YouTube’s recommendation algorithm, often referred to as the “YouTube recommendation system” or “YouTube algorithm,” is a complex and constantly evolving system designed to suggest videos that are relevant and engaging to individual users. While the specifics of the algorithm are proprietary and not disclosed in detail, here’s a simplified explanation of how it works:

1. Data Collection: YouTube collects an extensive amount of data about each user, including their watch history, search queries, and engagement with videos (likes, dislikes, comments, shares). This data is used to create a user profile.
2. Content Analysis: YouTube also analyzes videos extensively. It looks at video metadata (titles, descriptions, tags), video content (visual and audio analysis), and engagement metrics (views, watch time, user interactions) for each video uploaded to the platform.
3. ملف تعريف المستخدم: YouTube combines the data collected from individual users with the information about the videos they’ve watched and interacted with to create a unique user profile. This profile includes preferences, interests, and behavior patterns.
4. Recommendation Engine: YouTube’s recommendation engine uses machine learning and artificial intelligence (AI) algorithms to process this data. It looks for patterns and similarities between users and videos. It aims to predict which videos a user is likely to engage with based on their profile and past behavior.
5. Content Matching: The algorithm ranks videos based on their predicted relevance to a specific user. Videos are then recommended to the user on their YouTube homepage, in search results, in the “Up Next” section, and through notifications. The ranking considers factors like watch history, similarity to previously watched videos, and trending content.
6. Personalization: YouTube’s recommendation system is highly personalized. It adapts to a user’s changing interests and behavior over time. If a user watches a lot of videos on a particular topic, the algorithm may prioritize similar content in their recommendations.
7. Diversity and Exploration: The algorithm also strives to provide a diverse range of content to prevent users from becoming stuck in a filter bubble. It occasionally introduces new, potentially interesting content to encourage exploration.
8. Engagement Metrics: The algorithm monitors how users interact with the recommended videos, including watch time, likes, dislikes, comments, and shares. It uses this feedback to refine its recommendations.
9. Feedback Loop: User feedback plays a crucial role in shaping the recommendations. If a user interacts positively with a recommended video, the algorithm may suggest more similar content. Conversely, if a user dislikes or skips a video, it learns from this feedback to improve future recommendations.
10. Adapting to Policies: The recommendation system also considers YouTube’s content policies and community guidelines, filtering out content that violates these rules.

It’s important to note that the YouTube recommendation algorithm is designed to enhance user engagement and satisfaction while keeping users on the platform. However, its complexity can sometimes lead to concerns, such as the potential for creating filter bubbles or promoting controversial content. YouTube continually works to strike a balance between personalized recommendations and responsible content promotion.

YouTube counts views through a combination of automated algorithms and manual review processes to ensure accuracy and prevent fraudulent view counts. Here’s a simplified overview of how YouTube counts views:

1. User Interaction: When a user clicks on a video and starts watching, this interaction is registered as a view.
2. Time Threshold: To be counted as a view, the user typically needs to watch a significant portion of the video, often around 30 seconds. This threshold helps filter out accidental clicks or very short visits.
3. Unique Views: YouTube distinguishes between repeated views from the same user and unique views. Multiple views from the same user within a short period are often counted as a single view.
4. Verification: YouTube constantly monitors views for any unusual or suspicious activity, such as automated view bots or click farms. Invalid views are filtered out and not counted.
5. Real-Time Updates: YouTube provides real-time view counts, but these numbers may be adjusted as the platform reviews the legitimacy of views.
6. Freezing Counts: Occasionally, YouTube may freeze the view count on a video to conduct a manual review if it suspects fraudulent activity. Once the review is complete, the view count is updated accordingly.

Yes, you can make money on YouTube. Many content creators, known as YouTubers, earn income through various methods on the platform. Here’s a brief overview of how YouTubers make money:

1. Ad Revenue: This is the most common way YouTubers earn money. YouTube’s Partner Program allows eligible channels to monetize their content by displaying ads. You earn a share of the revenue generated from these ads based on factors like video views, watch time, and viewer engagement.
2. Sponsorships and Brand Deals: YouTubers often collaborate with brands and sponsors to promote their products or services in their videos. These collaborations can be lucrative, especially for channels with a large and engaged audience.
3. Merchandise Sales: Some YouTubers create and sell their merchandise, such as clothing, accessories, or digital products, to their fans through platforms like Teespring or custom online stores.
4. Channel Memberships: YouTube offers a channel membership feature that allows YouTubers to offer exclusive perks to their subscribers for a monthly fee. Subscribers get access to custom badges, emojis, and members-only content.
5. Super Chats and Super Stickers: During live streams or Premiere videos, viewers can send Super Chats or Super Stickers, which are paid messages and animations. Creators receive a portion of the revenue from these interactions.
6. YouTube Premium Revenue: YouTube Premium subscribers watch videos without ads. YouTube distributes a portion of their subscription fees to creators based on the content they watch.
7. Affiliate Marketing: YouTubers may include affiliate links in their video descriptions, which allow them to earn a commission on sales generated through those links. This is common in product review or recommendation videos.
8. Crowdfunding: Some YouTubers use crowdfunding platforms like Patreon or Kickstarter to receive direct financial support from their audience in exchange for exclusive content or rewards.
9. Teaching and Consulting: YouTubers with expertise in various fields may offer online courses, consulting services, or sell e-books to their viewers.
10. Selling Digital Products: Creators can sell digital products like e-books, presets, or templates directly to their audience.

It’s important to note that building a successful YouTube channel and generating substantial income typically requires consistent content creation, audience engagement, and marketing efforts. Earnings can vary widely based on factors like niche, audience size, and content quality.

لحذف Facebook المشاركة على جهاز محمول (باستخدام Facebook app) ، اتبع الخطوات التالية:

1. فتح Facebook App: إطلاق Facebook التطبيق على الجهاز المحمول الخاص بك.
2. تسجيل الدخول: إذا كنت لا بالفعل تسجيل الدخول, تسجيل الدخول إلى حسابك في Facebook account.
3. العثور على وظيفة: انتقل من خلال تغذية الأخبار الخاصة بك أو زيارة ملف التعريف الخاص بك إلى موقع آخر تريد حذفها.
4. الوصول إلى خيارات المشاركة: انقر على النقاط الثلاث (...) أيقونة في الزاوية العلوية اليمنى من المنصب. سيؤدي هذا إلى فتح قائمة الخيارات المتصلة بالوظيفة.
5. حذف المشاركة: من القائمة اختر "حذف" أو "حذف المشاركة." Facebook قد تطلب تأكيد, لذا تأكد من أنك تريد حذف هذا المنصب.
6. تأكيد: بعد التأكد من وظيفة سيتم حذفه نهائيا من Facebook.

يرجى توخي الحذر عند حذف المشاركات ، كما أن هذا العمل لا يمكن التراجع عنها. تأكد من أنك تريد إزالة هذا المنصب قبل المتابعة.

استخدام Facebook فيديو حية ، اتبع الخطوات التالية:

1. فتح Facebook: تسجيل الدخول إلى حسابك في Facebook حساب استخدام التطبيق المحمول أو متصفح الويب.
2. إنشاء وظيفة: على Facebook التطبيق, اضغط "ماذا يدور في ذهنك ؟" الحقل في الجزء العلوي من تغذية الأخبار الخاصة بك. على شبكة الإنترنت, انها نفس المجال في الجزء العلوي من ملف التعريف الخاص بك أو تغذية الأخبار.
3. اختيار الفيديو الحية: في آخر الخلق ستظهر لك عدة خيارات ، بما في ذلك "العيش". المس أو انقر فوق على "العيش".
4. تعيين إعدادات الخصوصية: قبل أن تذهب مباشرة, يمكنك اختيار من يمكنه رؤية الفيديو الخاص بك. يمكنك الاختيار من العام ، أصدقاء إلا محددة من الأصدقاء ، أو لي فقط ، اعتمادا على التفضيلات الخاصة بك. يمكنك أيضا إضافة وصف إلى لقطات فيديو حية السماح جمهورك أعرف ما هو عليه حول.
5. تكوين إعدادات إضافية: يمكنك تمكين أو تعطيل الخيارات المختلفة مثل موقع tagging, إضافة شعور أو النشاط ، وأكثر اعتمادا على محتوى الفيديو الحية.
6. إضافة عنوان: إعطاء الخاص بك لقطات فيديو حية العنوان الذي يصف ما عليك أن تكون مشاركة.
7. بداية البث: مرة واحدة كنت قد تكوين الإعدادات الخاصة بك, اضغط على "Go Live" زر (أو ما شابه ، اعتمادا على الجهاز الخاص بك). Facebook سوف يبدأ العد التنازلي, مما يتيح لك لحظة إعداد.
8. التفاعل مع المشاهدين: في حين بث, يمكنك أن ترى عدد من المشاهدين و أي تعليقات خروجها. يمكنك الرد على التعليقات في الوقت الحقيقي ، مما يجعل البث التفاعلي.
9. في نهاية الفيديو الحية: عندما كنت على استعداد الانتهاء ، انقر فوق "إنهاء" أو "نهاية الفيديو الحية." Facebook سوف يطلب منك تأكيد قبل إنهاء البث.
10. حفظ أو حصة: بعد إنهاء لقطات فيديو حية, سيكون لديك الخيار حفظه إلى لفة الكاميرا ، مشاركتها على الجدول الزمني الخاص بك ، أو حذفها.