MX366802B - Sistemas, metodos y aparatos para generar recomendaciones de musica. - Google Patents
Sistemas, metodos y aparatos para generar recomendaciones de musica.Info
- Publication number
- MX366802B MX366802B MX2016015658A MX2016015658A MX366802B MX 366802 B MX366802 B MX 366802B MX 2016015658 A MX2016015658 A MX 2016015658A MX 2016015658 A MX2016015658 A MX 2016015658A MX 366802 B MX366802 B MX 366802B
- Authority
- MX
- Mexico
- Prior art keywords
- user
- audio
- weights
- short
- data
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/60—Information retrieval; Database structures therefor; File system structures therefor of audio data
- G06F16/63—Querying
- G06F16/638—Presentation of query results
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/60—Information retrieval; Database structures therefor; File system structures therefor of audio data
- G06F16/68—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
- G06N5/046—Forward inferencing; Production systems
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- Databases & Information Systems (AREA)
- Multimedia (AREA)
- Library & Information Science (AREA)
- Artificial Intelligence (AREA)
- Computational Linguistics (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
Se presentan sistemas, métodos y aparatos para generar recomendaciones de música con base en la combinación de factores influyentes de canciones y usuarios con caracterizaciones de reglas de canales. Estos sistemas y métodos envían una lista de reproducción, la cual puede ser distribuida como una corriente de información de audio en un dispositivo del usuario o cliente, tal como un teléfono o teléfono inteligente, computadora de tipo tableta, computadora o reproductor de MP3, o cualquier dispositivo del consumidor con capacidades de reproducción de audio. La lista de reproducción puede comprender varios estratos cortos de audio individuales de un género o tipo, tales como canciones, o de múltiples tipos, tales como música, conversación, deportes y comedia. Los estratos cortos de audio individuales pueden ser ordenados por un secuenciador, el cual, utilizando grandes cantidades de datos, genera ponderaciones de factores influyentes tanto (i) independientes del usuario como (ii) dependientes del usuario para cada estrato corto, y luego combina todas estas ponderaciones de factores influyentes en una ponderación de reproducción combinada W para un estrato corto de audio determinado, para un usuario determinado. Tomando las diversas ponderaciones de reproducción W (Ui,Sj), se puede aplicar un conjunto de reglas para generar un conjunto de candidatos C (Ui, Sj, Tk) para reproducir para el usuario j en cada uno de los períodos de tiempo k hasta k +m. Las listas de reproducción en tiempo real entonces se pueden generar a partir de los m conjuntos de candidatos por medio de la aplicación de un conjunto de reglas, las cuales pueden ser reglas de canales, por ejemplo. Los datos utilizados para generar ponderaciones de factores influyentes pueden incluir datos específicos del usuario que incluyen preferencias e historial de escucha detallado, datos específicos de estratos cortos de audio y datos extraídos de varias fuentes accesibles de Internet, que incluyen medios sociales. En algunas modalidades un bucle de retroalimentación se puede implementar para medir la exactitud de las listas de reproducción generadas dinámicamente y modificar en respuesta las ponderaciones de factores influyentes. La figura más representativa de la invención es la número 1.
Applications Claiming Priority (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201462004318P | 2014-05-29 | 2014-05-29 | |
| US201462011523P | 2014-06-12 | 2014-06-12 | |
| US201462007555P | 2014-06-24 | 2014-06-24 | |
| PCT/US2015/033314 WO2015184346A1 (en) | 2014-05-29 | 2015-05-29 | Systems, methods and apparatus for generating music recommendations |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| MX2016015658A MX2016015658A (es) | 2017-08-02 |
| MX366802B true MX366802B (es) | 2019-07-25 |
Family
ID=54699907
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| MX2016015658A MX366802B (es) | 2014-05-29 | 2015-05-29 | Sistemas, metodos y aparatos para generar recomendaciones de musica. |
Country Status (4)
| Country | Link |
|---|---|
| US (3) | US11210338B2 (es) |
| CA (1) | CA2950421C (es) |
| MX (1) | MX366802B (es) |
| WO (1) | WO2015184346A1 (es) |
Families Citing this family (19)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| MX366802B (es) * | 2014-05-29 | 2019-07-25 | Sirius Xm Radio Inc | Sistemas, metodos y aparatos para generar recomendaciones de musica. |
| CN106131587B (zh) * | 2016-07-22 | 2020-01-17 | 亦非云互联网技术（上海）有限公司 | 音/视频轮播方法、系统及具有该系统的服务器端 |
| US10412183B2 (en) * | 2017-02-24 | 2019-09-10 | Spotify Ab | Methods and systems for personalizing content in accordance with divergences in a user's listening history |
| US10223063B2 (en) | 2017-02-24 | 2019-03-05 | Spotify Ab | Methods and systems for personalizing user experience based on discovery metrics |
| US10743045B2 (en) | 2017-07-21 | 2020-08-11 | The Directv Group, Inc. | System method for audio-video playback recommendations |
| CN108228882B (zh) * | 2018-01-26 | 2019-12-17 | 维沃移动通信有限公司 | 一种歌曲试听片段的推荐方法和终端设备 |
| US11003727B2 (en) * | 2018-02-28 | 2021-05-11 | Grubhub Holdings, Inc. | Real-time distribution and adjustment of content placement |
| US10885092B2 (en) | 2018-04-17 | 2021-01-05 | International Business Machines Corporation | Media selection based on learning past behaviors |
| US11461672B2 (en) * | 2019-02-08 | 2022-10-04 | International Business Machines Corporation | Plug-and-ingest framework for question answering systems |
| US11507866B1 (en) * | 2019-04-30 | 2022-11-22 | Branded Entertainment Network, Inc. | Predicting results for a video posted to a social media influencer channel |
| CN110300313A (zh) * | 2019-06-28 | 2019-10-01 | 广州酷狗计算机科技有限公司 | 信息显示方法、装置、终端、服务器及存储介质 |
| CN110532419B (zh) * | 2019-08-29 | 2023-01-06 | 腾讯科技（深圳）有限公司 | 一种音频的处理方法及装置 |
| CN111339349B (zh) * | 2020-02-26 | 2025-09-12 | 腾讯科技（深圳）有限公司 | 歌单推荐方法 |
| US11556828B2 (en) * | 2020-07-16 | 2023-01-17 | Spotify Ab | Systems and methods for selecting content using a multiple objective, multi-arm bandit model |
| CN112883222B (zh) * | 2021-01-21 | 2022-12-16 | 咪咕音乐有限公司 | 歌曲的推荐播放方法、电子设备及计算机可读存储介质 |
| CN113032616B (zh) * | 2021-03-19 | 2024-02-20 | 腾讯音乐娱乐科技（深圳）有限公司 | 音频推荐的方法、装置、计算机设备和存储介质 |
| CN113672758B (zh) * | 2021-08-20 | 2024-04-12 | 杭州网易云音乐科技有限公司 | 歌单生成方法、装置、介质和计算设备 |
| US12231708B2 (en) * | 2021-10-12 | 2025-02-18 | Spotify Ab | Systems and methods for sequencing a playlist of media items |
| WO2023228209A1 (en) * | 2022-05-25 | 2023-11-30 | Centre For Development Of Telematics (C-Dot) | A method and a system for automatic network provisioning |
Family Cites Families (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050038819A1 (en) * | 2000-04-21 | 2005-02-17 | Hicken Wendell T. | Music Recommendation system and method |
| US9008812B2 (en) * | 2008-06-19 | 2015-04-14 | Sirius Xm Radio Inc. | Method and apparatus for using selected content tracks from two or more program channels to automatically generate a blended mix channel for playback to a user upon selection of a corresponding preset button on a user interface |
| US20060200449A1 (en) * | 2002-12-20 | 2006-09-07 | Koninlijkw Phillips Electronics N.V. | Query by indefinite expressions |
| US20060218187A1 (en) * | 2005-03-25 | 2006-09-28 | Microsoft Corporation | Methods, systems, and computer-readable media for generating an ordered list of one or more media items |
| US7970922B2 (en) * | 2006-07-11 | 2011-06-28 | Napo Enterprises, Llc | P2P real time media recommendations |
| US20080270532A1 (en) | 2007-03-22 | 2008-10-30 | Melodeo Inc. | Techniques for generating and applying playlists |
| US20090163183A1 (en) * | 2007-10-04 | 2009-06-25 | O'donoghue Hugh | Recommendation generation systems, apparatus and methods |
| US20100010997A1 (en) * | 2008-07-11 | 2010-01-14 | Abo Enterprise, LLC | Method and system for rescoring a playlist |
| GB2457968A (en) * | 2008-08-06 | 2009-09-02 | John W Hannay & Co Ltd | Forming a presentation of content |
| US8266158B2 (en) * | 2009-01-30 | 2012-09-11 | Yahoo! Inc. | Systems and methods for calculating a just-in-time reputation score |
| US20130305385A1 (en) * | 2012-05-09 | 2013-11-14 | Cloud Cover Music | Streaming audio playback service and methodology |
| US11271993B2 (en) * | 2013-03-14 | 2022-03-08 | Aperture Investments, Llc | Streaming music categorization using rhythm, texture and pitch |
| EP3036657A4 (en) * | 2013-03-15 | 2017-06-21 | Spotify AB | Systems, methods, and computer readable medium for generating playlists |
| US9383965B1 (en) * | 2013-08-16 | 2016-07-05 | Amazon Technologies, Inc. | Media library analyzer |
| GB2522890A (en) * | 2014-02-07 | 2015-08-12 | Music Technology Ltd | Dynamic digital media content and associated user pool apparatus and method |
| MX366802B (es) * | 2014-05-29 | 2019-07-25 | Sirius Xm Radio Inc | Sistemas, metodos y aparatos para generar recomendaciones de musica. |
-
2015
- 2015-05-29 MX MX2016015658A patent/MX366802B/es active IP Right Grant
- 2015-05-29 WO PCT/US2015/033314 patent/WO2015184346A1/en not_active Ceased
- 2015-05-29 US US14/725,961 patent/US11210338B2/en active Active
- 2015-05-29 CA CA2950421A patent/CA2950421C/en active Active
-
2021
- 2021-12-28 US US17/563,656 patent/US11921778B2/en active Active
-
2024
- 2024-03-04 US US18/594,811 patent/US20240346072A1/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| MX2016015658A (es) | 2017-08-02 |
| WO2015184346A1 (en) | 2015-12-03 |
| CA2950421C (en) | 2023-10-03 |
| US11210338B2 (en) | 2021-12-28 |
| US11921778B2 (en) | 2024-03-05 |
| US20150356447A1 (en) | 2015-12-10 |
| US20240346072A1 (en) | 2024-10-17 |
| US20220405324A1 (en) | 2022-12-22 |
| CA2950421A1 (en) | 2015-12-03 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| FG | Grant or registration |