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1. 发明申请

US20150312603A1 RECOMMENDING MEDIA ITEMS BASED ON TAKE RATE SIGNALS 有权
标题翻译：基于采用速率信号的推荐媒体项目
公开(公告)号：US20150312603A1
公开(公告)日：2015-10-29
申请号：US14259784
申请日：2014-04-23
申请人： Netflix, Inc.
发明人： ANGADH SINGH , CARLOS GOMEZ-URIBE
IPC分类号： H04N21/25 , H04N21/61 , H04N21/258
CPC分类号： H04N21/252 , H04N21/251 , H04N21/25891 , H04N21/26258 , H04N21/2668 , H04N21/4825 , H04N21/4826 , H04N21/6125
摘要： In an approach, a method comprises using a server computer in a media content delivery system that is configured to selectively deliver a particular media title from among a library of titles, for a source title, generating title data that specifies an order of a plurality of titles that are related to the source title based on a plurality of stored probability values; wherein each probability value in the plurality of probability values represents, for each particular title of the plurality of titles, a likelihood of selecting the particular title after playing the source title; using the server computer, receiving title impression data, wherein the title impression data specifies a plurality of browsed titles that were browsed from among the plurality of titles but may have not been selected for interaction; using the server computer, receiving title interaction data, wherein the title interaction data specifies a plurality of selected titles that were selected for interaction from the plurality of browsed titles; based on the title interaction data, the title impression data and a statistical model, re-calculating the plurality of probabilities.
摘要翻译：在一种方法中，一种方法包括在媒体内容传送系统中使用服务器计算机，该服务器计算机被配置为从源标题库中选择性地传递特定媒体标题，生成指定多个基于多个存储的概率值与源标题有关的标题; 其中所述多个概率值中的每个概率值对于所述多个标题的每个特定标题表示在播放所述源标题之后选择所述特定标题的可能性; 使用所述服务器计算机，接收标题印象数据，其中所述标题印象数据指定从所述多个标题中浏览的多个浏览标题，但是可能还没有被选择用于交互; 使用所述服务器计算机，接收标题交互数据，其中所述标题交互数据指定从所述多个浏览的标题中选择用于交互的多个所选择的标题; 基于标题交互数据，标题印象数据和统计模型，重新计算多个概率。

2. 发明申请

US20160241894A1 RECOMMENDING MEDIA ITEMS BASED ON TAKE RATE SIGNALS 有权
公开(公告)号：US20160241894A1
公开(公告)日：2016-08-18
申请号：US15136846
申请日：2016-04-22
申请人： Netflix, Inc.
发明人： ANGADH SINGH , CARLOS GOMEZ-URIBE
IPC分类号： H04N21/25 , H04N21/262 , H04N21/482 , H04N21/258 , H04N21/2668
CPC分类号： H04N21/252 , H04N21/251 , H04N21/25891 , H04N21/26258 , H04N21/2668 , H04N21/4825 , H04N21/4826 , H04N21/6125
摘要： In an approach, a method comprises using a server computer in a media content delivery system that is configured to selectively deliver a particular media title from among a library of titles, for a source title, generating title data that specifies an order of a plurality of titles that are related to the source title based on a plurality of stored probability values; wherein each probability value in the plurality of probability values represents, for each particular title of the plurality of titles, a likelihood of selecting the particular title after playing the source title; using the server computer, receiving title impression data, wherein the title impression data specifies a plurality of browsed titles that were browsed from among the plurality of titles but may have not been selected for interaction; using the server computer, receiving title interaction data, wherein the title interaction data specifies a plurality of selected titles that were selected for interaction from the plurality of browsed titles; based on the title interaction data, the title impression data and a statistical model, re-calculating the plurality of probabilities.

3. 发明申请

US20180048925A1 RECOMMENDING MEDIA ITEMS BASED ON TAKE RATE SIGNALS 审中-公开
公开(公告)号：US20180048925A1
公开(公告)日：2018-02-15
申请号：US15791392
申请日：2017-10-23
申请人： NETFLIX, INC.
发明人： ANGADH SINGH , CARLOS GOMEZ-URIBE
IPC分类号： H04N21/25 , H04N21/2668 , H04N21/262 , H04N21/258 , H04N21/61 , H04N21/482
CPC分类号： H04N21/252 , H04N21/251 , H04N21/25891 , H04N21/26258 , H04N21/2668 , H04N21/4825 , H04N21/4826 , H04N21/6125
摘要： In an approach, a method comprises using a server computer in a media content delivery system that is configured to selectively deliver a particular media title from among a library of titles, for a source title, generating title data that specifies an order of a plurality of titles that are related to the source title based on a plurality of stored probability values; wherein each probability value in the plurality of probability values represents, for each particular title of the plurality of titles, a likelihood of selecting the particular title after playing the source title; using the server computer, receiving title impression data, wherein the title impression data specifies a plurality of browsed titles that were browsed from among the plurality of titles but may have not been selected for interaction; using the server computer, receiving title interaction data, wherein the title interaction data specifies a plurality of selected titles that were selected for interaction from the plurality of browsed titles; based on the title interaction data, the title impression data and a statistical model, re-calculating the plurality of probabilities.

4. 发明申请

US20170039199A1 SELECTING AND ORDERING GROUPS OF TITLES 审中-公开
标题翻译：选择和订购标题组
公开(公告)号：US20170039199A1
公开(公告)日：2017-02-09
申请号：US15299301
申请日：2016-10-20
申请人： NETFLIX, INC.
发明人： CHRISTOPHER ALVINO , CARLOS GOMEZ-URIBE , CHE HAMMOND , JANIS STIPINS, III
IPC分类号： G06F17/30
摘要： Techniques for selecting and ordering groups of titles to present as recommendations. In one embodiment, for example, a method performed by one or more computing devices of an online services comprises selecting, for each of a plurality of row positions, a group of titles to fill the row position based at least in part on a relevance score computed for the group of titles. The relevance score is based at least in part on a personalized ranking for a particular user of titles in the groups in titles selected to fill the row positions. The groups of titles selected to fill to the row positions are presented as recommendations to the particular user as a sequence of rows in which each row in the sequence corresponds to one of the selected groups of titles.
摘要翻译：用于选择和排序标题组的技术作为建议呈现。在一个实施例中，例如，由在线服务的一个或多个计算设备执行的方法包括：针对多个行位置中的每一个选择一组标题以至少部分地基于相关性得分填充行位置为标题组计算。相关性分数至少部分地基于用于填充行位置的标题中的组中的标题的特定用户的个性化排名。被选择以填充到行位置的标题组作为推荐给予特定用户作为一系列行，其中序列中的每一行对应于所选择的标题组之一。

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