So, unless I read the abstract wrong, this is identifying age, race, and gender, then making categorical qualifiers based on those distinctions. While using ML to do the facial recognition to distinguish a person's age, race and gender is neat - categorizing their political affiliation with a 72% accuracy rate is fairly nominal, given the tools used by modern parties to garner donations and directed online advertisin…
Facial recognition can predict person’s political orientation with 72% accuracy
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Re: Facial recognition can predict person’s political orientation with 72% accuracy
#112Earlier quoted context omitted.
They tested this question specifically: > Both in real life and in our sample, the classification of political orientation is to some extent enabled by demographic traits clearly displayed on participants’ faces. For example ... white people, older people, and males are more likely to be conservatives. What would an algorithm’s accuracy be when distinguishing between faces of people of the same age, gender, and ethni…
From there, it would seem that cues might come from how 'kempt' they appear, whether the head shot was from a party or for a resume, perhaps color and style of clothing, ... I.e., maybe not strictly the face.
Re: Facial recognition can predict person’s political orientation with 72% accuracy
#113Re: Facial recognition can predict person’s political orientation with 72% accuracy
#114My political orientiations have changed a few times over the last 10 years but my face hasn’t. This can’t actually work...
Re: Facial recognition can predict person’s political orientation with 72% accuracy
#115"The dating website sample was provided by a popular dating website in 2017. It contains profile images uploaded by 977,777 users; their location (country); and self-reported political orientation, gender, and age." It doesn't sound like people were consenting/aware that they'll endup on a facial recognition study. But I'm not even surprised dating website would sell their such data
Re: Facial recognition can predict person’s political orientation with 72% accuracy
#116Re: Facial recognition can predict person’s political orientation with 72% accuracy
#117Earlier quoted context omitted.
"VGGFace224 was used to convert facial images into face descriptors, or 2,048-value-long vectors subsuming their core features." So they had more than age, race, and gender, but it doesn't really say how things were weighted.
I don't really buy this study. If humans can't get a better accuracy than 55%, I'm convinced this vector is leaking some obvious (maybe high-frequency) information that doesn't have anything to do with the face. E.g location of the person.
Re: Facial recognition can predict person’s political orientation with 72% accuracy
#118So, unless I read the abstract wrong, this is identifying age, race, and gender, then making categorical qualifiers based on those distinctions. While using ML to do the facial recognition to distinguish a person's age, race and gender is neat - categorizing their political affiliation with a 72% accuracy rate is fairly nominal, given the tools used by modern parties to garner donations and directed online advertisin…
They tested this question specifically: > Both in real life and in our sample, the classification of political orientation is to some extent enabled by demographic traits clearly displayed on participants’ faces. For example ... white people, older people, and males are more likely to be conservatives. What would an algorithm’s accuracy be when distinguishing between faces of people of the same age, gender, and ethni…
Re: Facial recognition can predict person’s political orientation with 72% accuracy
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Usually, mentioning Nazism doesn't work well due to the way it invites flame-wars, to the point where Godwin's Law is well known. However, the specific irony they mentioned is in fact a valid observation: pseudoscience used by the state with grave consequences. I am saying this even though I myself have a strong pro-Israel bias.
Asimov mentioned this idea in a discussion with Elie Wiesel with reference to the treatment of the Edomites as described in scripture. It's an argument that has more to do with exploring the nature of political power itself than to demonize a specific group. It just so happens that in this case we have a group that has experienced one of the most poignant extremes of this phenomenon, hence why it comes up often.
Is the spotlight often placed repeatedly and with unfair frequency on Israel? I personally think it is. But that doesn't close off the topic on its own.
Re: Facial recognition can predict person’s political orientation with 72% accuracy
#120[flagged]
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