NDLI: Visualizing networks using adjacency matrices: Progresses and challenges

Content Provider	IEEE Xplore Digital Library
Author	Fekete, Jean-Daniel
Copyright Year	2009
Description	Author affiliation: INRIA Saclay, France (Fekete, Jean-Daniel)
Abstract	Visualizing networks has become a very important research and application topic in the recent years, due to the availability of network data through the web, but also to the need of analyzing several types of networks such as computer networks, social networks, biological networks (e.g. gene similarities or biological pathways). Until 2000, the node-link diagram was the only representation used. However, this representation suffers from many readability issues when the network becomes dense. In 2003, we showed that the adjacency matrix representation was more effective to visualize networks when they were dense. In this talk, we will present new methods designed by our group and others to make adjacency matrices usable for network analysis and exploration. We will explore various alternatives around the matrix representations (combined views, augmented matrices, hybrid node-link and matrix views), interaction and navigation methods for very large networks and algorithmic methods to reorder the matrices in order to show high-level structures. We will conclude with some research challenges ahead in matrix-based visualization of networks.
Starting Page	32
Ending Page	32
File Size	26793
Page Count	1
File Format	PDF
ISBN	9781424436996
DOI	10.1109/CADCG.2009.5246808
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-08-19
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Availability Navigation Social network services Design methodology Data visualization Computer networks Application software
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Visualizing networks using adjacency matrices: Progresses and challenges

NusEye: Visualizing Network Structure to Support Navigation of Aggregated Content

GraphScape: integrated multivariate network visualization

Visual Matrix Clustering of Social Networks

Social Graph Generation & Forecasting Using Social Network Mining

Visualizing time-varying matrices using multidimensional scaling and reorderable matrices

City Flow: Prototype Exploration for Visualizing Urban Traffic Conversations

StarGate: A Unified, Interactive Visualization of Software Projects

Incrementally visualising criminal networks

Visualizing networks using adjacency matrices: Progresses and challenges

Similar Documents

Visualizing networks using adjacency matrices: Progresses and challenges

NusEye: Visualizing Network Structure to Support Navigation of Aggregated Content

GraphScape: integrated multivariate network visualization

Visual Matrix Clustering of Social Networks

Social Graph Generation & Forecasting Using Social Network Mining

Visualizing time-varying matrices using multidimensional scaling and reorderable matrices

City Flow: Prototype Exploration for Visualizing Urban Traffic Conversations

StarGate: A Unified, Interactive Visualization of Software Projects

Incrementally visualising criminal networks

Visualizing networks using adjacency matrices: Progresses and challenges