An enhancement of Spotify's music shuffling algorithm applied in spotify's music player / Althea Kim M. Hernandez and Franchesca Jehnine D. Masangkay. 6
By: Althea Kim M. Hernandez and Franchesca Jehnine D. Masangkay. 4 0 16 [, ] | [, ] |
Contributor(s): 5 6 [] |
Language: Unknown language code Summary language: Unknown language code Original language: Unknown language code Series: ; March 2016.46Edition: Description: 28 cm. 167 ppContent type: text Media type: unmediated Carrier type: volumeISBN: ISSN: 2Other title: 6 []Uniform titles: | | Subject(s): -- 2 -- 0 -- -- | -- 2 -- 0 -- 6 -- | 2 0 -- | -- -- 20 -- | | -- -- -- -- 20 -- | -- -- -- 20 -- --Genre/Form: -- 2 -- Additional physical formats: DDC classification: | LOC classification: | | 2Other classification:| Item type | Current location | Home library | Collection | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|---|
| Book | PLM | PLM Archives | Filipiniana-Thesis | QA76.9.A43 H47 2016 (Browse shelf) | Available | FT6085 |
Undergraduate Thesis: (BSCS major in Computer Studies) - Pamantasan ng Lungsod ng Maynila, 2016. 56
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ABSTRACT: The study is about Spotify's music player. Our algorithm is based on the previously stated algorithm of Spotify developers. This measure compares music items depending on its artist and the number is played. First is to distribute artist in which same artist have 20%-30% distance to each other. Then randomized artist to be played. Distribute shuffle artist songs using Fisher Yates and flag songs that are already played therefore preventing it to be repeated without finishing the entire playlist first. We report results on a database of over 100 songs. The problems that we encountered during the studies as follows: (1) The algorithm repeats various items, (2) there are items that doesn't check the list, and lastly 93) there are items that are not played. We find that after enhancing the algorithm there no repetition on songs suggesting the approached used by the researchers are suitable for the existing system.
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