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). While the above studies have typically relied on public web data, using web crawlers, social web data has not yet been systematically examined. The social web, also referred to as ‘social media’, is defined as a set of online communication tools that

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governments link to one another in an effective manner. From a broad perspective, the purpose of the present study is to provide a better understanding of innovation activity mediated by social media, particularly the government's Twitter activity, a

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way. In addition, if applied with online social media tools, such as, social networks sites, portals, and search engines WSI methods have the potential to provide accessible and large datasets for analysis and can provide potentially new venues for

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not indexed by these databases are simply lost. With the development of the Web, scholars have more ways to communicate and disseminate research than ever before. These venues include open access archives, online journals, and social media

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Introduction Recent political events, including Barack Obama's historical win in the 2008 presidential election in the U. S, have demonstrated the increased use and importance of social media in political campaigns. Twitter, a

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productivity (Ding et al. 2010 ). IT may enhance access to the materials, knowledge, and skills of others. For example the introduction of new databases with enhanced search capabilities such as Google Scholar or Scopus (Bar-Ilan 2008 ) and related social

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. Shi , X , Tseng , B , Adamic , L 2009 Information diffusion in computer science citation networks The International Conference on Weblogs and Social Media San Jose, CA . Strogatz , SH

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. , & Dunne , C. ( 2010 ). NodeXL: A free and open network overview, discovery and exploration add-in for excel 2007/2010 . http://nodexl.codeplex.com/ from the Social Media Research Foundation, http

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