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confs:tsukuba2010 [2010/03/17 23:55]
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confs:tsukuba2010 [2010/03/18 00:02] (current)
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==== Abstract ==== ==== Abstract ====
-The Web has transformed the landscape of how humans interact socially. With the advent of Web 2.0, Social Computing has emerged as a new and innovative paradigm that changes the way we communicate, interact, and learn. Social Computing involves the investigation of collective intelligence by using computational techniques such as machine learning, data mining, natural language processing, etc. on social behavioral data collected from blogs, wikis, emails, instant messages, clickthrough data, query logs, social bookmarks, tags, etc. In this talk, I will first introduce Social Computing by outlining some of the unique characteristics and aspects that are found on the various social platforms.  I will then illustrate one social computing application of query suggestion using clickthrough data based on the heat diffusion equation over a graph.  Lastly, I will conclude with some current challenges and potential future promises of Social Computing.+The Web has transformed the landscape on how humans interact socially. With the advent of Web 2.0, Social Computing has emerged as a new and innovative paradigm that changes the way we communicate, interact, and learn. Social Computing involves the investigation of collective intelligence by using computational techniques such as machine learning, data mining, natural language processing, etc. on social behavioral data collected from blogs, wikis, emails, instant messages, clickthrough data, query logs, social bookmarks, tags, etc. In this talk, I will first introduce Social Computing by outlining some of the unique characteristics and aspects that are found on the various social platforms.  I will then illustrate one social computing application of query suggestion using clickthrough data based on the heat diffusion equation over a graph.  Lastly, I will conclude with some current challenges and potential future promises of Social Computing.
==== Brief Profile ==== ==== Brief Profile ====
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<div style="text-align: right;"><a href="http://wiki.cse.cuhk.edu.hk/irwin.king/profile">more detailed <b>Profile</b>>></a></div> <div style="text-align: right;"><a href="http://wiki.cse.cuhk.edu.hk/irwin.king/profile">more detailed <b>Profile</b>>></a></div>
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