Chapter2013

Techniques for Sampling Online Text-Based Data Sets

16 citations0/0 files storedAdvances in data mining and database management book series

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Computational and Text Analysis Methods Survey Methodology and Nonresponse Survey Sampling and Estimation Techniques

Abstract

The chapter reviews traditional sampling techniques and suggests adaptations relevant to big data studies of text downloaded from online media such as email messages, online gaming, blogs, micro-blogs (e.g., Twitter), and social networking websites (e.g., Facebook). The authors review methods of probability, purposeful, and adaptive sampling of online data. They illustrate the use of these sampling techniques via published studies that report analysis of online text.

Citations in this library

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References

2011Twitter mood predicts the stock market 2009Twitter power: Tweets as electronic word of mouth 2008`Entering the blogosphere': some strategies for using blogs in social research 2012Safety Valve or Pressure Cooker? Blogs in Chinese Political Life 2007Mapping the blogosphere 2010Organizational Image Construction in a Fragmented Online Media Environment 2006Evolution of Online Campaigning: Increasing Interactivity in Candidate Web Sites and Blogs Through Text and Technical Features 2007RUOK? Blogging Communication Technologies During Crises

Cited by

2018Planning for Text Analytics

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