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The study noted that YouTube’s recommendation algorithm “drives 70% of all video views.” ... YouTube recommended videos that pushed voter fraud claims to Donald Trump supporters.
Algorithmic radicalization is the concept that recommender algorithms on popular social media sites such as YouTube and Facebook drive users toward progressively more extreme content over time, leading to them developing radicalized extremist political views. Algorithms record user interactions, from likes/dislikes to amount of time spent on ...
YouTube’s algorithm frequently recommends right-leaning and Christian videos to users who have not previously shown interest in those topics, according to new research released Tuesday. The ...
YouTube's content recommendation algorithm is designed to keep the user engaged as long as possible, which Roose calls the "rabbit hole effect". [5] The podcast features interviews with a variety of people involved with YouTube and the "rabbit hole effect". [6] For instance, in episode four Roose interviews Susan Wojcicki—the CEO of YouTube. [2]
Basically, these methods use an item profile (i.e., a set of discrete attributes and features) characterizing the item within the system. To abstract the features of the items in the system, an item presentation algorithm is applied. A widely used algorithm is the tf–idf representation (also called vector space representation). [57]
The report, titled "YouTube's Anorexia Algorithm," examines the first 1,000 videos that a teen girl would receive in the "Up Next" panel when watching videos about weight loss, diet or exercise ...
The alt-right pipeline (also called the alt-right rabbit hole) is a proposed conceptual model regarding internet radicalization toward the alt-right movement. It describes a phenomenon in which consuming provocative right-wing political content, such as antifeminist or anti-SJW ideas, gradually increases exposure to the alt-right or similar far-right politics.
YouTube's algorithm recommends right-wing, extremist videos to users — even if they haven't interacted with that content before. YouTube's algorithm pushes right-wing, explicit videos regardless ...