Recommendations and Tailored Content

pornpics.de
Recommendations and Tailored Content on pornpics.de

Last Updated: January 28, 2025

1. Introduction

   This document provides an overview of the recommender system employed on our website, including the methodologies and sorting algorithms used across various pages. This description is prepared to ensure transparency and compliance with the EU Digital Services Act (DSA).

2. General Ranking System

   All pages on the website use a ranking system to organize and present content. By default, this system ranks content in descending order of Click-Through Rate (CTR), calculated using the formula:

   CTR = Clicks / Impressions

   This formula ensures that content is sorted based on its clickability, presenting the most engaging content to users at the top of the page.

3. Specific Sorting Rules by Page Type

   The website also employs additional sorting methods for certain pages. The sorting methods for each page type are detailed below:

   1. Default Content Pages

      These pages display content sorted in descending order of CTR:

      • Categories
        • Example: Amateur
      • Tags
        • Example: Asian MILF Tags
      • Models
        • Example: Angela White
      • Channels
        • Example: All Over 30
      • Search Pages
        • Example: Search Example - ATK MILF

   2. Popular Pages

      These pages feature content sorted by CTR, presenting the most clickable content first:

      • Example: Popular

   3. Recent Pages

      These pages display content sorted by upload date, from newest to oldest:

      • Example: Recent

   4. Pages Sorted by User Interactions

      • Rating: Sorted by a ratio of likes to total reactions, calculated as Likes / (Likes + Dislikes).
        • Example: Rating
      • Likes: Sorted by the number of likes.
        • Example: Likes
      • Views: Sorted by the number of views.
        • Example: Views
      • Comments: Sorted by the number of comments.
        • Example: Comments

   5. Model and Channel Pages

      • Search Popularity: Models and channels sorted by the number of user searches on the site.
        • Examples: Pornstars, Channels
      • Date Added: Sorted by the date a model or channel was added to the site, from newest to oldest.
        • Examples: Pornstars by Date, Channels by Date
      • Trending: Sorted by the change in search popularity over the past two days.
        • Examples: Pornstars Trending, Channels Trending
      • Number of Galleries: Sorted by the total number of galleries associated with a model or channel.
        • Examples: Pornstars by Galleries, Channels by Galleries
      • Alphabetical Order: Models and channels sorted alphabetically.
        • Examples: Pornstars Alphabetical, Channels Alphabetical

4. Transparency and User Awareness

   The sorting mechanisms described are implemented to enhance user experience by prioritizing relevant, engaging, and popular content. These systems are designed to be objective, consistent, and transparent, ensuring that users understand the criteria influencing content visibility on the platform.

5. Contact Information

   For further inquiries or details about the recommender system, users can contact our team at: https://www.pornpics.de/contact/ or .

6. Future Updates

   This document may be updated periodically to reflect changes in the recommender system or to comply with evolving regulatory requirements.