InfoVis:Wiki - User contributions [en]

Linguistic Visualization

2008-06-17T05:52:36Z

Ccollins:

On June 15, 2008, a tutorial on [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5 Interactive Visualization for Computational Linguistics] was offered by [http://www.cs.utoronto.ca/~ccollins Christopher Collins], [http://www.cpsc.ucalgary.ca/~sheelagh Sheelagh Carpendale], and [http://www.cs.utoronto.ca/~gpenn Gerald Penn] at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

We hope this space will become a place for tutorial attendees and anyone interested in the topic to post new research ideas, links to appropriate publication venues, questions about the various available tools for visualization, and engage in a research-oriented discussion.

Welcome!

== Announcements ==

Tutorial Attendees: Thanks for your participation and helpful feedback! If you need the link to the revised slides, please contact me at ccollins@cs.utoronto.ca!

Thanks,

Chris

== Open Research Problems ==

I plan to fill this in in the next few days, probably before Wednesday June 18.

== Links ==

Visualizations of language over at [http://infosthetics.com/cgi-bin/blog/mt-search.cgi?IncludeBlogs=1&search=language Infosthetics].

You can try for yourself the demo that we had trouble presenting, it's called [http://www.wefeelfine.org We Feel Fine].

[http://www.infovis-wiki.net/images/4/4e/InfoVis-CL-Bibliography.pdf Annotated Bibliography]

[[Category:Research and Education]]
[[Category:Coffee Room]]

Linguistic Visualization

2008-06-17T05:41:45Z

Ccollins:

On June 15, 2008, a tutorial on [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5 Interactive Visualization for Computational Linguistics] was offered by [http://www.cs.utoronto.ca/~ccollins Christopher Collins], [http://www.cpsc.ucalgary.ca/~sheelagh Sheelagh Carpendale], and [http://www.cs.utoronto.ca/~gpenn Gerald Penn] at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

We hope this space will become a place for tutorial attendees and anyone interested in the topic to post new research ideas, links to appropriate publication venues, questions about the various available tools for visualization, and engage in a research-oriented discussion.

Welcome!

== Announcements ==

Tutorial Attendees: Thanks for your participation and helpful feedback! If you need the link to the revised slides, please contact me at ccollins@cs.utoronto.ca!

Thanks,

Chris

== Links ==

Visualizations of language over at [http://infosthetics.com/cgi-bin/blog/mt-search.cgi?IncludeBlogs=1&search=language Infosthetics].

You can try for yourself the demo that we had trouble presenting, it's called [http://www.wefeelfine.org We Feel Fine].

[http://www.infovis-wiki.net/images/4/4e/InfoVis-CL-Bibliography.pdf Annotated Bibliography]

[[Category:Research and Education]]
[[Category:Coffee Room]]

Linguistic Visualization

2008-06-17T05:41:24Z

Ccollins:

On June 15, 2008, a tutorial on [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5 Interactive Visualization for Computational Linguistics] was offered by [http://www.cs.utoronto.ca/~ccollins Christopher Collins], [http://www.cpsc.ucalgary.ca/~sheelagh Sheelagh Carpendale], and [http://www.cs.utoronto.ca/~gpenn Gerald Penn] at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

We hope this space will become a place for tutorial attendees and anyone interested in the topic to post new research ideas, links to appropriate publication venues, questions about the various available tools for visualization, and engage in a research-oriented discussion.

Welcome!

== Announcements ==

Tutorial Attendees: Thanks for your participation and helpful feedback! If you need the link to the revised slides, please contact me at ccollins@cs.utoronto.ca!

Thanks,

Chris

== Links ==

Visualizations of language over at [http://infosthetics.com/cgi-bin/blog/mt-search.cgi?IncludeBlogs=1&search=language Infosthetics].

You can try for yourself the demo that we had trouble presenting, it's called [http://www.wefeelfine.org We Feel Fine].

[http://www.infovis-wiki.net/images/4/4e/InfoVis-CL-Bibliography.pdf Annotated Bibliography]

[[Category:Research and Education]]
[[Category:Coffee Room]

Linguistic Visualization

2008-06-17T05:40:42Z

Ccollins:

On June 15, 2008, a tutorial on [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5 Interactive Visualization for Computational Linguistics] was offered by [http://www.cs.utoronto.ca/~ccollins Christopher Collins], [http://www.cpsc.ucalgary.ca/~sheelagh Sheelagh Carpendale], and [http://www.cs.utoronto.ca/~gpenn Gerald Penn] at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

We hope this space will become a place for tutorial attendees and anyone interested in the topic to post new research ideas, links to appropriate publication venues, questions about the various available tools for visualization, and engage in a research-oriented discussion.

Welcome!

== Announcements ==

Tutorial Attendees: Thanks for your participation and helpful feedback! If you need the link to the revised slides, please contact me at ccollins@cs.utoronto.ca!

Thanks,

Chris

== Links ==

Visualizations of language over at [http://infosthetics.com/cgi-bin/blog/mt-search.cgi?IncludeBlogs=1&search=language Infosthetics].

You can try for yourself the demo that we had trouble presenting, it's called [http://www.wefeelfine.org We Feel Fine].

[[http://www.infovis-wiki.net/images/4/4e/InfoVis-CL-Bibliography.pdf Annotated Bibliography]]

[[Category:Research and Education]]
[[Category:Coffee Room]]

Linguistic Visualization

2008-06-17T05:39:43Z

Ccollins:

On June 15, 2008, a tutorial on [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5 Interactive Visualization for Computational Linguistics] was offered by [http://www.cs.utoronto.ca/~ccollins Christopher Collins], [http://www.cpsc.ucalgary.ca/~sheelagh Sheelagh Carpendale], and [http://www.cs.utoronto.ca/~gpenn Gerald Penn] at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

We hope this space will become a place for tutorial attendees and anyone interested in the topic to post new research ideas, links to appropriate publication venues, questions about the various available tools for visualization, and engage in a research-oriented discussion.

Welcome!

== Announcements ==

Tutorial Attendees: Thanks for your participation and helpful feedback! If you need the link to the revised slides, please contact me at ccollins@cs.utoronto.ca!

Thanks,

Chris

== Links ==

Visualizations of language over at [http://infosthetics.com/cgi-bin/blog/mt-search.cgi?IncludeBlogs=1&search=language Infosthetics].

You can try for yourself the demo that we had trouble presenting, it's called [http://www.wefeelfine.org We Feel Fine].

[[file:Annotated Bibliography]]

[[Category:Research and Education]]
[[Category:Coffee Room]]

Linguistic Visualization

2008-06-17T05:34:53Z

Ccollins:

On June 15, 2008, a tutorial on [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5 Interactive Visualization for Computational Linguistics] was offered by [http://www.cs.utoronto.ca/~ccollins Christopher Collins], [http://www.cpsc.ucalgary.ca/~sheelagh Sheelagh Carpendale], and [http://www.cs.utoronto.ca/~gpenn Gerald Penn] at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

We hope this space will become a place for tutorial attendees and anyone interested in the topic to post new research ideas, links to appropriate publication venues, questions about the various available tools for visualization, and engage in a research-oriented discussion.

Welcome!

== Announcements ==

Tutorial Attendees: Thanks for your participation and helpful feedback! If you need the link to the revised slides, please contact me at ccollins@cs.utoronto.ca!

Thanks,

Chris

== Links ==

Visualizations of language over at [http://infosthetics.com/cgi-bin/blog/mt-search.cgi?IncludeBlogs=1&search=language Infosthetics].

You can try for yourself the demo that we had trouble presenting, it's called [http://www.wefeelfine.org We Feel Fine].

[[Annotated Bibliography]]

[[Category:Research and Education]]
[[Category:Coffee Room]]

File:InfoVis-CL-Bibliography.pdf

2008-06-17T05:33:18Z

Ccollins: New page: == Summary == == Copyright status == Public domain == Source == Christopher Collins (author)

== Summary ==

== Copyright status ==
Public domain
== Source ==
Christopher Collins (author)

Linguistic Visualization

2008-03-26T01:57:43Z

Ccollins:

This is where we will start a discussion about linguistic visualization following the [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5 Interactive Visualization for Computational Linguistics] tutorial offered by [http://www.cs.utoronto.ca/~ccollins Christopher Collins], [http://www.cpsc.ucalgary.ca/~sheelagh Sheelagh Carpendale], and [http://www.cs.utoronto.ca/~gpenn Gerald Penn] at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

In the meantime you can peruse visualizations of language over at [http://infosthetics.com/cgi-bin/blog/mt-search.cgi?IncludeBlogs=1&search=language Infosthetics].

[[Category:Research and Education]]
[[Category:Coffee Room]]

Linguistic Visualization

2008-03-26T01:48:52Z

Ccollins:

This is where we will start a discussion about linguistic visualization following the [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5|Interactive Visualization for Computational Linguistics] tutorial offered by [http://www.cs.utoronto.ca/~ccollins|Christopher Collins], [http://www.cpsc.ucalgary.ca/~sheelagh|Sheelagh Carpendale], and [http://www.cs.utoronto.ca/~gpenn|Gerald Penn] at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

In the meantime you can peruse visualizations of language over at [http://infosthetics.com/cgi-bin/blog/mt-search.cgi?IncludeBlogs=1&search=language|Infosthetics].

[[Category:Research and Education]]
[[Category:Coffee Room]]

Linguistic Visualization

2008-03-26T01:39:01Z

Ccollins:

This is where we will start a discussion about linguistic visualization following the [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5|Interactive Visualization for Computational Linguistics] tutorial offered by Christopher Collins, Sheelagh Carpendale, and Gerald Penn at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

[[Category:Research and Education]]
[[Category:Coffee Room]]

Linguistic visualization

2008-03-26T01:38:30Z

Ccollins: Linguistic visualization moved to Linguistic Visualization: Fixed capitalization

#REDIRECT [[Linguistic Visualization]]

Linguistic Visualization

2008-03-26T01:38:30Z

Ccollins: Linguistic visualization moved to Linguistic Visualization: Fixed capitalization

This is where we will start a discussion about linguistic visualization following the [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5|Interactive Visualization for Computational Linguistics] tutorial offered by Christopher Collins, Sheelagh Carpendale, and Gerald Penn at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

[[Category:Research & Education]]
[[Category:Coffee Room]]

Category:Coffee Room

2008-03-26T01:37:54Z

Ccollins:

[[Image:Mestres05coffeeroom.jpg|right|||]]
<div style="color:#ec5210;text-align:right;font-size:120%;">'''Idea Space :: Play Space :: General Discussion Area :: Suggestions :: Proposals :: Questions :: Requests :: Comments'''</div>

This category is intended to be a communication space for topics related to [[Information Visualization]]. Feel free to start a discussion with a new page in this category!

[[Category:Top level]]

Linguistic Visualization

2008-03-26T01:36:56Z

Ccollins:

This is where we will start a discussion about linguistic visualization following the [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5|Interactive Visualization for Computational Linguistics] tutorial offered by Christopher Collins, Sheelagh Carpendale, and Gerald Penn at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

[[Category:Research & Education]]
[[Category:Coffee Room]]

Linguistic Visualization

2008-03-26T01:35:54Z

Ccollins: started page

This is where we will start a discussion about linguistic visualization following the [http://www.ling.ohio-state.edu/acl08/cft.html#tut_5|Interactive Visualization for Computational Linguistics] tutorial offered by Christopher Collins, Sheelagh Carpendale, and Gerald Penn at ACL-08 (June 15, 2008; Columbus, Ohio, USA).

Category:Coffee Room

2008-03-26T01:32:10Z

Ccollins: added linguistic visualization to start page

Social Network Generation

2008-03-26T01:31:03Z

Ccollins: added to coffee room

This wiki page is under construction...

Research work and images have been realised by Nathalie Henry and Jean-Daniel Fekete, using MatrixExplorer, built with the Infovis Toolkit.

== Social Network Characterization ==

Social networks involve persons or groups called actors and relationship between them, with a lot of variety in the kind of actors and relationships. As described in Wasserman and Faust, actors can be people, subgroups, organizations or collectivities; relations may be friendship (relationships), interactions, communications, transactions, movement or kinship. However, the nature of actors and relations does not really matter: we focus on their structure. We can classify the social networks studied in the literature in three categories:
* Tree-like are trees with additional links forming cycles with a specified probability. This category includes genealogy data and very sparse graphs such as Sexually-Transmitted Disease (STD) transmission patterns. We call them “almost trees” because they have are mostly acyclic and nodes have very few parents.
* Almost complete graphs are complete graphs with missing relations. For example, data about trade between countries, cities or companies are almost complete graphs. They are interesting to study as valued graphs; since they usually carry values on their edges.
* Small-world networks (also scale-free or power-law degree-distribution networks) have been studied intensely since they were first described in Watts and Strogatz. They defined them as graphs with three properties: power-law degree distribution, high clustering coefficient and small average shortest path. They are locally dense (sparse with dense sub-graphs).

Three methods exist to select datasets for assessing the quality of analysis systems in the context of social networks: selecting one or two real datasets hoping they are representative, selecting several datasets or generating random datasets with well-known characteristics shared by social networks. With this last method, one should generate datasets with a controlled set of properties and evaluate the systems knowing the properties in advance. It should then eliminate biases linked to a particular dataset and eases the replication of experiments. Unfortunately, while generating tree-like and almost-complete graphs is relatively straightforward, generating graphs with a small-world network structure is still a research topic for computer scientists and physicists. This page shows the results of popular and available network generators. In light of the real social networks we present in the [[#Real Social Networks]], we consider them unsuitable for evaluations since users can easily notice their artifical nature.

== Issues on Social Network Generation for Evaluating Visualizations ==

Watts and Strogatz first described in (Watts, D. J. and S. H. Strogatz (1998). "Collective dynamics of 'small-world' networks." Nature 393: 440 - 442) the concept of small-world networks. They formalized these networks as graphs with three properties: power-law degree distribution, high clustering coefficient and small average shortest path. In the same paper they propose a basic model fitting these properties consisting in a grid (fixed local neighborhood) with additional links simulating some unexpected relations support to the six degrees of separation discovered by Milgram (Milgram, S. (1967). "The small world problem." Psychology Today: 60-67). Barabási and Albert proposed an incremental model to improve it (Barabási, A.-L. and R. Albert (1999). "Emergence of Scaling in Random Networks." Science 286(5439): 509 - 512.
). Since Watts and Strogatz’ model, several have been proposed each generating networks with one or two of the described properties (power-law) but none combine the three of them.

Here are some results of available generators present in the JUNG package. Let's note that for each network generated we only keep the biggest component. Generators present in Pajek[http://vlado.fmf.uni-lj.si/pub/networks/pajek/] and Geomi[http://www.cs.usyd.edu.au/~visual/valacon/geomi/] are incremental scale-free networks generators such as the Barabasi and Albert model.

=== About datasets and representations ===

* All datasets are downloadable in GraphMl format.
* Node-Link diagrams are ordered with the linLog algorithm of Andreas Noack [Graph Drawing 2005] (with edge-repulsion coefficient of 2.5f).
* Matrices are shown both with the initial order (middle image) and reordered with the TSP-Based algorithm (right image) described by Henry and Fekete [Infovis 2006].

=== Small-World Generators ===

WattsBetaSmallWorldGenerator

Parameters:
'''numVertices''' (the number of nodes in the ring lattice), '''beta''' (the probability of an edge being rewired randomly; the proportion of randomly rewired edges in a graph) and '''degree'''( the number of edges connected to each vertex; the local neighborhood size). Degree must be even.

{| border="1"
| Parameters and Resulting Graph characteristics
|-
| graphs || W1 ||W2|| W3 || W4 ||W5 ||W6||W7||W8||W9||W10||W11||W12
|- style="background:lightgrey;"
|'''numVertices'''||47||47||47||47||47||47||47||47||47||47||47||'''94'''
|- style="background:lightgrey;"
|'''beta'''||'''0.1'''||'''0.3'''||'''0.5'''||'''0.7'''||'''0.9'''||0.3||0.3||0.3||0.3||'''0.7'''||'''0.1'''||0.1
|- style="background:lightgrey;"
|'''degree'''||6||6||6||6||6||'''2'''||'''4'''||'''8'''||'''10'''||'''4'''||'''8'''||8
|-
|numVertices||47||47||47||47||47||47||47||47||47||47||47||94
|-
|numEdges||282||282||282||282||282||94||188||376||470||188||376||752
|-
|components||1||1||1||1||1||2||1||1||1||1||1||1
|- style="background:#FFFFCC"
|density||0.36||0.36||0.36||0.36||0.36||0.21||0.29||0.41||0.46||0.29||0.41||'''0.29'''
|-style="background:#FFFFCC"
|clusteringCoefficient||0.51||0.25||0.15||0.09||0.12||0.23||0.25||0.32||0.38||0.07||0.53||'''0.52'''
|-
|diameter||6||4||4||4||4||-||6||4||3||5||5||6
|-
|averageShortestDistance||2.97||2.4||2.32||2.3||2.29||-||3.24||2.15||1.98||2.83||2.56||3.15
|-
|minDegree||5||4||4||3||4||1||2||5||8||2||7||6
|-
|maxDegree||8||9||9||9||9||4||6||10||13||8||10||10
|}

W1 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.1_6.xml SmallWorld_47_0.1_6.xml]

[[image:wSmallWorld_47_0.1_6.JPG|150px]]
[[image:wSmallWorldMInit_47_0.1_6.PNG|165px]]
[[image:wSmallWorldM_47_0.1_6.JPG|165px]]

W2 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.3_6.xml SmallWorld_47_0.3_6.xml]

[[image:wSmallWorld_47_0.3_6.JPG|150px]]
[[image:wSmallWorldMInit_47_0.3_6.PNG|165px]]
[[image:wSmallWorldM_47_0.3_6.PNG|165px]]

W3 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.5_6.xml SmallWorld_47_0.5_6.xml]

[[image:wSmallWorld_47_0.5_6.JPG|150px]]
[[image:wSmallWorldMInit_47_0.5_6.PNG|165px]]
[[image:wSmallWorldM_47_0.5_6.PNG|165px]]

W4 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.7_6.xml SmallWorld_47_0.7_6.xml]

[[image:wSmallWorld_47_0.7_6.JPG|150px]]
[[image:wSmallWorldMInit_47_0.7_6.PNG|165px]]
[[image:wSmallWorldM_47_0.7_6.PNG|165px]]

W5 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.9_6.xml SmallWorld_47_0.9_6.xml]

[[image:wSmallWorld_47_0.9_6.JPG|150px]]
[[image:WSmallWorldMInit_47_0.9_6.PNG|165px]]
[[image:WSmallWorldM_47_0.9_6.PNG|165px]]

W6 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.3_2.xml SmallWorld_47_0.3_2.xml]

[[image:wSmallWorld_47_0.3_2.JPG|150px]]
[[image:WSmallWorldMInit_47_0.3_2.PNG|165px]]
[[image:WSmallWorldM_47_0.3_2.PNG|165px]]

W7 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.3_4.xml SmallWorld_47_0.3_4.xml]

[[image:wSmallWorld_47_0.3_4.JPG|150px]]
[[image:WSmallWorldMInit_47_0.3_4.PNG|165px]]
[[image:WSmallWorldM_47_0.3_4.PNG|165px]]

W8 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.3_8.xml SmallWorld_47_0.3_8.xml]

[[image:wSmallWorld_47_0.3_8.JPG|150px]]
[[image:WSmallWorldMInit_47_0.3_8.PNG|165px]]
[[image:WSmallWorldM_47_0.3_8.PNG|165px]]

W9 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.3_10.xml SmallWorld_47_0.3_10.xml]

[[image:wSmallWorld_47_0.3_10.JPG|150px]]
[[image:WSmallWorldMInit_47_0.3_10.PNG|165px]]
[[image:WSmallWorldM_47_0.3_10.PNG|165px]]

W10 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.7_4.xml SmallWorld_47_0.7_4.xml]

[[image:wSmallWorld_47_0.7_4.JPG|150px]]
[[image:wSmallWorldMInit_47_0.7_4.PNG|165px]]
[[image:wSmallWorldM_47_0.7_4.PNG|165px]]

W11 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_47_0.1_8.xml SmallWorld_47_0.1_8.xml]

[[image:wSmallWorld_47_0.1_8.JPG|150px]]
[[image:wSmallWorldMInit_47_0.1_8.PNG|165px]]
[[image:wSmallWorldM_47_0.1_8.PNG|165px]]

W12 [http://insitu.lri.fr/~nhenry/socnets/wsmallworld/wSmallWorld_94_0.1_8.xml SmallWorld_94_0.1_8.xml]

[[image:wSmallWorld_94_0.1_8.JPG|150px]]
[[image:wSmallWorldMInit_94_0.1_8.PNG|165px]]
[[image:wSmallWorldM_94_0.1_8.PNG|165px]]

KleinbergSmallWorldGenerator

Parameters:'''latticeSize''' (the lattice size (length of row or column dimension)) and '''clusteringExponent''' (the clustering exponent parameter).

{| border="1"
| Parameters and Resulting Graph characteristics
|-
| graphs || W1 ||W2|| W3 || W4 ||W5 ||W6||W7||W8||W9||W10||W11
|- style="background:lightgrey;"
|'''latticeSize''' || 7 || 7 || 7 || 7 || 7 || 7 || 7 || '''10''' || '''10''' || '''10''' || '''10'''
|- style="background:lightgrey;"
|'''clusteringExponent''' ||'''0.1''' || '''0.5''' || '''1'''|| '''2''' || '''2.5''' || '''4''' || '''8''' || '''2''' || '''4''' || '''8''' || '''12'''
|-
|numVertices || 49 || 49 || 49 || 49 || 49 || 49 || 49 || 100 || 100 || 100 || 100
|-
|numEdges || 490 || 490 || 490 || 490 || 490 || 490 || 490 || 1000 || 1000 || 1000 || 1000
|-
|components || 1 || 1 || 1 || 1 || 1 || 1 || 1 || 1 || 1 || 1 || 1
|- style="background:#FFFFCC"
|density || 0.45 || 0.45 || 0.45 || 0.45 || 0.45 || 0.45 || 0.45 || 0.32 || 0.32 || 0.32 || 0.32
|-style="background:#FFFFCC"
|clusteringCoefficient || 0.08 || 0.09 || 0.14 || 0.19 || 0.19 || 0.26 || 0.32 || 0.18 || 0.23 || 0.32 || 0.33
|-
|diameter || 4 || 4 || 4 || 4 || 4 || 5 || 5 || 5 || 6 || 7 || 7
|-
|averageShortestDistance || 2.38 || 2.36 || 2.37 || 2.44 || 2.48 || 2.54 || 2.73 || 3.1 || 3.57 || 3.65 || 3.68
|-
|minDegree || 9 || 9 || 9 || 9 || 9 || 9 || 9 || 9 || 9 || 9 || 9
|-
|maxDegree || 14 || 12 || 13 || 12 || 12 || 13 || 12 || 13 || 13 || 14 || 12
|}

W1 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_49_0.1.xml SmallWorld_49_0.1.xml]

[[image:kSmallWorld_49_0.1.PNG|150px]]
[[image:kSmallWorldMInit_49_0.1.PNG|165px]]
[[image:kSmallWorldM_49_0.1.PNG|165px]]

W2 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_49_0.5.xml SmallWorld_49_0.5.xml]

[[image:kSmallWorld_49_0.5.PNG|150px]]
[[image:kSmallWorldMInit_49_0.5.PNG|165px]]
[[image:kSmallWorldM_49_0.5.PNG|165px]]

W3 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_49_1.0.xml SmallWorld_49_1.0.xml]

[[image:kSmallWorld_49_1.0.PNG|150px]]
[[image:kSmallWorldMInit_49_1.0.PNG|165px]]
[[image:kSmallWorldM_49_1.0.PNG|165px]]

W4 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_49_2.0.xml SmallWorld_49_2.0.xml]

[[image:kSmallWorld_49_2.0.PNG|150px]]
[[image:kSmallWorldMInit_49_2.0.PNG|165px]]
[[image:kSmallWorldM_49_2.0.PNG|165px]]

W5 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_49_2.5.xml SmallWorld_49_2.5.xml]

[[image:kSmallWorld_49_2.5.PNG|150px]]
[[image:kSmallWorldMInit_49_2.5.PNG|165px]]
[[image:kSmallWorldM_49_2.5.PNG|165px]]

W6 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_49_4.0.xml SmallWorld_49_4.0.xml]

[[image:kSmallWorld_49_4.0.PNG|150px]]
[[image:kSmallWorldMInit_49_4.0.PNG|165px]]
[[image:kSmallWorldM_49_4.0.PNG|165px]]

W7 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_49_8.0.xml SmallWorld_49_8.0.xml]

[[image:kSmallWorld_49_8.0.PNG|150px]]
[[image:kSmallWorldMInit_49_8.0.PNG|165px]]
[[image:kSmallWorldM_49_8.0.PNG|165px]]

W8 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_100_2.0.xml SmallWorld_100_2.0.xml]

[[image:kSmallWorld_100_2.0.PNG|150px]]
[[image:kSmallWorldMInit_100_2.0.PNG|165px]]
[[image:kSmallWorldM_100_2.0.PNG|165px]]

W9 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_100_4.0.xml SmallWorld_100_4.0.xml]

[[image:kSmallWorld_100_4.0.PNG|150px]]
[[image:kSmallWorldMInit_100_4.0.PNG|165px]]
[[image:kSmallWorldM_100_4.0.PNG|165px]]

W10 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_100_8.0.xml SmallWorld_100_8.0.xml]

[[image:kSmallWorld_100_8.0.PNG|150px]]
[[image:kSmallWorldMInit_100_8.0.PNG|165px]]
[[image:kSmallWorldM_100_8.0.PNG|165px]]

W11 [http://insitu.lri.fr/~nhenry/socnets/ksmallworld/kSmallWorld_100_12.0.xml SmallWorld_100_12.0.xml]

[[image:kSmallWorld_100_12.0.PNG|150px]]
[[image:kSmallWorldMInit_100_12.0.PNG|165px]]
[[image:kSmallWorldM_100_12.0.PNG|165px]]

=== Scale-Free Networks Generator ===

BarabasiAlbertGenerator

Parameters: '''init_vertices''' (number of vertices that the graph should start with), '''numEdgesToAttach''' (the number of edges that should be attached from the new vertex to pre-existing vertices at each time step) and '''numSteps''' (number of time steps). init_vertices must be superior or equal to numEdgesToAttach.

{| border="1"
| Parameters and Resulting Graph characteristics
|-
| graphs || W1 ||W2|| W3 || W4 ||W5 ||W6||W7||W8
|- style="background:lightgrey;"
|'''init_vertices'''||4||4||4||4||2||2||2||4
|- style="background:lightgrey;"
|'''numEdgesToAttach'''||2||2||2||1||1||1||2||4
|- style="background:lightgrey;"
|'''numSteps'''||10||50||100|| 100||100||50||50||50
|-
|numVertices||14||53||104|| 80||76||51||52||54
|-
|numEdges||40||200||400||158||150||100||200||400
|-
|components||1||1||1||1||1||1||1||1
|- style="background:#FFFFCC"
|density||0.45||0.27||0.19||0.16||0.16||0.2||0.27||0.37
|-style="background:#FFFFCC"
|clusteringCoefficient||0.15||0.2||0.07||0.51||0.51||0.66||0.16||0.23
|-
|diameter||4||6||6||11||14||8||5||4
|-
|averageShortestDistance||2.24||2.81||3.18||5.26||5.7||3.74||2.8||2.15
|-
|minDegree||2||1||2||1||1||1||2||4
|-
|maxDegree||5||16||19||8||12||16||17||26
|}

W1 [http://insitu.lri.fr/~nhenry/socnets/bascalefree/baScaleFree_4_2_10.xml ScaleFree_4_2_10.xml]

[[image:baScaleFree_4_2_10.PNG|150px]]
[[image:baScaleFreeMInit_4_2_10.PNG|165px]]
[[image:baScaleFreeM_4_2_10.PNG|165px]]

W2 [http://insitu.lri.fr/~nhenry/socnets/bascalefree/baScaleFree_4_2_50.xml ScaleFree_4_2_50.xml]

[[image:baScaleFree_4_2_50.PNG|150px]]
[[image:baScaleFreeMInit_4_2_50.PNG|165px]]
[[image:baScaleFreeM_4_2_50.PNG|165px]]

W3 [http://insitu.lri.fr/~nhenry/socnets/bascalefree/baScaleFree_4_2_100.xml ScaleFree_4_2_100.xml]

[[image:baScaleFree_4_2_100.PNG|150px]]
[[image:baScaleFreeMInit_4_2_100.PNG|165px]]
[[image:baScaleFreeM_4_2_100.PNG|165px]]

W4 [http://insitu.lri.fr/~nhenry/socnets/bascalefree/baScaleFree_4_1_100.xml ScaleFree_4_1_100.xml]

[[image:baScaleFree_4_1_100.PNG|150px]]
[[image:baScaleFreeMInit_4_1_100.PNG|165px]]
[[image:baScaleFreeM_4_1_100.PNG|165px]]

W5 [http://insitu.lri.fr/~nhenry/socnets/bascalefree/baScaleFree_2_1_100.xml ScaleFree_2_1_100.xml]

[[image:baScaleFree_2_1_100.PNG|150px]]
[[image:baScaleFreeMInit_2_1_100.PNG|165px]]
[[image:baScaleFreeM_2_1_100.PNG|165px]]

W6 [http://insitu.lri.fr/~nhenry/socnets/bascalefree/baScaleFree_2_1_50.xml ScaleFree_2_1_50.xml]

[[image:baScaleFree_2_1_50.PNG|150px]]
[[image:baScaleFreeMInit_2_1_50.PNG|165px]]
[[image:baScaleFreeM_2_1_50.PNG|165px]]

W7 [http://insitu.lri.fr/~nhenry/socnets/bascalefree/baScaleFree_2_2_50.xml ScaleFree_2_2_50.xml]

[[image:baScaleFree_2_2_50.PNG|150px]]
[[image:baScaleFreeMInit_2_2_50.PNG|165px]]
[[image:baScaleFreeM_2_2_50.PNG|165px]]

W8 [http://insitu.lri.fr/~nhenry/socnets/bascalefree/baScaleFree_4_4_50.xml ScaleFree_4_4_50.xml]

[[image:baScaleFree_4_4_50.PNG|150px]]
[[image:baScaleFreeMInit_4_4_50.PNG|165px]]
[[image:baScaleFreeM_4_4_50.PNG|165px]]

EppsteinPowerLawGenerator

Parameters: '''numVertices''' (the number of vertices for the generated graph), '''numEdges''' (the number of edges the generated graph will have, should be Theta(numVertices)) and '''r''' (the model parameter).

== Real Social Networks ==

Here is a panel of undirected networks issued from scientific articles, benchmarks or contests. Social network visualization or analysis tools provide also some real datasets: Pajek [http://vlado.fmf.uni-lj.si/pub/networks/data/] and UCINet [http://vlado.fmf.uni-lj.si/pub/networks/data/UciNet/UciData.htm].

=== Small-World ===

{| border="1"
| Parameters and Resulting Graph characteristics for Co-Authoring Networks
|Name ||Team Collaboration (with external collaborators)||Infovis component 1 ||Infovis component 2 || Infovis component 3||Infovis component 4
|-style="background:lightgrey"
|'''Source'''||Collected ||Contest||Contest||Contest||Contest
|-
|numNodes||146||135||48||47||32
|-
|numEdges||540||321||91||114||109
|-
|components||1||1||1||1||1
|-style="background:#FFFFCC"
|density||0.16||0.13||0.2||0.23||0.33
|-style="background:#FFFFCC"
|clusteringCoefficient||0.91||0.82||0.79||0.83||0.81
|-
|diameter||4||11||7||10||6
|-
|averageShortestDistance||2.65||4.4||3.71||3.84||2.6
|-
|minDegree||1||1||1||1||1
|-
|maxDegree||57||22||11||15||15
|}

TeamCollaborationExternal [http://insitu.lri.fr/~nhenry/socnets/realsmallworld/teamCollaborationExternalAnonym.xml TeamCollaborationExternal.xml]

[[image: teamCollaborationExternal.PNG|150px]]
[[image: teamCollaborationExternalMInit.PNG|165px]]
[[image: teamCollaborationExternalM.PNG|165px]]

Infovis Component 1 [http://insitu.lri.fr/~nhenry/socnets/realsmallworld/ivComp1.xml ivComp1.xml]

[[image: ivComp1.PNG|150px]]
[[image: ivComp1MInit.PNG|165px]]
[[image: ivComp1M.PNG|165px]]

Infovis Component 2 [http://insitu.lri.fr/~nhenry/socnets/realsmallworld/ivComp2.xml ivComp2.xml]

[[image: ivComp2.PNG|150px]]
[[image: ivComp2MInit.PNG|165px]]
[[image: ivComp2M.PNG|165px]]

Infovis Component 3 [http://insitu.lri.fr/~nhenry/socnets/realsmallworld/ivComp3.xml ivComp3.xml]

[[image: ivComp3.PNG|150px]]
[[image: ivComp3MInit.PNG|165px]]
[[image: ivComp3M.PNG|165px]]

Infovis Component 4 [http://insitu.lri.fr/~nhenry/socnets/realsmallworld/ivComp4.xml ivComp4.xml]

[[image: ivComp4.PNG|150px]]
[[image: ivComp4MInit.PNG|165px]]
[[image: ivComp4M.PNG|165px]]

=== Tree-like ===

{| border="1"
| Parameters and Resulting Graph characteristics for Genealogy and Virus Transmission
|Name ||genealogy||MSTTransmission1||MSTTransmission2||HIVTransmission
|-style="background:lightgrey"
|'''Source'''||Pajek||Article [http://sextrans.bmjjournals.com/cgi/content/abstract/80/4/280]||Article[http://sextrans.bmjjournals.com/cgi/content/abstract/80/4/280]||Article [http://sti.bmjjournals.com/cgi/content/abstract/78/suppl_1/i159]
|-
|numVertices||242||38||84||243
|-
|numEdges||510||78||182||514
|-
|components||1||1||1||1
|-style="background:#FFFFCC"
|density||0.09||0.23||0.16||0.09
|-style="background:#FFFFCC"
|clusteringCoefficient||0.66||0.53||0.52||0.65
|-
|diameter||11||10||9||23
|-
|averageShortestDistance||5.78||4.42||4.31||8.27
|-
|minDegree||1||1||1||1
|-
|maxDegree||14||7||17||20
|}

Gondola Genealogy [http://insitu.lri.fr/~nhenry/socnets/realtreelike/GondolaGen.xml GondolaGen.xml]

[[image: gondolaGen.PNG|150px]]
[[image: gondolaGenMInit.PNG|165px]]
[[image: gondolaGenM.PNG|165px]]

MSTTransmission 1 [http://insitu.lri.fr/~nhenry/socnets/realtreelike/Mst1.xml Mst1.xml]

[[image: mst1.PNG|150px]]
[[image: mst1MInit.PNG|165px]]
[[image: mst1M.PNG|165px]]

MSTTransmission 2 [http://insitu.lri.fr/~nhenry/socnets/realtreelike/Mst2.xml Mst2.xml]

[[image: mst2.PNG|150px]]
[[image: mst2MInit.PNG|165px]]
[[image: mst2M.PNG|165px]]

HIV Transmission [http://insitu.lri.fr/~nhenry/socnets/realtreelike/Hiv.xml Hiv.xml]

[[image: hiv.PNG|150px]]
[[image: hivMInit.PNG|165px]]
[[image: hivM.PNG|165px]]

=== Almost Complete Graphs ===

{| border="1"
| Parameters and Resulting Graph characteristics for Email Communication within a research lab.
|-
|Name||emailDay per person||emailWeek per person||emailMonth per person||emailYear per person||emailDay per team||emailWeek per team||emailMonth per team||emailYear per team
|-style="background:lightgrey"
|'''Source'''||Collected||Collected||Collected||Collected||Collected||Collected||Collected||Collected
|-
|numVertices||134||200||242||447||30||33||35||42
|-
|numEdges||442||1676||3514||11462||183||410||564||980
|-
|components||1||1||1||1||1||1||1||1
|-style="background:#FFFFCC"
|density||0.16||0.2||0.24||0.24||0.45||0.61||0.68||0.75
|-style="background:#FFFFCC"
|clusteringCoefficient||0.52||0.55||0.62||0.71||0.62||0.78||0.83||0.84
|-
|diameter||9||7||6||6||5||3||3||3
|-
|averageShortestDistance||4.29||2.92||2.52||2.42||2.17||1.71||1.57||1.45
|-
|minDegree||1||1||1||1||1||1||1||3
|-
|maxDegree||15||51||86||195||16||26||34||40
|}

Email exchange per person during a day [http://insitu.lri.fr/~nhenry/socnets/realalmostcomplete/emailDay.xml emailDay.xml]

[[image: emailDay.PNG|150px]]
[[image: emailDayMInit.PNG|165px]]
[[image: emailDayM.PNG|165px]]

Email exchange per person during a week [http://insitu.lri.fr/~nhenry/socnets/realalmostcomplete/emailWeek.xml emailWeek.xml]

[[image: emailWeek.PNG|150px]]
[[image: emailWeekMInit.PNG|165px]]
[[image: emailWeekM.PNG|165px]]

Email exchange per person during a month [http://insitu.lri.fr/~nhenry/socnets/realalmostcomplete/emailMonth.xml emailMonth.xml]

[[image: emailMonth.PNG|150px]]
[[image: emailMonthMInit.PNG|165px]]
[[image: emailMonthM.PNG|165px]]

Email exchange per person during a year [http://insitu.lri.fr/~nhenry/socnets/realalmostcomplete/emailYear.xml emailYear.xml]

[[image: emailYear.PNG|150px]]
[[image: emailYearMInit.PNG|165px]]
[[image: emailYearM.PNG|165px]]

Email exchange per research group during a day [http://insitu.lri.fr/~nhenry/socnets/realalmostcomplete/emailGDay.xml emailGDay.xml]

[[image: emailGDay.PNG|150px]]
[[image: emailGDayMInit.PNG|165px]]
[[image: emailGDayM.PNG|165px]]

<blockquote>
Number of email coded with link width in the nodelink, edge color in the matrix
</blockquote>

<blockquote>
[[image: emailGDayS.PNG|150px]]
[[image: emailGDayMC.PNG|165px]]
</blockquote>

Email exchange per research group during a week
[http://insitu.lri.fr/~nhenry/socnets/realalmostcomplete/emailGWeek.xml emailGWeek.xml]

[[image: emailGWeek.PNG|150px]]
[[image: emailGWeekMInit.PNG|165px]]
[[image: emailGWeekM.PNG|165px]]

<blockquote>
Number of email coded with link width in the nodelink, edge color in the matrix
</blockquote>

<blockquote>
[[image: emailGWeekS.PNG|150px]]
[[image: emailGWeekMC.PNG|165px]]
</blockquote>

Email exchange per research group during a month
[http://insitu.lri.fr/~nhenry/socnets/realalmostcomplete/emailGMonth.xml emailGMonth.xml]

[[image: emailGMonth.PNG|150px]]
[[image: emailGMonthMInit.PNG|165px]]
[[image: emailGMonthM.PNG|165px]]

<blockquote>
Number of email coded with link width in the nodelink, edge color in the matrix
</blockquote>

<blockquote>
[[image: emailGMonthS.PNG|150px]]
[[image: emailGMonthMC.PNG|150px]]
</blockquote>

Email exchange per research group during a year
[http://insitu.lri.fr/~nhenry/socnets/realalmostcomplete/emailGYear.xml emailGYear.xml]

[[image: emailGYear.PNG|150px]]
[[image: emailGYearMInit.PNG|165px]]
[[image: emailGYearM.PNG|165px]]

<blockquote>
Number of email coded with link width in the nodelink, edge color in the matrix
</blockquote>

<blockquote>
[[image: emailGYearS.PNG|150px]]
[[image: emailGYearMC.PNG|165px]]
</blockquote>
[[Category:Datasets]]
[[Category:Coffee Room]]

Category:Coffee Room

2008-03-26T01:29:59Z

Ccollins:

Search Engine

2008-03-26T01:29:27Z

Ccollins:

[http://www.google.com/coop/cse?cx=015508547728725058312%3Ae72-8qt96bi Data Visualization Search]

Search engine for everything Data Visualization.
Narrows down searches to known good sources.

Please contribute links to search.

[[Category:Coffee Room]]

2008-06-15: Interactive Visualization for Computational Linguistics Tutorial at ACL/HLT '08

2008-03-26T01:15:19Z

Ccollins: created

[[Category:News]]
[[Category:2008/06]]
[[Category:Tutorials]]

*'''Title''': Interactive Visualization for Computational Linguistics (Tutorial) at the 46th Annual Meeting of the Association for Computational Linguistics (ACL-08)
*'''Date:''' June 15, 2008
*'''Location:''' [[wikipedia:Columbus|Columbus]], [[wikipedia:Ohio|OH]], [[wikipedia:USA|USA]]
*'''Proceedings Publisher:''' Association for Computational Linguistics
*'''Homepage:''' http://www.ling.ohio-state.edu/acl08/cft.html#tut_5

Template:News

2008-03-26T01:10:34Z

Ccollins:

*[[2008-06-15: Interactive Visualization for Computational Linguistics Tutorial at ACL/HLT '08]]
*[[2008-03-17: Vis, InfoVis, VAST 2008 Abstract Deadline is coming up]]
*[[2008-03-14: Review Volunteering for Vis, InfoVis, VAST]]
*[[2008-03-10: CFP: Special Issue of IEEE Computer Graphics and Applications (CG&A) on Visual Analytics Evaluation]]
*[[2008-03-10: VAST Challenge 2008 announced]]
*[[2008-03-10: SEMVAST: New Resource on Visual Analytics Evaluation]]
*[[2008-03-06: CFP: Geospatial Visual Analytics, Workshop and Special Issue of the CaGIS journal]]
*[[2008-03-06: Call for Participation: Interactive Visual Exploration of Electronic Health Records Workshop]]
*[[2008-03-05: BIOSTEC 2009: Full Paper Submission: June 27, 2008]]
*[[2008-03-03: Bergen Job Offer: PhD Fellowship in MedVis]]
*[[2008-02-20: InfoVis:Wiki will be temporarily down for maintenance today]]
*[[2008-02-06: New book "Visualization for Information Retrieval" by Jin Zhang]]
*[[2008-01-19: New issue of Inf@Vis! (infovis.net) on "Intelligent Legends" available]]
*[[2008-01-19: Job Offer: Tenured faculty position in HCI at the University of Zurich]]
*[[2008-01-16: Assistant Professor in New Media Technology; MODUL University Vienna, Austria]]
*[[2008-01-16: Job Offer: PhD Position in Information Visualization, Växjö University, Sweden, and TU Kaiserslautern, Germany]]
*[[2007-12-31: CFP:Symposium on Information Visualization in Biomedical Informatics]]
*[[2007-12-27: CFP: Computer Graphics International Conference; Special Issue: The Visual Computer]]
*[[2007-12-21: CFP: VizSEC 2008 Workshop on Visualization for Cyber Security]]
*[[2007-12-18: Draft Classification headings for InfoVis]]
[[Image:Heer07flare.png|right|100px]]
*[[2007-12-05: United Nations Office at Geneva: Centre for Advanced Visual Analytics]]
*[[2007-12-05: flare: A new prefuse-based visualization toolkit for ActionScript and the Adobe Flash Player]]
*[[2007-11-22: CFP: GeoVisualization of Dynamics, Movement and Change, Workshop and Special Issue of the Information Visualization journal]]
*[[2007-11-09: Job Offer: Post-Doc Position Available at the University of Calgary]]
*[[2007-11-09: CFP: Visualization and Collaboration, Special Session to be held at The 2008 International Symposium on Collaborative Technologies and Systems]]
*[[2007-11-09: Job Offer: PhD position in InfoVis and adaptive eLearning technologies, University of Lugano, Switzerland]]
*[[2007-10-31: Job Offer: Research and Teaching Position, Danube University Krems, Austria]]
*[[2007-10-30: CFP: Visualization for Decision Making, Information Sharing, and Collaboration (ISCRAM 2008)]]
*[[2007-10-27: Skyrails: Social Network Visualisation System]]
*[[2007-10-18: InfoVis:Wiki and VizPatterns Merger]]
*[[2007-10-08: Job Offer: PhD Position in Information Visualization, Växjö University, Sweden]]
*[[2007-09-26: Research Fellow in Visualization (2 positions), Bergen, Norway]]
*[[2007-09-24: Job Offers: Researchers and PhD Candidates, Info Viz (Information Landscapes), Vienna, Austria]]
*[[2007-09-20: VizPatterns.org Wiki announces a new resource for Visualization Design Patterns]]
*[[2005-09-18: IEEE OnAV08 Call for Papers (Intl. Workshop on Ontology Alignment and Visualization)]]
*[[2007-09-12: InfoVis:Wiki RSS feeds now working properly!]]
*[[2007-09-11: IEEE CG&A Call for Papers - Special issue on "Mobile Graphics", July-August 2008]]
*[[2007-09-10: Post-doc job offer in "Visual Analytics" at INRIA / Paris, France]]
*[[2007-09-07: System upgrade and new server for the InfoVis:Wiki]]
*[[2007-09-05: Job Offer: KTP associate in Information Visualisation (Oxford, UK)]]
*[[2007-08-31: InfoVis:Wiki will be upgraded and moved during the upcoming week]]
*[[2007-08-30: InfoVis job opportunities in HealthCare at Humana Innovation Center]]
*[[2007-08-30: InfoVis job opportunities at IBM China Research Lab]]
*[[2007-08-21: Open-source interface to search, browse, and data-mine image collections]]
*[[2007-08-01: Oculus Info Inc hiring information visualization experts]]
* 2007-07-24: [[BIOSTEC 2008]] - Deadline Position papers: 10 September, 2007
*[[2007-07-19: IJGIS Special issue Geovisual analytics for spatial decision support]]
*[[2007-07-10: Job Offer: KTP associate in Information Visualisation (Oxford, UK)]]
*[[2007-07-03: Review of visualization techniques for temporal information]]
*[[2007-06-28: Job offer: Researcher/Lecturer in Information Vizualization (Vienna, Austria)]]
*[[2007-06-25: Inforgraphics For The SEO Confused]]
*2007-06-22: [http://www.biostec.org/ BIOSTEC 2008]: Full paper submission ends at June, 27 of 2007
*[[2007-06-17: searchCrystal, a search visualization toolset, is available at www.searchcrystal.com]]
*[[2007-06-06: PhD Scholarships at University Konstanz (Germany)]]
*[[2007-06-05: Post-Doctoral position in GeoVisualization at the giCentre, City University]]
*[[2007-06-01: Postdoctoral position in information visualization at Stony Brook University]]
*[[2007-05-18: Post-doctorate Research Position in Information Visualization]]
*[[2007-05-18: Do you know the difference between good and bad graph designs?]]
*[[2007-05-07: Anonymous editing disallowed on InfoVis:Wiki due to SPAM]]
*[[2007-04-20: Review of the newly released Tableau 3.0 by Stephen Few]]
*[[2007-04-19: Funded PhD position in InfoVis at Napier University, Edinburgh, UK]]
*[[2007-04-16: Historic Information Graphics literature review by Aaron Marcus]]
*[[2007-03-10: "ShoppingPath": novel Shopping Visualization Tool]]
*[[2007-03-02: Google Custom Search Engine for Data Visualization]]
[[Image:Lengler07periodic-table.jpg|right|75px]]
*[[2007-02-28: A Periodic Table of Visualization Methods]]
*[[2007-02-28: "visual-literacy.org": An E-Learning Tutorial on Visualization for Communication, Engineering and Business]]
[[Image:Manyeyes07logo.jpg|right|75px]]
*[[2007-02-19: "Many Eyes": New web application for shared visualization and discovery by Martin Wattenberg et al.]]
[[Image:Engelhardt07infovis-diagram.gif|right|100px]]
*[[2007-02-15: New issue of Inf@Vis! (infovis.net) on "InfoVis Diagram" available]]
*[[2007-01-22: JavaOne Online Learning Resource on "NetBeans IDE Common Framework for Information Visualization"]]
*[[2007-01-11: New issue of Inf@Vis! (infovis.net) on "Diagrams for Visualisation" available]]
*[[2006-12-07: New issue of Inf@Vis! (infovis.net) on "Exploratory Search" available]]
*[[2006-12-06: Research and Teaching Position at Danube University Krems, Austria]]
*[[2006-12-06: Is There Science in Visualization?]]
*[[2006-12-04: "Discovering the Unexpected" - Call for Papers: Visual Analytics in IEEE CG&A]]
*[[2006-11-29: Stephen Few comments on InfoVis 2006 conference]]
*[[2006-11-13: Presentation of InfoVis:Wiki at Wikiposium 2006]]
*[[2006-10-30: New release of XmdvTool is available (7.0)]]
*[[2006-10-23: New issue of Inf@Vis! (infovis.net) on "Colour guidelines" available]]
*[[2006-09-28: InfoVis'06 Papers on the Web ]]
*[[2006-09-28: Job offer: 4 Research Positions in Visualization & Semantic Systems at Graz University of Technology and Vienna University of Economics and Business Administration, Austria]]
*[[2006-09-20: New issue of Inf@Vis! (infovis.net) on "Colour Usage" available]]
*[[2006-08-28: "Simplicity - the art of complexity" is the theme of this years Ars Electronica Festival in Linz, Austria]]
*[[2006-08-01: Job openings at IBM T, J. Watson: Research Staff Member]]
*[[2006-07-24: Post-doc job offer at for "Interactive and Visual Graph Mining" at INRIA / Bordeaux, France]]
*[[2006-06-27: Post-Doc / PhD Position at MPI Tuebingen]]
*[[2006-06-02: Ph.D. Fellowships in Visual Analytics available at Worcester Polytechnic Institute Computer Science Department]]
*[[2006-05-29: Oculus Info Inc hiring information visualization experts]]
[[Image:Aharef06websitegraph.png|right|100px]]
*[[2006-05-29: Websites as graphs]]
[[Image:Offenhuber06semaspace.jpg|right|100px]]
*[[2006-05-24: SemaSpace - Graph editor for large knowledge networks]]
*[[2006-05-21: Junk Charts - New Blog on chart junk]]
*[[2006-05-15: Open Lecture on "Complexity and Infoviz", Design Faculty of Polietcnico di Milano. Milan, Italy]]
*[[2006-04-24: Open Research and Teaching Assistant/PhD Candidate position at Danube University Krems, Austria]]
*[[2006-04-20: Call for Papers - C&G Special Issue on Visual Analytics]]
*[[2006-04-19: "The Surest Path to Visual Discovery" - Article by Stephen Few illustrating the Visual Information Seeking Mantra]]
*[[2006-04-18: New issue of Inf@Vis! (infovis.net) on "Visualising Time" available]]
[[Image:Google06finance.png|right|100px]]
*[[2006-03-27: Google Finance - Interactive Flash graphs to explore stock price data]]
[[Image:Smartmoney06marketradar.gif|right|100px]]
*[[2006-03-27: Market Radar: interactive data visualization of historical stock prices at SmartMoney.com]]
*[[2006-03-21: Post-doctoral position at CNRS, LaBRI, Bordeaux, France]]
*[[2006-03-20: Webcast by Ben Shneiderman on Information Exploration]]
*[[2006-03-15: Information Visualization Post-Doc and Summer Internship Positions at INRIA (France)]]
*[[2006-03-14: Article on Chart Junk: "Ice Age, or How to Avoid Frightening your Readers by Hiding the Key Data Point"]]
*[[2006-03-10: Visual Information Expert Workshop]]
*[[2006-03-08: The new book "Beautiful Evidence" by E. Tufte will be available soon]]
*[[2006-03-06: Article on "Visual Analytics" in current issue of IEEE Computer Graphics and Applications]]
*[[2006-02-26: Submission Deadline of IV06 has been extended to March 20, 2006]]
*[[2006-02-16: New issue of Inf@Vis! (infovis.net) on "Preattentive Processing" available]]
[[Image:Carden06travel time tube map.png|right|100px]]
*[[2006-01-25: Travel Time Tube Map]]
*[[2006-01-17: IEEE Information Visualization Symposium Proceedings will appear as an issue of IEEE Transactions on Visualization and Computer Graphics (TVCG)]]
*[[2006-01-11: Article on "Visualizing Spreadsheets" in DMReview magazine]]

[[:Category:News|'''News Archive...''']]

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