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Streaming Service Algorithms are Biased


Streaming Service Algorithms are Biased, Directly Affecting Content ...

This machine learning technology is an industry disruptor, as well as how data science and analytics directly affects content consumption.

How Streaming Services Use Algorithms - AMT Lab @ CMU

While Netflix does not use demographics in its algorithm, the algorithm can be biased and make inferences. Marcus du Sautoy is a British ...

The Dark Side of Streaming: How Content Algorithms Are Changing ...

Just as social media algorithms tend to show us content that aligns with our views, streaming algorithms can narrow our viewing habits by ...

New U study shows algorithms promote bias—and consumers ...

... streaming service's matching system. Every time you engage with Amazon, Facebook, Instagram, Netflix and other online sites, algorithms are ...

Call for transparency on music streaming algorithm 'bias'

Study commissioned by DCMS calls for more transparency on recommendation algorithms used by music streaming platforms amid concerns they may be biased against ...

FYS 101: Algorithmic Bias and Misinformation - Research Guides

Online media platforms push content based off of popularity and proximity which leads to algorithmic bias. This article delves into how ...

How DO streaming algorithms change the way we listen to music?

To put that another way: even if the streaming services' recommendation algorithms are not biased in the ways people think they are, the fact ...

AI Bias: What It Is and How to Prevent It | Built In

... algorithms and inherent human biases. It ... Even something as innocuous as recommendation systems in streaming services can exhibit bias ...

The Bias Against Bias: Using Bias Intentionally in Artificial Intelligence

From streaming services recommending your next favorite show to product suggestions on retail sites ... “We expect that the algorithm is biased ...

The Algorithms Aren't Biased, We Are | by Rahul Bhargava - Medium

“Algorithmic bias” is showing up all over the press right now. What does that term mean? Algorithms are doling out discriminatory sentence ...

Algorithmic bias - Wikipedia

The study of algorithmic bias is most concerned with algorithms that reflect "systematic and unfair" discrimination. This bias has only recently been addressed ...

Addressing the Prevalence of Biased Algorithms | Social Work

... streaming services, whose resume gets rejected for a job position, and even prison sentences. Using algorithms to make suggestions or even decisions for us ...

Streaming platform and strategic recommendation bias - Bourreau

Biased recommendations generate disutility for consumers and, therefore, reduce their willingness-to-pay for the streaming service. Content ...

Column: Algorithms limit exploration of music - The Kenyon Collegian

The algorithms used by streaming services like Spotify and Apple Music base their algorithms ... biased toward certain demographics and ...

Are music recommendation algorithms fair to emerging artists ...

Several previous investigations found that regardless of the streaming platform, recommender systems are biased and unfair to specific groups of ...

How come corporations like Netflix and Youtube with “advanced ...

At their core, these algorithms often start with relatively straightforward inputs like your viewing history, how long you watch a show or movie ...

The impact of recommendation algorithms on the UK's music industry

Research into the impact of streaming services' algorithms on music consumption ... The question of “bias” in music streaming algorithms ...

How I'm fighting bias in algorithms - MIT Media Lab

Joy Buolamwini was working with facial analysis software when she noticed a problem: the software didn't detect her face.

Are Netflix and Spotify algorithms biased (they recommend ... - Quora

All streaming services are liberal biased. Politically correct. Even worse. They have been censoring movies to be politically correct. This ...

Algorithms are not neutral: Bias in collaborative filtering - PMC

Here we illustrate the point that algorithms themselves can be the source of bias with the example of collaborative filtering algorithms for recommendation and ...