My darling on Movie
In April 2008, after preliminary closed testing and debugging of the algorithm, a new interesting personal recommendation system called “My Charm” started working on the Movi video hosting. In short, the resource now offers each registered visitor their own personal Movie. With a selection of videos, the most relevant user preferences.
One of the drawbacks of video hosting (for regular visitors) is the lack of sensible content organization. To go and see one or another video by the link that came on ICQ is one thing. But to find something interesting in the file archives, even using the rubricator available on the site is quite another. Here the eternal problem of any search process emerges (unnecessary content, difficulty in selecting key phrases, unsuccessful output, inconvenient categorization, etc.). Tags, categories and "tapes of friends" help a little.
This problem was attempted to be solved on the Movie video hosting service by introducing a content personalization service (or personal recommendation system). The essence of the system lies in tracking user actions and drawing up his personal preferences. So that the user does not do that - he watched one or another video, chose a category, indicated a tag, the system will remember it (10-12 viewed videos will be enough for the “process to go”) and write it into a “secret book”. And will issue on the main page of the portal only "those" videos.
Stuck entertaining. Began to introduce it already on April 3. So now we can definitely say that “My darling” works to the fullest. I think many regular users of video hosting can like it very much. However, those users who either do not need a new service or simply do not want their actions to be tracked by the system can simply turn off “My Charm” in the settings.
One of the drawbacks of video hosting (for regular visitors) is the lack of sensible content organization. To go and see one or another video by the link that came on ICQ is one thing. But to find something interesting in the file archives, even using the rubricator available on the site is quite another. Here the eternal problem of any search process emerges (unnecessary content, difficulty in selecting key phrases, unsuccessful output, inconvenient categorization, etc.). Tags, categories and "tapes of friends" help a little.
This problem was attempted to be solved on the Movie video hosting service by introducing a content personalization service (or personal recommendation system). The essence of the system lies in tracking user actions and drawing up his personal preferences. So that the user does not do that - he watched one or another video, chose a category, indicated a tag, the system will remember it (10-12 viewed videos will be enough for the “process to go”) and write it into a “secret book”. And will issue on the main page of the portal only "those" videos.
Stuck entertaining. Began to introduce it already on April 3. So now we can definitely say that “My darling” works to the fullest. I think many regular users of video hosting can like it very much. However, those users who either do not need a new service or simply do not want their actions to be tracked by the system can simply turn off “My Charm” in the settings.
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Source: https://habr.com/ru/post/24337/
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