Methods and systems for providing media recommendations based on implicit user behavior

A non-transitory computer-readable storage medium, storing one or more programs for execution by one or more processors of a server system that provides a content service, the one or more programs including instructions for:

• providing a first media item for playback based on a request from an application executing on an electronic device;
• receiving implicit feedback for the first media item, wherein:
• the received implicit feedback includes movement of a first user from a first region to a second region during the playback of the first media item;
• and
• the movement of the first user from the first region to the second region indicates a positive or negative preference for the first media item;
• and
• using the received implicit feedback, including the positive or negative preference for the first media item, to provide a media recommendation to the electronic device.

A server system providing a content service, comprising:

• one or more processors;
• and
• memory storing one or more programs for execution by the one or more processors, the one or more programs including instructions for:
• providing a first media item for playback based on a request from an application executing on an electronic device;
• receiving implicit feedback for the first media item, wherein:
• the received implicit feedback includes movement of a first user from a first region to a second region during the playback of the first media item;
• and
• the movement of the first user from the first region to the second region indicates a positive or negative preference for the first media item;
• and
• using the received implicit feedback, including the positive or negative preference for the first media item, to provide a media recommendation to the electronic device.