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by nathan jurgenson

I recently came across a tool that has been around for a couple of years. GenderAnalyzer claims that it can determine the gender of the author of any text that you point it to. It learns to do this by looking at thousands of blogs and the corresponding gender of the author.

Give it a try: genderanalyzer.com

As of today, it looks like it has a 63% success rate; not impressive but better than chance. Leaving aside how serious we should take this particular tool, many feel that men and women write differently. These different performances of gender through the creation of text can be documented and predicted. This study concludes,

[…] females use many more pronouns and males use many more noun specifiers. […] female writing exhibits greater usage of features identified by previous researchers as “involved” while male writing exhibits greater usage of features which have been identified as “informational”.

All of this made me think of how Wikipedia strives for a “neutral point of view” in its articles. That is, “without bias.” For fun, I picked some Wikipedia articles and ran them through the GenderAnalyzer to see if they were deemed male, neutral or female. Results indicate a strong male bias in my very small and non-random sample:

  • Male: Coffee; bell hooks; oil; love; hip hop; rugby football; philosophy; sex; web 2.0; sexism; feminism; WNBA; Ani DiFranco; men’s health; welding; women’s suffrage.
  • Gender neutral: Childbirth; bread; donuts; gravity.
  • Female: Quilt; knitting.

Whatever the validity or reliability of GenderAnalyzer, the research cited above begs the question of how Wikipedia would best be organized given different male and female writing styles. Would the ideal Wikipedia contain only the gender neutral voice? Or would it strive for a more even distribution of male and female voices throughout?

Finally, is Wikipedia’s effort to achieve a “neutrality” a male endeavor? Some feminist epistemologists (Gilligan, Harding, etc.) have argued that objectivity and value-disinterestedness are inherently male. Thus, is the neutral voice actually quite gendered? ~nathan

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