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ASUNAM
2010
IEEE
13 years 6 months ago
Leveraging Contextual Information to Explore Posting and Linking Behaviors of Bloggers
The last decade has seen an explosion in blogging and the blogosphere is continuing to grow, having a large global reach and many vibrant communities. Researchers have been pouring...
Sofus A. Macskassy
ASUNAM
2010
IEEE
13 years 6 months ago
Semi-Supervised Classification of Network Data Using Very Few Labels
The goal of semi-supervised learning (SSL) methods is to reduce the amount of labeled training data required by learning from both labeled and unlabeled instances. Macskassy and Pr...
Frank Lin, William W. Cohen
ASUNAM
2010
IEEE
13 years 6 months ago
Tracking the Evolution of Communities in Dynamic Social Networks
Real-world social networks from a variety of domains can naturally be modelled as dynamic graphs. However, approaches to detecting communities have largely focused on identifying ...
Derek Greene, Dónal Doyle, Padraig Cunningh...
ASUNAM
2010
IEEE
13 years 6 months ago
Fast Discovery of Reliable Subnetworks
Abstract--We present a novel and efficient algorithm, PATH COVERING, for solving the most reliable subgraph problem. A reliable subgraph gives a concise summary of the connectivity...
Petteri Hintsanen, Hannu Toivonen, Petteri Sevon
ASUNAM
2010
IEEE
13 years 6 months ago
Detecting Highly Overlapping Communities with Model-Based Overlapping Seed Expansion
Abstract--As research into community finding in social networks progresses, there is a need for algorithms capable of detecting overlapping community structure. Many algorithms hav...
Aaron McDaid, Neil Hurley
ASUNAM
2010
IEEE
13 years 6 months ago
Identifying Themes in Social Media and Detecting Sentiments
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Jayanta Kumar Pal, Abhisek Saha
ASUNAM
2010
IEEE
13 years 6 months ago
Assessing Expertise Awareness in Resolution Networks
Problem resolution is a key issue in the IT service industry. A large service provider handles, on daily basis, thousands of tickets that report various types of problems from its...
Yi Chen, Shu Tao, Xifeng Yan, Nikos Anerousis, Qih...
ASUNAM
2010
IEEE
13 years 6 months ago
A Unified Framework for Link Recommendation Using Random Walks
The phenomenal success of social networking sites, such as Facebook, Twitter and LinkedIn, has revolutionized the way people communicate. This paradigm has attracted the attention ...
Zhijun Yin, Manish Gupta, Tim Weninger, Jiawei Han
ASUNAM
2010
IEEE
13 years 6 months ago
Pixel-Oriented Visualization of Change in Social Networks
We propose a new approach to visualize social networks. Most common network visualizations rely on graph drawing. While without doubt useful, graphs suffer from limitations like cl...
Klaus Stein, Rene Wegener, Christoph Schlieder
ASUNAM
2010
IEEE
13 years 6 months ago
Rhythm and Randomness in Human Contact
There is substantial interest in the effect of human mobility patterns on opportunistic communications. Inspired by recent work revisiting some of the early evidence for a L
Mervyn P. Freeman, Nicholas W. Watkins, Eiko Yonek...