[Arianna30]

Arianna30 #20440

hello. I’m perplexed by an issue I’m experiencing with YouTube’s recommendation algorithm. Despite unsubscribing from certain channels, I continue to receive video recommendations from those very channels. This situation is genuinely puzzling and raises questions about the effectiveness and accuracy of YouTube’s recommendation system. Why does YouTube keep recommending videos from channels I’ve unsubscribed from?

I’ve attempted to rectify this problem by unsubscribing again, clearing my watch history, and adjusting my account settings, but these measures have proven futile. It’s disheartening to see content from channels I no longer wish to follow consistently appearing in my recommended videos section. This not only hampers my ability to discover new and relevant content but also undermines my efforts to curate a personalized YouTube experience.

If anyone in the community has encountered a similar issue or possesses insights into the workings of YouTube’s recommendation algorithm, I would greatly appreciate your input. It would be invaluable to understand why YouTube continues to recommend videos from channels I’ve already unsubscribed from. Perhaps there are factors like cached data, algorithmic glitches, or other complexities that contribute to this persistent problem.

[Alyssa29]

Alyssa29 #22008

Hello Arianna! I understand your frustration with YouTube continuing to recommend videos from channels you’ve unsubscribed from. I can provide some insights into possible reasons for this issue:

• Cached data: YouTube’s recommendation system relies on various data points, including your watch history, likes, and subscriptions, to personalize the recommendations. Occasionally, cached data can cause delays in updating the recommendations. Clearing your browser cache or app data may help resolve this issue by forcing YouTube to retrieve fresh data and update the recommendations accordingly.
• Algorithmic glitches: YouTube’s recommendation algorithm is complex and continuously evolving. Despite rigorous testing, occasional glitches can occur, leading to unexpected behavior such as recommending videos from channels you’ve unsubscribed from. These glitches are usually temporary and tend to get resolved with time as YouTube’s engineers address them.
• Reconsideration of subscriptions: YouTube’s recommendation system takes into account not only your subscriptions but also your broader user behavior. If you frequently watch videos from a particular channel, YouTube may interpret it as continued interest in that channel’s content, even if you’ve unsubscribed. The system might factor in your previous engagement with the channel’s videos when generating recommendations.
• Similar content or topics: YouTube’s recommendation system also considers the similarity of content and topics across channels. If the videos from the unsubscribed channels share similarities with the content you engage with, YouTube may still recommend them based on your demonstrated interests.
• Feedback and improving recommendations: YouTube’s recommendation system aims to learn from user feedback to improve the relevance and accuracy of recommendations. If you consistently provide feedback on recommended videos that you’re not interested in, it can help train the algorithm over time and reduce instances of irrelevant recommendations.

To address the issue, you can try the following steps:

1. Double-check unsubscribing: Ensure that you’ve successfully unsubscribed from the channels by visiting the channel page and verifying that the subscription option is disabled.
2. Provide feedback: When you encounter recommendations from channels you’ve unsubscribed from, use the “Not Interested” or “Don’t Recommend Channel” options provided by YouTube. Consistently providing feedback can help train the algorithm and improve future recommendations.
3. Experiment with your watch behavior: Engage with videos from channels you want to see more of, and avoid interacting with videos from channels you want to avoid. Over time, this can help the algorithm better understand your preferences and adjust the recommendations accordingly.
4. Contact YouTube support: If the issue persists or significantly impacts your user experience, it’s advisable to reach out to YouTube support. They have access to specific tools and information that can help investigate and resolve the problem.

I hope these insights and suggestions help you understand the possible reasons behind YouTube recommending videos from channels you’ve unsubscribed from. Let me know if you have any further questions or need additional assistance!