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Moment Suggestions

Melodia’s context-based recommendation engine offers personalized music suggestions given the user’s current moment. These suggestions are meant to provide the user with alternative music recommendations that best fit their moment according to their unique taste and past listening patterns.

Melodia’s API offers three types of moment suggestion results:

  1. Top Moment Tracks
  2. Activity-Based Tracks
  3. Genre Groups

Top Moment Tracks

These suggestions comprise the top track and playlist recommendations according to the user’s current context (i.e., time of day, day of week, activity, location, etc.). The recommendations are personalized to the user’s taste profile and optimized according to their listening history and feedback.

Activity-Based Tracks

When the user is about to undertake a particular activity (i.e., running, driving, etc.), they can choose to get suggestions appropriate for the given activity. Moreover, as opposed to simply suggesting generic playlists for a given activity like other music services, Melodia’s recommendations and playlists are uniquely personalized to the user’s taste and listening profile. In addition to the selected activity, Melodia’s engine also optimizes these suggestions to the user’s other contextual data (e.g., time of day, location, etc.).

Genre Groups

Moment suggestions may also be grouped by genre. For example, Melodia may predict from the user’s past listening history that they will enjoy New Age music at this moment. In this case, Melodia will offer a group of personalized track suggestions with this genre as the common theme.