公开(公告)号：US20170024486A1

公开(公告)日：2017-01-26

申请号：US15216392

申请日：2016-07-21

Applicant: SPOTIFY AB

Inventor： Kurt Jacobson ,  Daniel E. Stowell ,  Brian Whitman ,  Athena Y. Koumis ,  Jason H. Steinbach

IPC: G06F17/30 ,  G06F17/27

CPC classification number: G06N5/04 ,  G06F16/285 ,  G06F16/35 ,  G06F16/40 ,  G06F16/48 ,  G06F16/489 ,  G06F16/951 ,  G06F16/986 ,  G06F17/272 ,  G06F17/277 ,  G06F17/278 ,  G06N7/005 ,  H04L67/02 ,  H04L67/06 ,  H04L67/42

Abstract: Methods, systems and computer program products for clustering pages into headline dusters are provided by collecting web data, identifying pages from the web data, tokenizing unique words in each page, recognizing unique entities in each page, detecting media links in each page, and constructing a plurality of vector representations of each page. A first dimension of each vector representation includes the unique words tokenized in each page, a second dimension of each vector representation includes the unique entities recognized in each page, and a third dimension of each vector representation includes the media links detected in each page. The vector representations are, in turn, clustered.

Abstract translation: 通过收集网页数据，从网页数据中识别页面，在每个页面中标记独特的单词，识别每个页面中的唯一实体，检测每个页面中的媒体链接以及构造的方法，系统和计算机程序产品 每个页面的多个向量表示。 每个向量表示的第一维度包括在每个页面中被标记化的独特词，每个向量表示的第二维度包括在每个页面中识别的唯一实体，并且每个向量表示的第三维度包括在每个页面中检测到的媒体链接。 向量表示又是聚类的。

公开(公告)号：US10366334B2

公开(公告)日：2019-07-30

申请号：US15216392

申请日：2016-07-21

Applicant: SPOTIFY AB

Inventor： Kurt Jacobson ,  Daniel E. Stowell ,  Brian Whitman ,  Athena Y. Koumis ,  Jason H. Steinbach

IPC: G06N5/04 ,  H04L29/06 ,  G06F16/35 ,  G06F16/40 ,  G06F16/48 ,  G06F16/28 ,  G06F16/951 ,  G06F16/958 ,  G06F17/27 ,  G06N7/00 ,  H04L29/08

Abstract: Methods, systems and computer program products for clustering pages into headline clusters are provided by collecting web data, identifying pages from the web data, tokenizing unique words in each page, recognizing unique entities in each page, detecting media links in each page, and constructing a plurality of vector representations of each page. A first dimension of each vector representation includes the unique words tokenized in each page, a second dimension of each vector representation includes the unique entities recognized in each page, and a third dimension of each vector representation includes the media links detected in each page. The vector representations are, in turn, clustered.

公开(公告)号：US20200019870A1

公开(公告)日：2020-01-16

申请号：US16569000

申请日：2019-09-12

Applicant: Spotify AB

Inventor： Daniel E. Stowell ,  Stuart Mershon ,  Glenn P. McDonald ,  Kurt Jacobson

IPC: G06N5/04 ,  H04L29/08 ,  G06N7/00 ,  G06F17/27 ,  G06F16/958 ,  G06F16/951 ,  G06F16/48 ,  G06F16/28 ,  G06F16/40 ,  G06F16/35 ,  H04L29/06

Abstract: Methods, systems and computer program products for using a selected cohort of content consumers to rate a media object is provided by identifying a media object, determining a first value, where the first value is equal to a number of content consumers who belong to a cohort and who have played the media object, determining a second value. The second value is equal to a total number of content consumers who played the media object. A rating is computed using the first value and the second value.

公开(公告)号：US10460248B2

公开(公告)日：2019-10-29

申请号：US15216412

申请日：2016-07-21

Applicant: SPOTIFY AB

Inventor： Daniel E. Stowell ,  Stuart Mershon ,  Glenn P. McDonald ,  Kurt Jacobson

IPC: G06F16/35 ,  G06F16/40 ,  G06F16/48 ,  G06F16/28 ,  G06F16/951 ,  G06F16/958 ,  G06N5/04 ,  H04L29/06 ,  G06F17/27 ,  G06N7/00 ,  H04L29/08

Abstract: Methods, systems and computer program products for using a selected cohort of content consumers to rate a media object is provided by identifying a media object, determining a first value, where the first value is equal to a number of content consumers who belong to a cohort and who have played the media object, determining a second value. The second value is equal to a total number of content consumers who played the media object. A rating is computed using the first value and the second value.

公开(公告)号：US20170024655A1

公开(公告)日：2017-01-26

申请号：US15216412

申请日：2016-07-21

Applicant: SPOTIFY AB

Inventor： Daniel E. Stowell ,  Stuart Mershon ,  Glenn P. McDonald ,  Kurt Jacobson

IPC: G06N7/00 ,  H04L29/06 ,  G06F17/30 ,  H04L29/08

CPC classification number: G06N5/04 ,  G06F16/285 ,  G06F16/35 ,  G06F16/40 ,  G06F16/48 ,  G06F16/489 ,  G06F16/951 ,  G06F16/986 ,  G06F17/272 ,  G06F17/277 ,  G06F17/278 ,  G06N7/005 ,  H04L67/02 ,  H04L67/06 ,  H04L67/42

Abstract: Methods, systems and computer program products for using a selected cohort of content consumers to rate a media object is provided by identifying a media object, determining a first value, where the first value is equal to a number of content consumers who belong to a cohort and who have played the media object, determining a second value. The second value is equal to a total number of content consumers who played the media object. A rating is computed using the first value and the second value.

Abstract translation: 通过识别媒体对象，确定第一值来提供用于使用选定的内容消费者队列对媒体对象进行评估的方法，系统和计算机程序产品，其中第一值等于属于队列的内容消费者的数量 以及谁播放了媒体对象，确定了第二个值。 第二个值等于播放媒体对象的内容消费者总数。 使用第一个值和第二个值计算评级。