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Understanding the information propagation process in social networks: Difference between revisions
Understanding the information propagation process in social networks (view source)
Revision as of 14:19, 14 May 2013
, 14 May 2013→Project Description
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Today, social networking platforms such as Facebook, Twitter have become another important ways for information propagation. We directly become aware of more and more latest news from links and tweets our friends shared with us. This is just like the conversation we make with our friends. What is different here is that, with the help of computers, this time we can record every details we are interested in with very little cost. The access to those data makes it possible for us to understand information propagation in a better way. There are already lots of efforts made by researchers . In those efforts, one recent work is to treat each information propagation process as a tree or forests(two or more trees) embedded in the social graph. | Today, social networking platforms such as Facebook, Twitter have become another important ways for information propagation. We directly become aware of more and more latest news from links and tweets our friends shared with us. This is just like the conversation we make with our friends. What is different here is that, with the help of computers, this time we can record every details we are interested in with very little cost. The access to those data makes it possible for us to understand information propagation in a better way. There are already lots of efforts made by researchers . In those efforts, one recent work is to treat each information propagation process as a tree or forests(two or more trees) embedded in the social graph. | ||
In this project, the work will start with reading papers and being familiar with the concepts and methods on the independent cascade model, which is a powerful model for the information propagation process. Then lots of effort is needed for the quantitative analysis on the information cascade trees. We are | In this project, the work will start with reading papers and being familiar with the concepts and methods on the independent cascade model, which is a powerful model for the information propagation process. Then lots of effort is needed for the quantitative analysis on the information cascade trees. We are hoping to find some interesting results on the difference between the large trees (which represents popular news) and the small ones (which represent non-popular news). | ||
If you would like to join this work, please get in contact with us and depending on your experience and educational level, we will check out how you can participate! | If you would like to join this work, please get in contact with us and depending on your experience and educational level, we will check out how you can participate! | ||
== Required Skills == | == Required Skills == | ||
* Good programming skills | * Good programming skills | ||
* Basic understanding of computer networks (e.g., passed course Computer Networks) | * Basic understanding of computer networks (e.g., passed course Computer Networks) | ||