Hedonometer Explained
A hedonometer or hedonimeter is a device used to gauge happiness or pleasure. Conceived of at least as early as 1880,[1] the term was used in 1881 by the economist Francis Ysidro Edgeworth to describe "an ideally perfect instrument, a psychophysical machine, continually registering the height of pleasure experienced by an individual."[2]
More recently, it has been used to refer to a tool developed by Peter Dodds and Chris Danforth to gauge the valence of various corpora, including historical State of the Union addresses, song lyrics, and online tweets and blogs.[3] [4] [5] It is operated out of the University of Vermont (UVM), and has been in use since 2008.[6] A version of the tool is available at hedonometer.org, which they call a sort of "Dow Jones Index of Happiness",[7] and hope will be used by government officials in conjunction with other metrics as a gauge of the population's well-being.[8]
Computer scientists trained the hedonometer to recognize the emotion behind data as tweets with sentiment analysis techniques. Danforth preferred a lexicon approach, that measures the weight of a word, due to the energy required for neural nets.[9]
As of 2020, the hedonometer at UVM scrapes about 50 million tweets each day. Using sentiment analysis, the hedonometer takes the emotional temperature of the words published by users of various platforms.
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External links
Notes and References
- http://dictionary.oed.com/cgi/entry/50104110?single=1&query_type=word&queryword=hedonometer&first=1&max_to_show=10 Oxford English Dictionary definition
- http://ideas.repec.org/p/mdl/mdlpap/0723.html Edgeworth's Hedonimeter and the Quest to Measure Utility
- https://www.reuters.com/article/lifestyleMolt/idUSTRE56S0TQ20090729 Reuters - "Jackson's death was blogosphere's saddest day: study"
- Measuring the Happiness of Large-Scale Written Expression: Songs, Blogs, and Presidents . 10.1007/s10902-009-9150-9 . 2010 . Dodds . Peter Sheridan . Danforth . Christopher M. . Journal of Happiness Studies . 11 . 4 . 441–456 . free .
- https://www.theatlantic.com/technology/archive/2013/02/the-geography-of-happiness-according-to-10-million-tweets/273286/ The Atlantic - "The Geography of Happiness According to 10 Million Tweets"
- Mackenzie. Dana. 2020-09-14. How algorithms discern our mood from what we write online. Knowable Magazine. 10.1146/knowable-091120-1. 242984992 . free.
- http://www.uvm.edu/storylab/2013/04/30/now-online-the-dow-jones-of-happiness/ Computational Story Lab - "Now online: the Dow Jones Index of Happiness"
- https://archive.today/20130628203749/http://www.businessweek.com/articles/2013-05-01/forget-gdp-dot-data-crunchers-measure-happy-tweets-for-key-economic-indicator Bloomberg Businessweek - "Forget GDP. Data Crunchers Measure Happy Tweets for Key Economic Indicator"
- Web site: Mackenzie . Dana . Magazine . Knowable . How Algorithms Discern Our Mood From What We Write Online . The Wire Science . 19 September 2020.