paper-with-me

Papers

Subscriptions and external links help drive resentful users to alternative and extremist YouTube videos

2022-04-22 · Annie Y. Chen, Brendan Nyhan, Jason Reifler, Ronald E. Robertson, Christo Wilson

Do online platforms facilitate the consumption of potentially harmful content? Using paired behavioral and survey data provided by participants recruited from a representative sample in 2020 (n=1,181), we show that exposure to alternative and extremist channel videos on YouTube is heavily concentrated among a small group of people with high prior levels of gender and racial resentment. These viewers often subscribe to these channels (prompting recommendations to their videos) and follow external links to them. In contrast, non-subscribers rarely see or follow recommendations to videos from these channels. Our findings suggest YouTube's algorithms were not sending people down "rabbit holes" during our observation window in 2020, possibly due to changes that the company made to its recommender system in 2019. However, the platform continues to play a key role in facilitating exposure to content from alternative and extremist channels among dedicated audiences.

📄 PDF Abstract BibTeX arXiv:2204.10921

Code (1)

aychen5/youtube-extremism-replication 공식 구현

Tasks

Recommendation Systems

Similar Papers 제목 키워드 기반

Streaming problems as (multi-issue) claims problems

2024-12-20 · Gustavo Bergantiños, Juan D. Moreno-Ternero

We study the problem of allocating the revenues raised via paid subscriptions to music streaming platforms among participating artists. We show that the main methods to solve streaming problems (pro-rata, user-centric an…

Governance-Aware Vector Subscriptions for Multi-Agent Knowledge Ecosystems

2026-03-21 · Steven Johnson arxiv

As AI agent ecosystems grow, agents need mechanisms to monitor relevant knowledge in real time. Semantic publish-subscribe systems address this by matching new content against vector subscriptions. However, in multi-agen…

Semantic Similarity

CHAINGE: A Blockchain Solution to Automate Payment Detail Updates to Subscription Services

2021-08-28 · David Buckley, Gueltoum Bendiab, Stavros Shiaeles, Nick Savage 외

The rise of the subscription-based business model has led to a corresponding increase in the number of subscriptions where a customer needs to manage their payments. This management of payments for multiple subscriptions…

Management

Anonymous Attention and Abuse

2025-01-13 · Florian Ederer, Paul Goldsmith-Pinkham, Kyle Jensen

We analyze the content of the anonymous online discussion forum Economics Job Market Rumors (EJMR) and document its evolving interactions with external information sources. We focus on three key aspects: the prevalence a…

Ethics

Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover Design

2024-08-03 · Joong Ho Choi, Geonyeong Choi, Ji-Eun Han, Wonjin Yang 외

In today's music industry, album cover design is as crucial as the music itself, reflecting the artist's vision and brand. However, many AI-driven album cover services require subscriptions or technical expertise, limiti…

Code GenerationImage SegmentationSemantic Segmentation