Challenges and Opportunities - ICWL 2013 Invit...
 
Keynote Learning Layers Developer Camp 2013
Keynote Learning Layers Developer Camp 2013Keynote Learning Layers Developer Camp 2013
Keynote Learning Layers Developer Camp 2013
 
Supporting Professional Communities in the Next Web
Supporting Professional Communities in the Next Web Supporting Professional Communities in the Next Web
Supporting Professional Communities in the Next Web
 

Recently uploaded

A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...
sonjaschweigert1
 
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
SOFTTECHHUB
 
By Design, not by Accident - Agile Venture Bolzano 2024
By Design, not by Accident - Agile Venture Bolzano 2024By Design, not by Accident - Agile Venture Bolzano 2024
By Design, not by Accident - Agile Venture Bolzano 2024
Pierluigi Pugliese
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance
 
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionGenerative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Aggregage
 
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™
UiPathCommunity
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
Assure Contact Center Experiences for Your Customers With ThousandEyes
Assure Contact Center Experiences for Your Customers With ThousandEyesAssure Contact Center Experiences for Your Customers With ThousandEyes
Assure Contact Center Experiences for Your Customers With ThousandEyes
ThousandEyes
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex Proofs
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofszkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex Proofs
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex Proofs
Alex Pruden
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
BookNet Canada
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
UiPathCommunity
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance
 
RESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for studentsRESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for students
KAMESHS29
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
mikeeftimakis1
 
PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)
Ralf Eggert
 
UiPath Community Day Dubai: AI at Work..
UiPath Community Day Dubai: AI at Work..UiPath Community Day Dubai: AI at Work..
UiPath Community Day Dubai: AI at Work..
UiPathCommunity
 
Enhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZEnhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZ
Globus
 

Recently uploaded (20)

A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...A tale of scale & speed: How the US Navy is enabling software delivery from l...
A tale of scale & speed: How the US Navy is enabling software delivery from l...
 
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
 
By Design, not by Accident - Agile Venture Bolzano 2024
By Design, not by Accident - Agile Venture Bolzano 2024By Design, not by Accident - Agile Venture Bolzano 2024
By Design, not by Accident - Agile Venture Bolzano 2024
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
 
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionGenerative AI Deep Dive: Advancing from Proof of Concept to Production
Generative AI Deep Dive: Advancing from Proof of Concept to Production
 
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
Assure Contact Center Experiences for Your Customers With ThousandEyes
Assure Contact Center Experiences for Your Customers With ThousandEyesAssure Contact Center Experiences for Your Customers With ThousandEyes
Assure Contact Center Experiences for Your Customers With ThousandEyes
 
FIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdfFIDO Alliance Osaka Seminar: Overview.pdf
FIDO Alliance Osaka Seminar: Overview.pdf
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex Proofs
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofszkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex Proofs
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex Proofs
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
 
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdfFIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
FIDO Alliance Osaka Seminar: FIDO Security Aspects.pdf
 
RESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for studentsRESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for students
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
 
PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)
 
UiPath Community Day Dubai: AI at Work..
UiPath Community Day Dubai: AI at Work..UiPath Community Day Dubai: AI at Work..
UiPath Community Day Dubai: AI at Work..
 
Enhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZEnhancing Performance with Globus and the Science DMZ
Enhancing Performance with Globus and the Science DMZ
 

Wikis as Social Networks: Evolution and Dynamics

  • 1. Ralf Klamma, Christian Haasler RWTH Aachen University SIG-KDD SNA Workshop, Henderson, NV August 24, 2008 Wikis as Social Networks: Evolution and Dynamics
  • 2.
  • 3.
  • 4.
  • 5. WikiWatcher – System Design article Article pages, URLS, Revisions Tim Liz Joe 123.45.67.89 Authors RDB Stage 1: SAX-based Parser in PERL Stage 2: Dynamic Analysis and Visualization Wiki Network Data Metadata [[Article]] [[requested]] article [http://…] [[Article2]] Generating XML dump/export files Parsing wiki data/ database transfer Measurement Network Analysis Generating Networks Visualization [[never exists]]
  • 6.
  • 7.
  • 8.
  • 9.
  • 10. Some more Hypotheses in the Study Hypotheses (Author Networks) Result Weakening of the new author rate Approved only in some Wikis Quick creation of author communities around articles Approved Authorial leadership [Reagle07] Approved Anonymous vs. registered author rate Approved only in some Wikis Registered authors connect anonymous authors Approved only in some Wikis Hypotheses (Article Networks) Result Weakening of new article rate Approved only in some Wikis Correlation between article size and #revisions Approved Weakening of article size growth Approved Correlation between article size and #discussions Approved only in some Wikis clustering coefficient of article nodes densifies Approved
  • 11.

Editor's Notes

  1. Sehr verehrte Mitglieder der Fachgruppe Informatik, meine Damen und Herren. Ich möchte sie auf das herzlichste zu meinen Vortrag „Social Software und Community Informationssysteme“ begrüßen. Meine Name ist Ralf Klamma und ich bin akademischer Oberrat am Lehrstuhl für Informatik 5.