Overview Description:
IS that analyzes current and previous user’s data and determines the current mood based on face recognizing algorithms using user’s camera. Based on these data our IS selects several songs instantly.
Music plays a crucial role in emotional regulation. People often want to improve or change their emotions via music, and this helps them stay motivated or reveal their feelings. Selecting the right music for the right time plays a significant role for our mental health.
Even though platforms like Spotify use similar algorithms to recommend categorized music, these recommendations aren’t based on people’s current mood. Instead, they recommend based on the songs you listened and this can be misleading and insufficient due to fact that this algorithm solely relies on the songs you listened. This can create a mismatch between the song you want and the artist you listened to previously. For example, algorithms select the kind of song you listened to in a good mood but the next day your mood isn’t suitable for that song. Just because you like the music, algorithms want to play the song next time too. Also, this process is time consuming for users because of the choice overload. If you are in a bad mood, you might not want to spend time searching for songs. For example, it’s a rainy day and you are in a rush but you also want to listen to music, you must spend your time choosing the most suitable song. This can lead to frustration and stress.
Our IS uses machine learning facial recognition algorithms, analyzes user’s social media data or user’s previous manual inputs. It also takes location, time and weather as an input. It then creates a music playlist that matches or changes the user’s mood. This system will be constantly updated in order to match the change of user’s mood. If the user experienced a bad day but after a phone call, he or she can be cheerful. This IS observes and detects this change and immediately arranges a new list of songs to ensure the best possible experience.
Our IS reduces user’s daily minor decision making stresses by taking the responsibility of making the right choices.
Updated on 2024-12-19
Hey,
We’re closing this idea since it doesn’t meet one of our Idea Exchange guidelines, namely “Making sure your idea is clear”.
At this point, we don’t have enough information regarding what you'd like to see implemented.
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Thanks!