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TomCADem

(17,682 posts)
8. Algorithmic Bias: Reinforcing Prejudice on Social Media
Mon Oct 21, 2024, 10:03 AM
21 hrs ago

Should we be surprised that hate has become normalized when even many progressives still believe that the Great Satan is major media, and they can't seemed to fathom how people are drawn to such a serial liar. The answer is that thanks to technology, you can get lost in your own little rabbit hole without any type of warning that the content that is ranked or recommended is complete BS.

https://dhananjaymittal.medium.com/algorithmic-bias-reinforcing-prejudice-on-social-media-46de22eef5dc

Social media platforms have become a ubiquitous part of our lives, offering personalized content that caters to our interests and preferences. Behind this personalization are complex AI algorithms that aim to enhance user experience. However, there’s a concerning downside to this technology — algorithmic bias. In this extensive blog, we will delve into the world of algorithmic bias on social media, exploring how these algorithms may unintentionally favor certain groups and viewpoints, ultimately contributing to discrimination and inequality.

Social media platforms like Facebook, Twitter, and Instagram have revolutionized the way we consume content. They employ sophisticated algorithms that take into account your past interactions, likes, shares, and comments to curate a feed that aligns with your interests. This personalization is designed to keep users engaged and active on the platform.

While personalization enhances the user experience, it brings forth a concerning phenomenon known as the “echo chamber effect.” This term refers to the way algorithms often feed users content that aligns with their existing beliefs and preferences. In other words, if you tend to engage with a particular political view or set of interests, the algorithm will continue to serve you content from that perspective.
The level of ignorance that he and his followers revel in is what's scary. They are proud of how stupid they are. cutroot Sunday #1
Algorithmic Bias: Reinforcing Prejudice on Social Media TomCADem 21 hrs ago #8
Republicans have spent the last 40 years or more destroying the education system. Xipe Totec 8 hrs ago #36
It's a clear indicator of some real, major political, historical and social dysfunction if even 15% of the population lees1975 Sunday #2
Unsettling is an understatement. I see President Trump wining MI NC GA NV and AZ and becoming kelly1mm Yesterday #3
He's behind in MI, PA and WI, and if he doesn't win those, she gets 277. But she'll get all of them. lees1975 Yesterday #5
I only have him winning MI of the 'Blue Wall' states. Assuming he does win MI kelly1mm Yesterday #6
She is up by 8 points in Michigan. lees1975 17 hrs ago #19
Here is a top rated poll that has her down 3 points in MI. kelly1mm 14 hrs ago #28
RCP is not a top rated poll. lees1975 13 hrs ago #31
Trump "winning" Scarlet Begalas 16 hrs ago #20
Darn it you caught me! Been on DU since 2009 and have 5000+ posts all leading up kelly1mm 14 hrs ago #29
Links please PortTack 15 hrs ago #24
I am only predicting a MI win as of now but PA is slipping into a pure coin flip. Here is a recent poll kelly1mm 14 hrs ago #30
RCP is trash. Forget it. If she's down by an average of 3 that means she's winning by 4. lees1975 13 hrs ago #32
RCP is just the server hosting the PDF from the polling company. kelly1mm 12 hrs ago #35
He's not winning all those states. n/t wryter2000 18 hrs ago #15
I hope I am wrong. We will see in about 2 weeks. nt kelly1mm 17 hrs ago #16
Really? MFM008 17 hrs ago #17
2016 and 2020 were just as unsettling. J_William_Ryan Yesterday #4
And how many of us face this in our own families? callous taoboy Yesterday #7
This is the toughest part for me. maxsolomon 19 hrs ago #12
This the toughest part for me Scarlet Begalas 16 hrs ago #21
This one is specifically linked to her Dad. maxsolomon 16 hrs ago #23
Despite the stock market being at record highs....sounds like dad has a tough time facing the reality of things PortTack 14 hrs ago #27
He attends Mass weekly. maxsolomon 13 hrs ago #33
What's unsettling is that he's not polling in single digits. tinrobot 20 hrs ago #9
Engage nvme 19 hrs ago #10
Because they are MFM008 17 hrs ago #18
Education k0rs 19 hrs ago #11
Education Scarlet Begalas 16 hrs ago #22
Trump should have been jailed January 7th. No bail. Do not pass go. Initech 19 hrs ago #13
I wonder if that 45% hasn't always been there wryter2000 18 hrs ago #14
I grew up in Amarillo Texas a half century ago. markodochartaigh 14 hrs ago #26
The Christian nationalism that is becoming a bigger issue was buried in the votes of those lees1975 13 hrs ago #34
No, this mess is not going away with a Harris victory on 11/5...which is going to happen...but PortTack 15 hrs ago #25
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