Quantifying Chinese Happiness via Large-Scale Microblogging Data

@article{Kuang2014QuantifyingCH,
  title={Quantifying Chinese Happiness via Large-Scale Microblogging Data},
  author={Chong Kuang and Zhiyuan Liu and Maosong Sun and Feng Yu and Pengfei Ma},
  journal={2014 11th Web Information System and Application Conference},
  year={2014},
  pages={227-230}
}
Happiness is an important indicator to measure our life satisfaction. Microblogging data can reflect users' living standards and psychological state. We build a large lexicon based on the PERMA lexicon and large-scale microblogging data on Sina Weibo by combining the PMI and distrabutional similarty method. Using this lexicon, we propose a method to calculate the happiness quantitatively based on PERMA theory. Experiments shows that our method achieve significant improvement compared with the… CONTINUE READING

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Showing 1-9 of 9 references

The geography of happiness: Connecting twitter sentiment and expression, demographics, and objective characteristics of place

L. Mitchell, M. R. Frank, K. D. Harris, P. S. Dodds, C. M. Danforth
PloS one, vol. 8, no. 5, p. e64417, 2013. • 2013
View 1 Excerpt

Flourish: A visionary new understanding of happiness and well-being

M. E. Seligman
2012
View 2 Excerpts

The development and psychometric properties of liwc2007

J. W. Pennebaker, C. K. Chung, M. Ireland, A. Gonzales, R. J. Booth
Austin, TX, LIWC. Net, 2007. • 2007
View 1 Excerpt

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