CN101464881A - 基于用位置信息标记的播放历史信息、在分布式环境中生成媒体推荐的方法和系统 - Google Patents

基于用位置信息标记的播放历史信息、在分布式环境中生成媒体推荐的方法和系统 Download PDF

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CN101464881A
CN101464881A CNA2008101849852A CN200810184985A CN101464881A CN 101464881 A CN101464881 A CN 101464881A CN A2008101849852 A CNA2008101849852 A CN A2008101849852A CN 200810184985 A CN200810184985 A CN 200810184985A CN 101464881 A CN101464881 A CN 101464881A
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休·斯文森
尤金·M·法雷利
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Abstract

提供了在媒体推荐网络中生成媒体推荐的计算机实现的方法和系统。该方法和系统的方面包括由服务器从设备的多个用户接收媒体项的多个播放历史，其中媒体项的至少一部分标记有指示播放的时间和位置的对应的时间和位置数据；由服务器从请求者接收媒体推荐请求，包括接收指示该请求者的当前位置的种子信息；使用该请求者的用户偏好和种子信息中的至少一个来识别关联的用户，从所述关联的用户在所述多个播放历史中搜索对应的播放历史；将种子信息与对应的播放历史进行比较并且生成包含在其中的相关的媒体项的列表；以及将相关的媒体项的列表返回到请求者。

Description

基于用位置信息标记的播放历史信息、在分布式环境中生成媒体推荐的方法和系统
背景技术
已经知晓用于分享和生成播放列表的系统。例如，加利福尼亚州的Emeryville市的
Figure A200810184985D00061
的Gracenote PlaylistTM提供用于自动生成数字音乐播放列表的播放列表生成技术，该播放列表生成技术可在离线设备中工作，包括便携式MP3播放器以及桌面应用。
Gracenote Playlist PlusTM允许用户通过选择一个或多个歌曲、专辑或艺术家(例如当前播放的歌曲的艺术家)作为种子歌曲，来生成More Like ThisTM的播放列表。Gracenote Playlist接着返回包括来自相关艺术家和风格的音乐的混合体。这通过以下实现：Playlist Plus对在被称为元数据的文件标签中可获得的文本数据以及该音乐的文件名称进行分析以将该音乐链接到内部的音乐信息数据库。Playlist Plus使用Gracenote专有的元数据类型，该元数据类型包括具有多于1600个的个体风格类别和相关联的关系数据的风格系统。该系统使Playlist Plus找出较简单的系统可能错漏的歌曲之间的关系。例如，“流行朋克(Punk Pop)”歌曲可以是更类似于“斯卡复兴(Ska Revival)”歌曲，而不是类似于属于另一个“朋克”子类别例如“硬核朋克(Hardcore Punk)”的歌曲。
Last.fm有限公司是设在英国的因特网电台和音乐社区网站。使用被称为“Audioscrobbler”的音乐推荐系统，Last.fmTM通过记录用户收听的所有歌曲的细节来在流播(streamed)的电台上或者在用户自己的计算机或音乐播放器上建立每个用户的音乐口味的简档。该信息通过安装在用户的音乐播放器中的插件被转送到Last.fm的数据库(“Scrobbled”)。该简档数据被显示在用户的Last.fm简档页面上供他人观看。该站点提供许多社交网络功能并且能够推荐和播放与用户的最爱(favorite)类似的艺术家。用户能够从Last.fm的音乐库中的任何曲目创建定制的电台和播放列表。用户能够在其简档页面中嵌入播放列表供他人收听，但是该播放列表需要具有至少15个可流播的曲目，其中每一个都来自不同的艺术家。
类似地，名为“用于媒体内容的智能和自动偏好检测的方法和设备”美国专利(7,035,871 B2)提供用于通过为用户创建偏好简档来收听在线音乐的系统。当用户注册该服务并且提供反映其偏好和播放历史的细节时，生成偏好简档并且存储在偏好数据库。该系统分析在数据库中存储的简档并且从其检测到的模式学习。该系统向用户推荐带有与用户的播放历史类似的属性的音乐。
名为“交互式音乐播放列表共享系统和方法”专利申请公开文本2006/0143236AI描述了社区媒体播放列表共享系统，其中系统用户实时地上传媒体播放列表，所述媒体播放列表被自动转换成标准化的格式并且与社区中的其他用户共享。播放列表搜索接口模块浏览媒体播放列表的数据库并且基于来自系统用户的一个或多个下述输入返回类似的系统用户的播放列表：媒体识别信息、媒体类别信息、媒体关系信息、用户信息、或匹配在各个播放列表上的多个媒体项。基于播放列表搜索接口模块的结果，该系统向用户返回推荐的播放列表的列表。
虽然用于生成播放列表的传统的系统执行其所期望的目的，传统的系统遭受可以使结果对于用户口味过于宽泛的不利。一个不利就是，虽然传统的系统可以考虑其它用户的播放列表，传统的系统没有对特定组的用户的播放列表进行分析，并且没有考虑同等组影响。例如，特定的青少年收听的音乐可以受一组该青少年的同辈诸如其朋友所收听的音乐的高度影响，另一个不利是，传统的系统没有考虑以下事实：在生成播放列表时，用户的音乐口味可以受其地理位置的影响。
发明内容
示例实施例提供用于在媒体推荐网络中生成媒体推荐的计算机实现的方法和系统。该方法和系统的方面包括由服务器从设备的多个用户接收媒体项的多个播放历史，其中媒体项的至少一部分标记(tag)有指示播放的时间和位置的对应的时间和位置数据；由服务器从请求者接收媒体推荐请求，包括接收指示该请求者的当前位置的种子信息；使用该请求者的用户偏好和种子信息中的至少一个来识别关联的(correlated)用户，从所述关联的用户搜索在所述多个播放历史中的对应的播放历史；将种子信息与对应的播放历史进行比较并且生成包含在其中的相关的(related)媒体项的列表；以及将相关的媒体项的列表返回到请求者。
附图说明
图1图示了根据一个实施例的用于在分布式媒体网络中生成媒体推荐的系统。
图2是根据一个实施例更详细地图示了中央服务器32的示例组件的图。
图3是根据本发明的一个实施例图示了用于生成媒体推荐的过程的流程图。
图4是图示了示例播放历史条目的框图。
图5是图示了与媒体推荐请求一起发送的示例种子信息的框图。
图6是更详细地图示了用于响应于媒体推荐请求生成媒体推荐的系统的操作的流程图。
图7A是示出了用于在表中以图画表示的关联的用户的计算的结果的图。
图7B是示出了用于在表中以图画表示的关联的媒体项的计算的结果的图。
图8是图示了用于相关的媒体项的列表的中间结果表的框图。
图9是图示了媒体推荐的图。
图10是图示了用于在媒体项是歌曲的环境中生成媒体推荐的过程的流程图。
具体实施方式
本发明涉及用于生成媒体推荐的方法和系统。展示下面的描述以使本领域的普通技术人员能够实施和使用本发明，并且在专利申请和其要求的环境中提供下面的描述。对在此描述的实施例以及通用原理和特征的各种修改对本领域的技术人员将是显而易见的。因此，并不意在将本发明限制在所示出的实施例中，而是赋予本发明与在此所描述的原理和特征相一致的最大范围。
主要根据在特定实施方式中提供的特定系统来描述本发明。然而，本领域的普通技术人员将容易认识到，该方法和系统将在其它实施方式中有效运行。例如，在本发明中可使用的系统、设备和网络可以采用多种不同的形式。也将在具有某些框的特定方法的环境中来描述本发明。然而，该方法和系统对于具有与本发明并非不一致的不同的和/或附加的框的其它方法也有效运行。
本发明一般涉及用于响应于对其他用户的播放历史的用户请求生成诸如歌曲的列表的媒体推荐的方法和系统。媒体服务的中央服务器存储和不断地更新多个用户的播放历史。响应于接收来自请求者的媒体推荐请求以及从该请求者提供的种子信息，诸如该请求者的位置，该中央服务器的请求处理器基于用户偏好和种子信息为请求者识别关联的用户。然后将该种子信息与关联的用户的播放历史进行比较。可以基于各种参数将权重赋予关联的用户的播放历史中的媒体项。然后基于加权的分值对媒体项进行排名并接着将其展示给请求者。
图1图示了根据一个实施例用于在分布式媒体网络中生成媒体推荐的系统10。通常，系统10包括多个设备12a、12b和12n(统称为设备12)，所述多个设备能够展示或播放媒体项并且经由诸如但不限于因特网的网络24与诸如但不限于因特网电台服务的媒体服务通信。媒体服务30可以具有连接到网络24的至少一个中央服务器32，以及内容库36。
每个设备12可以包括媒体播放器14、媒体集合16、位置装置18、用户偏好20以及内容请求者22。在一个实施例中，媒体播放器14可以运行来播放来自媒体集合16或内容库36的媒体项。来自媒体集合16的媒体项44a和来自内容库36的媒体项44b在此被统称为媒体项44。
注意到，虽然为了论述的简洁和方便，示例实施例可以从作为例如mp3的歌曲方面来论述媒体项44，但是术语媒体项44同样适用于其它类型的媒体，诸如数字图像、幻灯片、音频书籍、数字书籍以及视频展示等。示例性的视频展示是电影、电视节目、音乐视频等。
在一个实施例中，设备12可以通过网络24形成对等(P2P)网络，如在2006年7月11日提交的题为“P2P Network for Providing Real Time MediaRecommendations(用于提供实时媒体推荐的P2P网络)”的共同未决的申请No.11/484,130所描述的，在此通过引用将其整体并入本文。在一个实施例中，设备12可以通过相互之间的直接通信形成P2P网络，而在另一个实施例中，设备12可以经由媒体服务30形成P2P网络。设备12可以是具有到网络24的连接以及媒体回放功能的任何设备。例如，设备12可以是具有到网络24的有线或无线连接的个人计算机、膝上型计算机、移动电话、便携式媒体播放器、PDA或类似物。
媒体集合16可以包括存储在一个或多个数字存储单元中的任何数量的媒体项44a，所述数字存储单元诸如一个或多个硬盘、闪存、存储卡、内置随机存取存储器(RAM)、外置数字存储设备或类似物。用户偏好20可以包括定义与媒体项和收听习惯有关的偏好的属性，如以下进一步所描述。
位置装置18可以包括能够单个地或与远程设备相结合地确定设备12的位置或地点的软件和/或硬件。在一个实施例中，位置装置18包括硬件设备，诸如全球定位系统(GPS)感测器。在另一个实施例中，位置装置包括组件，诸如在中央服务器32上的软件，该软件能够确定设备12的网际协议(IP)地址以及然后用于从该IP地址确定位置。在另一个实施例中，位置装置包括能够基于小区塔三角法则(celltower triangulation)确定设备12的位置的软件和/或硬件。
当媒体项44从媒体集合16或通过网络24流播而在设备12上播放时，设备12可以生成所播放的媒体项44的一个或多个播放历史38，不管设备12是在线的或离线的。根据示例实施例，可以用指示每个媒体项44被播放的时间和位置的时间和位置数据来标记设备12的播放历史38。一旦设备12与中央服务器连接，可以将播放历史38和用户偏好20两者定期地或按请求提供给中央服务器32。
媒体播放器14或内容请求者22能够被配置为用时间和位置数据来标记播放历史38。并且媒体播放器14或内容请求者22能够被配置为将播放历史38和用户偏好20提供给中央服务器32，虽然不一定是在相同的时间或以相同的频率。可选地，设备12的用户可以通过Web浏览器经由因特网向媒体服务30提供用户偏好20。媒体播放器14和内容请求者22可以被实现为软件、硬件或硬件和软件的结合。内容请求者22可选地可以被整合到媒体播放器14中。
中央服务器32可以托管用户帐户34和请求处理器40。用户帐户34可以对有关媒体服务30的用户的信息以用户数据42的形式进行维护，包括其上传的用户偏好20和播放历史38。媒体服务30的用户优选地对应于设备12的用户。内容库36可以维护关于任何数量的媒体项44的媒体信息。例如，媒体信息可以包括风格、标题、发行日期、乐队名称、风格、来源国家、现场表演的位置以及类似信息。在一个实施例中，媒体服务30可以通过流播(streaming)使媒体项44在网络24上可获得。
在操作中，设备12的内容请求者22从设备12发送媒体推荐请求26到媒体服务30。可以与种子信息一起发送媒体推荐请求26，诸如设备的当前位置。响应于接收媒体推荐请求26，请求处理器40通过以下来计算结果：首先将一组用户帐户34关联起来以在计算中考虑，然后从关联的用户帐户挖掘播放历史38以生成媒体推荐46，所述媒体推荐46包括基本与例如设备的当前位置的种子信息相匹配的一个或多个相关的媒体项44。下面将描述该过程。
图2是根据一个实施例更详细地图示了中央服务器32的示例组件图。服务器为每个用户所维护的用户帐户34可以包括以下各项：用户偏好20、在线状态202、集合信息204、用户播放历史38、朋友列表206、组列表208以及用户简档210。
用户偏好20可以由媒体播放器14和中央服务器32使用以分别地根据媒体项是在设备12上被本地播放还是从媒体服务30被流播来选择为用户播放媒体项的次序。用户偏好20可以包括赋予诸如用户、风格、发行年代以及位置/可用性的多个类别中的每一个的权重或优先级。通常，位置/可用性可以识别歌曲是否：被本地存储在媒体集合16中；经由媒体服务30可用；可供从电子商务服务或其它设备12b、12n中的一个下载，以及可选地购买；或者在如果需要的话用户可以搜索歌曲的情况下，当前是不可用的。用户偏好20可以被本地存储在设备12处和/或中央服务器32处。如果设备12是便携式设备，则用户偏好可以被配置在在诸如个人计算机的相关联的用户系统上，并且在同步过程期间被转送到设备12。用户偏好可以替选地由媒体服务30基于设备12的播放历史自动提供或建议。
在线状态202可被用来存储指示用户当前是否在线以及是否已登录到媒体服务30的值。
集合信息204可以包括用户收集的每一个新媒体项的记录，包括存储在用户从其登录的设备12、任何家用计算机212、台式计算机214或膝上型计算机216的媒体集合16中的那些记录。集合信息204基于该集合信息204所驻留的机器而被分离。即，在机器上作为客户端运行的媒体播放器14向中央服务器32提供与在该机器上找到的媒体项有关的信息并且提供用于该机器的机器标识符。可以单独为这些机器中的每一个收集并存储集合信息204。
如上所述，播放历史38是标记有时间和位置的由用户220播放的每一个媒体项的记录。朋友列表206是用户希望从其接收推荐的用户的列表，以及组列表208是那些朋友的分组的列表，所述组列表可以识别同等组。
用户简档210包括与用户的集合有关的统计量，诸如艺术家分布220、风格分布224以及发行年份分布226。
内容库36可以包括内容描述符230和内容服务器232。内容服务器232托管并提供媒体项44。内容描述符230可以包含识别中央服务器32已知的每一个媒体项44的信息，包括媒体指纹234、全球唯一标识符或GUID 236、用于媒体项44的元数据238以及指示在内容服务器232上的文件位置的URL 240。
请求处理器40可以协同用户匹配组件262、内容匹配组件264以及响应格式器组件266，其如下所述起作用来生成并向设备12提供媒体推荐。
图3是根据本发明的一个实施例图示了用于生成媒体推荐的过程的流程图。该过程从中央服务器32从设备12的用户接收媒体项的多个播放历史38开始，其中播放历史38中列出的媒体项标记有指示播放的时间和位置的对应的时间和位置数据(框300)。
图4是图示了播放历史条目的框图。示例播放历史条目400分别包括用于识别媒体项的GUID 402、以及指示播放的位置和时间的播放位置404和时间戳406。播放位置404和时间戳406可以是任何格式。例如，播放位置404可以包括GPS坐标(纬度和经度)、地址、邮政编码、城市、社区等等。时间戳406可以包括例如以格林威治标准时间(GMT)表示的日历日期和日内时间。
再次参见图3，中央服务器32从请求者接收媒体推荐请求26，包括接收指示请求者的当前位置的种子信息(框302)。
在一个实施例中，媒体推荐请求26可以包括种子信息。在另一个实施例中，可以将种子信息作为除媒体推荐请求26之外的附加信息发送给中央服务器32。
响应于接收媒体推荐请求26，诸如请求处理器40的媒体服务30的组件使用请求者的用户偏好20和/或种子信息来识别关联的用户，从所述关联的用户在多个播放历史38中搜索对应的播放历史(框304)。在另一个实施例中，可以首先使用种子信息来搜索播放历史38，接着匹配用户偏好。
然后将种子信息与对应的播放历史相比较，并且生成包含在其中的相关的媒体项的列表(框306)。然后将相关的媒体项的列表作为媒体推荐46返回给请求者(框308)。一旦被设备12接收，则媒体播放器14可以自动播放在媒体推荐46中列出的媒体项。
在又一个实施例中，种子信息500包括除请求者的当前位置外的时间数据，使得播放历史38中的媒体项可以至少部分基于来自种子信息的请求者的当前位置和时间数据来关联。设备12的任何内部或外部时间设备可以适于将时间数据包括在种子信息500中。
图5是图示了与媒体推荐请求26一起发送的示例种子信息的框图。根据示例实施例，请求处理器40在为请求者计算相关的媒体项期间执行两个步骤的过程，并且在两个步骤期间使用与媒体推荐请求26一起发送的种子信息500来：1)过滤并关联用户，因此过滤并关联播放历史38；以及2)过滤关联的用户的播放历史。
在一个实施例中，种子信息500可以包括当前位置502、时间数据504、朋友ID 506、一个或多个种子媒体项508、终止条件510、用户选择提示512以及内容选择提示514的任何组合。
当前位置502指示请求设备的当前位置。时间数据504是可被用来在媒体推荐生成期间过滤播放历史38以关联媒体项的另一个值。时间数据可以指示设备12发送媒体推荐请求26的时间。时间数据504也可以表示不同的值。例如，时间数据可被用来指示时间界值(time cut-off value)，使得具有指示媒体项在该界值后被播放的时间戳406的媒体项(即，是较新的)被选择。可以关于播放位置404和时间戳406将当前位置502和时间数据504格式化，如上所述。
朋友ID 506可以是请求者指定的可被用来过滤播放历史38以缩小搜索的播放历史38的范围的朋友的用户ID的列表。种子媒体项508可以是种子歌曲(优选地，仅是来自歌曲的元数据)，例如在媒体推荐生成期间被用来找到类似的媒体项的种子歌曲。终止条件510可以指定在媒体推荐46中返回的媒体项的数量以及可选的超时条件(time out condition)。
用户选择提示512和内容选择提示514包括用户可改变的值，其被表示为可被用来控制对推荐哪些媒体项的计算的方法。用于当前位置502、时间数据504以及朋友ID 506的值可被用作在用户选择提示512和内容选择提示514的一些方法中使用的值的输入。
用户选择提示512是用于在对为请求者选择相关媒体项的计算的第一步骤期间用于考虑的关联或过滤用户帐户34(因此用户)的方法。用户选择提示512确保仅对具有与请求者密切关联的用户偏好20的用户帐户34的播放历史38搜索媒体推荐。
在一个实施例中，用户选择提示512可以包括接近性权重516、简档权重518、社交距离权重520、状态权重522以及关键词权重524。接近性权重516仅搜索在请求者附近的设备12的用户的播放历史38。该接近性可以通过确定用户的设备12的最后已知的当前位置502是否在请求者的设备12的当前位置502的阈值距离内来计算。
简档权重518基于简档匹配方案搜索具有比请求者的用户偏好之间的最小距离更小的用户偏好的用户的播放历史38。社交距离权重520仅搜索社交网络内的请求者的N个步段(step)内的用户的播放历史38。状态权重522仅搜索具有“在线”的当前状态的那些用户的播放历史38。关键词权重524搜索具有与请求者提供的关键词相匹配的关键词的用户的播放历史38。
内容选择提示514是在对为请求者选择相关媒体项以确定将考虑哪些媒体项的的计算的第二步骤期间过滤关联的用户的播放历史38的方法。内容选择提示514可以包括接近性权重526、时间权重528、表演(performance)权重530、创建者权重532、元数据权重534、寿命权重536、关键词权重538、特征率(feature rate)540以及使用率542。接近性权重526选择具有在请求者的当前位置502附近的播放位置404的媒体项。可以基于阈值距离来计算接近性并且可以基于特定的应用来配置接近性。
时间权重528选择具有由时间戳406所指示的访问时间的媒体项，所述访问时间与在种子信息500中指定的时间数据504的时间阈值内的时间匹配。表演权重530选择具有在请求者的当前位置502附近的现场表演位置的媒体项。
创建者权重532选择具有创建了位于媒体推荐请求的当前位置附近的媒体项的组的媒体项。元数据权重534选择具有与请求者提供的诸如风格、年代等等的标准相匹配的元数据的媒体项。寿命权重536选择具有与请求者提供的标准相匹配的自媒体项被最后访问后的时间流逝的媒体项。关键词权重538选择具有与请求者提供的关键词标准相匹配的关键词的媒体项。特征权重540选择具有从媒体项提取的并且作为元数据存储的指定的特征的媒体项。使用权重542包含关于媒体项已被播放的频度以及可被用作使用直方图的信息。
图6是更详细地图示了用于生成媒体推荐46的系统10的操作的流程图。在该实施例中，过程从设备12a和12b向中央服务器32注册开始(块600和602)。注册可以包括设备12a和12b的用户建立帐户以及成为媒体服务30的成员以及上载识别其各自的设备12a和12b的信息。
设备12a然后可以将其播放历史400发送到中央服务器32(块604)，并且设备12b可以将其播放历史400发送到中央服务器32(块606)。如上所述，中央服务器32存储与设备12a和12b的用户的用户帐户34相关联的播放历史38。设备12a也可以将其用户偏好20发送到中央服务器32(块608)。
之后某一时间，设备12a可以向中央服务器32发送媒体推荐请求26和种子信息500(块610)，后者然后被传递到请求处理器40。请求处理器40的用户匹配组件262首先从中央服务器32请求用户帐户34(块612)。响应于接收用户帐户34，用户匹配组件262基于用户偏好20和用户选择提示512过滤用户帐户34。即，使用评估函数来对从设备12a发送的用户偏好20和用户选择提示512与其它用户的用户帐户34信息进行比较并且计算用户间的关联。对关联的用户的计算的结果在图7A中示出的表中以图画表示。用户匹配组件262对表中的项进行排名，并且向中央服务器32返回具有最高关联度并且在关联的用户的列表中的项(块616)。
接着，请求处理器40的内容匹配组件264请求关联的用户的播放历史38(块618)。响应于接收关联的用户的播放历史38，内容匹配组件264基于来自种子信息500中的内容选择提示514过滤播放历史38中列出的媒体项(块620)。即，内容匹配组件264使用评估函数来对内容选择提示514与和播放历史38中列出的媒体项44有关的信息进行比较以计算相关的或匹配的媒体项之间的关联度。对关联的媒体项的计算的结果在图7B中示出的表中以图画表示。内容匹配组件264对表中的项进行排名，并且向中央服务器32返回具有最高关联度的项以及返回相关的媒体项的列表(块622)。
中央服务器32然后将相关媒体项的列表作为媒体推荐46返回给请求设备12(块624)。
在一个实施例中，将关联的用户的列表(块616)和相关的媒体项的列表(块622)处理成中间结果表，然后由请求处理器40的响应格式器266格式化为媒体推荐46。
图8是图示了用于相关的媒体项的列表的中间结果表的框图；以及图9是图示了媒体推荐46的图。
参见图8，中间结果表800中的条目可以包括识别媒体项的媒体ID 802、推荐了该媒体项的用户的用户ID 804、用户权重806、媒体项权重808以及分值810。用户权重806表示关联度值，所述关联度值表示请求者和对应用户之间的关联程度，如表7A中所计算。这些关联度值也受512中提供的用户加权提示所影响。在明确地提供了可选的朋友ID 506的情况下，朋友ID 506中所指定的一组用户是在7A的计算中考虑的仅有的用户。媒体项权重808表示关联度值，所述关联度值表示可选的种子媒体项508与对应的媒体项之间的关联程度，如表7B中所计算。当请求者并未提供种子媒体项508时，可以从内容选择提示514构造理论上的种子媒体项简档，并且表7B中的关联度值与该理论种子相关。分值810表示用户权重808和媒体项权重808的函数。
一旦完成了中间结果表800，则中央服务器32根据分值810对条目进行排序，并且使用媒体项ID 802移除任何重复条目。
如图9中所示，得分最高的前N个的媒体项然后被格式化为媒体推荐46并且被返回到请求设备12。在一个实施例中，媒体推荐46包括媒体ID 802和分值810。媒体推荐可以可选地包括原始种子信息500的至少一部分，诸如当前位置502和终止条件510。
在一个实施例中，媒体ID 802包括：识别媒体项的信息，诸如用于歌曲的全球唯一标识符(GUID)、歌曲的标题等等；使其它设备能够获得该歌曲的统一资源定位符(URL)，诸如使得能够从媒体服务30下载或流播歌曲的URL或者使得能够从电子商务服务购买并下载歌曲的URL；使得能够从媒体服务30或类似的电子商务服务下载或流播歌曲的预览的URL；描述歌曲的元数据，诸如包括例如风格、歌曲的标题、歌曲的艺术家、在其上可以找到该歌曲的专辑、发行歌曲或专辑的日期、歌词等等的ID3标签。替选地，媒体推荐46也可以包括推荐了相关的媒体项的用户的用户ID 804。
图10是图示了用于在媒体项是歌曲的环境中生成媒体推荐46的过程的流程图。过程从中央服务器32从请求用户接收种子信息500和用户偏好20开始(框1000)。然后基于用户偏好20对用户帐户34进行关联(框1002)。然后选择前M个相关度最高的用户(框1004)。这对应于来自图6的块614。
接着，基于用户偏好20选择来自所述M个关联的用户中的每一个的N首歌曲(框1006)。在一个实施例中，N可以表示来自所述M个关联的用户中的每一个的播放历史38的N个最常播放的歌曲。基于种子信息500将权重赋予所选择的歌曲(框1008)。种子信息域502、504、506和510都可以是可选的，但是必须指定至少一个。此后，基于所赋予的权重对加权的歌曲进行排名(框1010)。框1006至框1010对应于来自图6的块620。
中央服务器32然后将L个最高排名的歌曲ID作为媒体推荐46返回给请求用户(框1012)。
公开了用于生成媒体推荐的方法和系统。根据所示出的实施例描述了本发明，并且本领域的普通技术人员将容易认识到，可以存在对实施例的变更，所述变更在本发明的精神和范围内。例如，本发明可以使用硬件、软件、包含程序指令的计算机可读介质或者其组合来实现。根据本发明编写的软件被存储在诸如存储器或CD-ROM的某些形式的计算机可读介质中，或者被通过网络传送，以及由处理器执行。因此，计算机可读介质意在包括可以例如通过网络传送的计算机可读信号。因此，在不背离权利要求的精神和范围的情况下本领域的普通技术人员可以进行许多修改。

Claims (36)

1.一种用于生成媒体推荐的计算机实现的方法，包括：
由服务器从设备的多个用户接收媒体项的多个播放历史，其中所述媒体项的至少一部分标记有指示播放的时间和位置的对应的时间和位置数据；
由所述服务器从请求者接收媒体推荐请求，包括接收指示所述请求者的当前位置的种子信息；
使用所述请求者的用户偏好和所述种子信息中的至少一个来识别关联的用户，从所述关联的用户在所述多个播放历史中搜索对应的播放历史；
将所述种子信息与所述对应的播放历史进行比较并且生成包含在其中的相关的媒体项的列表；以及
将相关的媒体项的所述列表返回到所述请求者。
2.如权利要求1所述的计算机实现的方法，其中接收所述种子信息进一步包括接收时间数据，并且使用所述时间数据来关联所述对应的播放历史中的所述媒体项。
3.如权利要求2所述的计算机实现的方法，进一步包括基于来自所述种子信息的所述请求者的所述当前位置和所述时间数据，关联所述对应的播放历史中的所述媒体项。
4.如权利要求3所述的计算机实现的方法，其中所述时间数据表示以下中的一个：发送了所述媒体推荐请求的时间；以及时间界值，其中所述时间界值被用来选择媒体项，所述媒体项具有指示该媒体项在所述时间界值后被播放的对应的时间和位置数据。
5.如权利要求1所述的计算机实现的方法，其中接收所述种子信息进一步包括接收用来过滤所述多个播放历史的、由所述请求者指定的朋友的用户ID的列表。
6.如权利要求1所述的计算机实现的方法，其中接收所述种子信息进一步包括接收用来在所述媒体推荐的生成期间找到类似的媒体项的种子媒体项。
7.如权利要求1所述的计算机实现的方法，其中接收所述种子信息进一步包括接收指定在所述媒体推荐中返回的媒体项的数量的终止条件。
8.如权利要求1所述的计算机实现的方法，其中接收所述种子信息进一步包括接收用于关联所述多个用户的用户选择方法。
9.如权利要求8所述的计算机实现的方法，其中所述用户选择方法包括接近性权重，所述接近性权重仅搜索所述请求者附近的所述用户的所述播放历史。
10.如权利要求8所述的计算机实现的方法，其中所述用户选择方法包括简档权重，所述简档权重基于简档匹配方案仅搜索具有比所述请求者的用户偏好之间的最小距离更小的用户偏好的所述用户的所述播放历史。
11.如权利要求8所述的计算机实现的方法，其中所述用户选择方法包括社交距离权重，所述社交距离权重仅搜索社交网络内的所述请求者的N个步段内的所述用户的所述播放历史。
12.如权利要求8所述的计算机实现的方法，其中所述用户选择方法包括状态权重，所述状态权重仅搜索具有“在线”的当前状态的那些用户的所述播放历史。
13.如权利要求1所述的计算机实现的方法，其中接收所述种子信息进一步包括接收用于过滤所述播放历史的内容选择方法。
14.如权利要求13所述的计算机实现的方法，其中所述内容选择方法包括接近性权重，所述接近性权重选择具有在所述请求者的所述当前位置附近的播放位置的所述媒体项。
15.如权利要求13所述的计算机实现的方法，其中所述内容选择方法包括时间权重，所述时间权重选择具有访问时间的所述媒体项，所述访问时间与在所述种子信息中指定的时间数据的时间阈值内的时间匹配。
16.如权利要求13所述的计算机实现的方法，其中所述内容选择方法包括表演权重，所述表演权重选择具有在所述请求者的所述当前位置附近的现场表演位置的所述媒体项。
17.如权利要求13所述的计算机实现的方法，其中所述内容选择方法包括创建者权重，所述创建者权重选择具有创建了位于所述媒体推荐请求的所述当前位置附近的所述媒体项的组的所述媒体项。
18.如权利要求13所述的计算机实现的方法，其中所述内容选择方法包括寿命权重，所述寿命权重选择具有与所述请求者提供的标准相匹配的、自所述媒体项被最后访问后流逝的时间的所述媒体项。
19.一种系统，包括：
多个设备；以及
与所述多个设备通信的媒体服务，所述媒体服务包括服务器以及内容库；其中所述服务器能用于：
从所述多个设备的用户接收媒体项的多个播放历史，其中所述媒体项的至少一部分标记有指示播放的时间和位置的对应的时间和位置数据；
从请求者接收媒体推荐请求，包括接收指示所述请求者的当前位置的种子信息；
使用所述请求者的用户偏好和所述种子信息中的至少一个来识别关联的用户，从所述关联的用户在所述多个播放历史中搜索对应的播放历史；
将所述种子信息与所述对应的播放历史进行比较并且生成包含在其中的相关的媒体项的列表；以及
将相关的媒体项的所述列表返回到所述请求者。
20.如权利要求19所述的系统，其中所述种子信息进一步包括用来关联所述对应的播放历史中的所述媒体项的时间数据。
21.如权利要求20所述的系统，其中基于来自所述种子信息的所述请求者的所述当前位置和所述时间数据来关联所述对应的播放历史中的所述媒体项。
22.如权利要求21所述的系统，其中所述时间数据表示以下中的一个：发送了所述媒体推荐请求的时间；以及时间界值，其中所述时间界值被用来选择媒体项，所述媒体项具有指示该媒体项在所述时间界值后被播放的对应的时间和位置数据。
23.如权利要求19所述的系统，其中所述种子信息进一步包括用来过滤所述多个播放历史的、由所述请求者指定的朋友的用户ID的列表。
24.如权利要求19所述的系统，其中所述种子信息进一步包括用来在所述媒体推荐的生成期间找到类似的媒体项的种子媒体项。
25.如权利要求19所述的系统，其中所述种子信息进一步包括指定在所述媒体推荐中返回的媒体项的数量的终止条件。
26.如权利要求19所述的系统，其中所述种子信息进一步包括用于关联所述多个用户的用户选择方法。
27.如权利要求26所述的系统，其中所述用户选择方法包括接近性权重，所述接近性权重仅搜索所述请求者附近的所述用户的所述播放历史。
28.如权利要求26所述的系统，其中所述用户选择方法包括简档权重，所述简档权重基于简档匹配方案仅搜索具有比所述请求者的用户偏好之间的最小距离更小的用户偏好的所述用户的所述播放历史。
29.如权利要求26所述的系统，其中所述用户选择方法包括社交距离权重，所述社交距离权重仅搜索社交网络内的所述请求者的N个步段内的所述用户的所述播放历史。
30.如权利要求26所述的系统，其中所述用户选择方法包括状态权重，所述状态权重仅搜索具有“在线”的当前状态的那些用户的所述播放历史。
31.如权利要求19所述的系统，其中接收所述种子信息进一步包括接收用于过滤所述播放历史的内容选择方法。
32.如权利要求31所述的系统，其中所述内容选择方法包括接近性权重，所述接近性权重选择具有在所述请求者的所述当前位置附近的播放位置的所述媒体项。
33.如权利要求31所述的系统，其中所述内容选择方法包括时间权重，所述时间权重选择具有与在所述种子信息中指定的时间数据的时间阈值内的时间匹配的访问时间的所述媒体项。
34.如权利要求31所述的系统，其中所述内容选择方法包括表演权重，所述表演权重选择具有在所述请求者的所述当前位置附近的现场表演位置的所述媒体项。
35.如权利要求31所述的系统，其中所述内容选择方法包括创建者权重，所述创建者权重选择具有创建了位于所述媒体推荐请求的所述当前位置附近的所述媒体项的组的所述媒体项。
36.如权利要求31所述的系统，其中所述内容选择方法包括寿命权重，所述寿命权重选择具有与所述请求者提供的标准相匹配的、自所述媒体项被最后访问后的时间流逝的所述媒体项。
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Cited By (37)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101964787A (zh) * 2010-09-17 2011-02-02 深圳市同洲电子股份有限公司 实现多终端断点续播节目的方法和装置及系统
CN102467723A (zh) * 2010-11-09 2012-05-23 索尼公司 用于在查看型社交网络中向用户提供推荐的系统和方法
CN102668511A (zh) * 2009-12-15 2012-09-12 苹果公司 基于内容和位置的自组织联网
CN102722532A (zh) * 2012-05-18 2012-10-10 山东大学 一种基于内容和用户历史的音乐推荐算法
CN102890713A (zh) * 2012-09-20 2013-01-23 浙江大学 一种基于用户当前地理位置和物理环境的音乐推荐方法
CN103002020A (zh) * 2012-11-15 2013-03-27 广州酷狗计算机科技有限公司 音乐共享方法及其系统
CN103686447A (zh) * 2013-12-20 2014-03-26 广东威创视讯科技股份有限公司 视频传输方法和系统
CN104239450A (zh) * 2014-09-01 2014-12-24 百度在线网络技术（北京）有限公司 搜索推荐方法和装置
CN104520887A (zh) * 2012-06-29 2015-04-15 芬克数字电视指导有限责任公司 用于自动生成推荐的装置及方法
WO2015117556A1 (en) * 2014-02-07 2015-08-13 Music Technology Limited Digital media content and associated user pool apparatus and method
CN104954818A (zh) * 2014-03-27 2015-09-30 中国电信股份有限公司 调整播放列表中媒体项顺序的方法与装置
CN105072465A (zh) * 2015-08-27 2015-11-18 北京搜狗科技发展有限公司 一种视频播放控制方法及电子设备
CN105190597A (zh) * 2012-12-13 2015-12-23 微软技术许可有限责任公司 基于社交的信息推荐系统
CN105654975A (zh) * 2015-12-28 2016-06-08 惠州Tcl移动通信有限公司 移动终端的音乐播放方法以及移动终端
WO2016095575A1 (zh) * 2014-12-17 2016-06-23 中兴通讯股份有限公司 多媒体数据的处理方法及装置
CN105960640A (zh) * 2014-02-04 2016-09-21 谷歌公司 自适应音乐和视频推荐
CN106874463A (zh) * 2017-02-13 2017-06-20 宁波诺丁汉大学 一种信息推送方法
CN106951515A (zh) * 2017-03-17 2017-07-14 上海衡修信息科技有限公司 一种基于社交软件的联系人匹配方法及装置
CN107256215A (zh) * 2010-10-28 2017-10-17 谷歌公司 使用媒体文件加载移动计算设备
CN107463644A (zh) * 2017-07-20 2017-12-12 维沃移动通信有限公司 一种音乐推荐方法及移动终端
CN107644367A (zh) * 2009-04-29 2018-01-30 亚马逊科技公司 根据多个用户的地址信息之间的相似性产生推荐
CN107864400A (zh) * 2016-09-22 2018-03-30 青岛海尔多媒体有限公司 一种播放方法及装置
CN107885745A (zh) * 2016-09-29 2018-04-06 亿览在线网络技术（北京）有限公司 一种歌曲推荐方法及装置
CN107943877A (zh) * 2017-11-14 2018-04-20 百度在线网络技术（北京）有限公司 待播放多媒体内容的生成方法和装置
CN108781300A (zh) * 2016-06-21 2018-11-09 谷歌有限责任公司 用于基于网络状况推荐内容的方法、系统以及介质
CN110089124A (zh) * 2016-12-19 2019-08-02 伯斯有限公司 智能预设
CN110619054A (zh) * 2019-09-05 2019-12-27 北京酷我科技有限公司 一种多媒体相关的第三方信息可视化呈现的方法及系统
CN111147531A (zh) * 2018-11-02 2020-05-12 沈阳美行科技有限公司 一种音乐共享方法及装置
CN111488484A (zh) * 2020-04-16 2020-08-04 北京雷石天地电子技术有限公司 基于类指数分布和tf-idf特征的歌曲推荐方法、介质和装置
CN111954017A (zh) * 2020-08-14 2020-11-17 北京达佳互联信息技术有限公司 直播间搜索方法、装置、服务器及存储介质
CN112230871A (zh) * 2020-09-25 2021-01-15 北京博睿维讯科技有限公司 一种多机多源共屏信息溯源方法、系统、智能终端以及存储介质
CN112230872A (zh) * 2020-09-25 2021-01-15 北京博睿维讯科技有限公司 一种多机多源共屏信息云端存储管理方法、系统、智能终端以及存储介质
CN112579825A (zh) * 2014-06-20 2021-03-30 谷歌有限责任公司 显示与设备上播放的内容有关的信息
CN112930544A (zh) * 2018-10-24 2021-06-08 克莱米特公司 利用遗传学和特征工程来提高按田地的种子产品选择和推荐的放置可预测性
US11350173B2 (en) 2015-11-19 2022-05-31 Google Llc Reminders of media content referenced in other media content
US11354368B2 (en) 2014-06-20 2022-06-07 Google Llc Displaying information related to spoken dialogue in content playing on a device
US11425469B2 (en) 2014-06-20 2022-08-23 Google Llc Methods and devices for clarifying audible video content

Families Citing this family (131)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020002039A1 (en) 1998-06-12 2002-01-03 Safi Qureshey Network-enabled audio device
US8427303B1 (en) 2002-06-27 2013-04-23 Geomass Limited Liability Company System and method for providing media content having attributes matching a user's stated preference
WO2004003705A2 (en) 2002-06-27 2004-01-08 Small World Productions, Inc. System and method for locating and notifying a user of a person, place or thing having attributes matching the user's stated prefernces
US8059646B2 (en) 2006-07-11 2011-11-15 Napo Enterprises, Llc System and method for identifying music content in a P2P real time recommendation network
US8112720B2 (en) 2007-04-05 2012-02-07 Napo Enterprises, Llc System and method for automatically and graphically associating programmatically-generated media item recommendations related to a user's socially recommended media items
US8027954B2 (en) * 2007-05-31 2011-09-27 Red Hat, Inc. Portable media player recommendation system
US20090177301A1 (en) * 2007-12-03 2009-07-09 Codentity, Llc Scalable system and method for an integrated digital media catalog, management and reproduction system
US8117193B2 (en) 2007-12-21 2012-02-14 Lemi Technology, Llc Tunersphere
US8316015B2 (en) * 2007-12-21 2012-11-20 Lemi Technology, Llc Tunersphere
US8060525B2 (en) 2007-12-21 2011-11-15 Napo Enterprises, Llc Method and system for generating media recommendations in a distributed environment based on tagging play history information with location information
US8688674B2 (en) * 2008-02-14 2014-04-01 Beats Music, Llc Fast search in a music sharing environment
US8015144B2 (en) 2008-02-26 2011-09-06 Microsoft Corporation Learning transportation modes from raw GPS data
US8972177B2 (en) * 2008-02-26 2015-03-03 Microsoft Technology Licensing, Llc System for logging life experiences using geographic cues
US8966121B2 (en) 2008-03-03 2015-02-24 Microsoft Corporation Client-side management of domain name information
JP2009217551A (ja) * 2008-03-11 2009-09-24 Funai Electric Co Ltd メディアプレーヤとその再生方法
US8626575B1 (en) 2008-03-20 2014-01-07 Google Inc. Targeted advertising using temporal analysis of user specific data
US20090327035A1 (en) * 2008-06-28 2009-12-31 Microsoft Corporation Media content service for renting jukeboxes and playlists adapted for personal media players
US8407751B2 (en) * 2008-06-30 2013-03-26 At&T Intellectual Property I, L.P. Methods, devices, and computer program products for providing instant messaging in conjunction with an audiovisual, video, or audio program
CA2730413A1 (en) * 2008-07-11 2010-01-14 Bby Solutions, Inc. Ratings switch for portable media players
US8655953B2 (en) * 2008-07-18 2014-02-18 Porto Technology, Llc System and method for playback positioning of distributed media co-viewers
CN101324948B (zh) 2008-07-24 2015-11-25 阿里巴巴集团控股有限公司 一种信息推荐的方法及装置
US8914384B2 (en) * 2008-09-08 2014-12-16 Apple Inc. System and method for playlist generation based on similarity data
US20100106610A1 (en) * 2008-10-23 2010-04-29 Nokia Corporation Method and apparatus for transferring media
US20100205628A1 (en) 2009-02-12 2010-08-12 Davis Bruce L Media processing methods and arrangements
US20100138742A1 (en) * 2008-12-02 2010-06-03 Nokia Corporation Method and Apparatus for Displaying Information Related to User Actions
US20100138433A1 (en) * 2008-12-02 2010-06-03 Nokia Corporation Method and Apparatus for Generating an Information List Associated with a User
US8494899B2 (en) 2008-12-02 2013-07-23 Lemi Technology, Llc Dynamic talk radio program scheduling
US20100153292A1 (en) * 2008-12-11 2010-06-17 Microsoft Corporation Making Friend and Location Recommendations Based on Location Similarities
US9063226B2 (en) 2009-01-14 2015-06-23 Microsoft Technology Licensing, Llc Detecting spatial outliers in a location entity dataset
US8200602B2 (en) 2009-02-02 2012-06-12 Napo Enterprises, Llc System and method for creating thematic listening experiences in a networked peer media recommendation environment
US9390402B1 (en) 2009-06-30 2016-07-12 Amazon Technologies, Inc. Collection of progress data
US9153141B1 (en) 2009-06-30 2015-10-06 Amazon Technologies, Inc. Recommendations based on progress data
US8510247B1 (en) 2009-06-30 2013-08-13 Amazon Technologies, Inc. Recommendation of media content items based on geolocation and venue
US9009177B2 (en) 2009-09-25 2015-04-14 Microsoft Corporation Recommending points of interests in a region
US20110087965A1 (en) * 2009-10-14 2011-04-14 Sony Ericsson Mobile Communications Ab Method for setting up a list of audio files for a mobile device
KR20110041342A (ko) * 2009-10-15 2011-04-21 삼성전자주식회사 콘텐츠 추천 장치 및 방법
US9445158B2 (en) * 2009-11-06 2016-09-13 Eloy Technology, Llc Distributed aggregated content guide for collaborative playback session
US20110145258A1 (en) * 2009-12-11 2011-06-16 Nokia Corporation Method and apparatus for tagging media items
US8495081B2 (en) * 2009-12-14 2013-07-23 International Business Machines Corporation Method, system and computer program product for federating tags across multiple systems
TWI522943B (zh) * 2009-12-15 2016-02-21 古維拉知識產權股份有限公司 用以產生一群匹配內容之系統和方法
US8612134B2 (en) * 2010-02-23 2013-12-17 Microsoft Corporation Mining correlation between locations using location history
US9261376B2 (en) 2010-02-24 2016-02-16 Microsoft Technology Licensing, Llc Route computation based on route-oriented vehicle trajectories
US10288433B2 (en) * 2010-02-25 2019-05-14 Microsoft Technology Licensing, Llc Map-matching for low-sampling-rate GPS trajectories
US8719198B2 (en) 2010-05-04 2014-05-06 Microsoft Corporation Collaborative location and activity recommendations
US8239412B2 (en) * 2010-05-05 2012-08-07 Rovi Technologies Corporation Recommending a media item by using audio content from a seed media item
US9569549B1 (en) 2010-05-25 2017-02-14 Amazon Technologies, Inc. Location based recommendation and tagging of media content items
US9593957B2 (en) 2010-06-04 2017-03-14 Microsoft Technology Licensing, Llc Searching similar trajectories by locations
WO2012012778A1 (en) * 2010-07-22 2012-01-26 Myspace, Inc. Metadata ingestion to stream customization
CN102385892B (zh) * 2010-09-02 2016-02-24 索尼爱立信移动通讯有限公司 一种媒体播放装置及媒体处理方法
US9836539B2 (en) * 2010-09-30 2017-12-05 Yahoo Holdings, Inc. Content quality filtering without use of content
US20120210250A1 (en) * 2010-10-12 2012-08-16 Waldeck Technology, Llc Obtaining and displaying relevant status updates for presentation during playback of a media content stream based on crowds
US8335774B2 (en) 2010-10-28 2012-12-18 Google Inc. Replacing a master media file
US20120151079A1 (en) * 2010-12-13 2012-06-14 Jan Besehanic Methods and apparatus to measure media exposure
JP5749486B2 (ja) * 2010-12-17 2015-07-15 任天堂株式会社 プログラム、情報処理装置、情報処理システムおよび情報処理方法
US9317834B2 (en) * 2011-06-30 2016-04-19 Microsoft Technology Licensing, Llc User computing device with personal agent program for recommending meeting a friend at a service location based on current location, travel direction, and calendar activity
WO2013019259A1 (en) 2011-08-01 2013-02-07 Thomson Licensing Telepresence communications system and method
US9195679B1 (en) * 2011-08-11 2015-11-24 Ikorongo Technology, LLC Method and system for the contextual display of image tags in a social network
US8510285B1 (en) 2011-08-18 2013-08-13 Google Inc. Using pre-search triggers
US20130053012A1 (en) * 2011-08-23 2013-02-28 Chinmay S. Dhodapkar Methods and systems for determining a location based preference metric for a requested parameter
US8577988B2 (en) * 2011-08-24 2013-11-05 Lg Electronics Inc. Content device and control method thereof
US8954448B1 (en) 2011-08-31 2015-02-10 Amazon Technologies, Inc. Presenting content related to current media consumption
WO2013077983A1 (en) * 2011-11-01 2013-05-30 Lemi Technology, Llc Adaptive media recommendation systems, methods, and computer readable media
KR101925057B1 (ko) * 2011-12-12 2019-02-28 삼성전자주식회사 컨텍스트 정보를 이용한 콘텐트 공유 시스템 및 방법
US9754226B2 (en) 2011-12-13 2017-09-05 Microsoft Technology Licensing, Llc Urban computing of route-oriented vehicles
WO2013090621A2 (en) * 2011-12-16 2013-06-20 Geomass Limited Liability Company System and method for providing media content having attributes matching a user's stated preference.
US20130166188A1 (en) 2011-12-21 2013-06-27 Microsoft Corporation Determine Spatiotemporal Causal Interactions In Data
US9665339B2 (en) 2011-12-28 2017-05-30 Sonos, Inc. Methods and systems to select an audio track
EP2823642B1 (en) 2012-03-09 2024-04-24 InterDigital Madison Patent Holdings, SAS Distributed control of synchronized content
US9524487B1 (en) * 2012-03-15 2016-12-20 Google Inc. System and methods for detecting temporal music trends from online services
US20130263016A1 (en) * 2012-03-27 2013-10-03 Nokia Corporation Method and apparatus for location tagged user interface for media sharing
US9721612B2 (en) 2012-03-29 2017-08-01 Nokia Technologies Oy Method and apparatus for providing content lists using connecting user interface elements
US9659093B1 (en) * 2012-04-02 2017-05-23 Google Inc. Adaptive recommendations of user-generated mediasets
US9372589B2 (en) 2012-04-18 2016-06-21 Facebook, Inc. Structured information about nodes on a social networking system
CN104718762A (zh) * 2012-04-30 2015-06-17 汤姆逊许可公司 在社交、分布式内容观看系统中广告的方法和装置
US9628573B1 (en) 2012-05-01 2017-04-18 Amazon Technologies, Inc. Location-based interaction with digital works
US20130325853A1 (en) * 2012-05-29 2013-12-05 Jeffery David Frazier Digital media players comprising a music-speech discrimination function
US20130332462A1 (en) * 2012-06-12 2013-12-12 David Paul Billmaier Generating content recommendations
US9204174B2 (en) * 2012-06-25 2015-12-01 Sonos, Inc. Collecting and providing local playback system information
US9268458B1 (en) * 2012-08-08 2016-02-23 Amazon Technologies, Inc. Generating media trials based upon media consumption
US10419556B2 (en) * 2012-08-11 2019-09-17 Federico Fraccaroli Method, system and apparatus for interacting with a digital work that is performed in a predetermined location
US9473582B1 (en) * 2012-08-11 2016-10-18 Federico Fraccaroli Method, system, and apparatus for providing a mediated sensory experience to users positioned in a shared location
US11184448B2 (en) 2012-08-11 2021-11-23 Federico Fraccaroli Method, system and apparatus for interacting with a digital work
US9355174B2 (en) * 2012-09-07 2016-05-31 Iheartmedia Management Services, Inc. Multi-input playlist selection
US20140108320A1 (en) * 2012-10-16 2014-04-17 Jim S. Baca Preference prediction tool
US9552418B2 (en) * 2012-10-22 2017-01-24 Apple Inc. Systems and methods for distributing a playlist within a music service
GB201219091D0 (en) * 2012-10-24 2012-12-05 Imagination Tech Ltd Method, system and device for connecting similar users
US9442626B2 (en) * 2013-01-04 2016-09-13 Music Social, Llc Systems, methods and apparatuses for facilitating content consumption and sharing through geographic and incentive based virtual networks
US9230017B2 (en) * 2013-01-16 2016-01-05 Morphism Llc Systems and methods for automated media commentary
US11070860B2 (en) * 2013-02-14 2021-07-20 Comcast Cable Communications, Llc Content delivery
US9613118B2 (en) * 2013-03-18 2017-04-04 Spotify Ab Cross media recommendation
US9756288B2 (en) 2013-04-10 2017-09-05 Thomson Licensing Tiering and manipulation of peer's heads in a telepresence system
US20140317105A1 (en) * 2013-04-23 2014-10-23 Google Inc. Live recommendation generation
KR20160022307A (ko) 2013-06-20 2016-02-29 톰슨 라이센싱 콘텐츠의 분산 재생의 동기화를 지원하기 위한 시스템 및 방법
US9225522B2 (en) 2013-12-27 2015-12-29 Linkedin Corporation Techniques for populating a content stream on a mobile device
US10944845B1 (en) * 2014-02-25 2021-03-09 JamFeed, Inc. System, method, and computer readable storage medium for consolidated content aggregation, analytics, notification, delivery, and tracking
US10182308B2 (en) 2014-03-12 2019-01-15 Western Digital Technologies, Inc. Content matching system for a networked media player
CN103886047B (zh) * 2014-03-12 2017-07-07 浙江大学 面向流式数据的分布式在线推荐方法
US20150319206A1 (en) * 2014-05-01 2015-11-05 Apple Inc. Sharing a media station
US11481424B2 (en) * 2014-05-16 2022-10-25 RCRDCLUB Corporation Systems and methods of media selection based on criteria thresholds
US9836765B2 (en) * 2014-05-19 2017-12-05 Kibo Software, Inc. System and method for context-aware recommendation through user activity change detection
US9672213B2 (en) 2014-06-10 2017-06-06 Sonos, Inc. Providing media items from playback history
US10440499B2 (en) 2014-06-16 2019-10-08 Comcast Cable Communications, Llc User location and identity awareness
US10045090B2 (en) 2014-08-11 2018-08-07 Comcast Cable Communications, Llc Merging permissions and content access
US10148772B2 (en) * 2014-08-18 2018-12-04 Google Llc System and method for automatically pushing location-specific content to users
US9729606B2 (en) * 2014-09-10 2017-08-08 Benefitfocus.Com, Inc. Systems and methods for a metadata driven user interface framework
US10701020B2 (en) * 2015-03-31 2020-06-30 Facebook, Inc. Multi-user media presentation system
US10636073B2 (en) * 2015-04-16 2020-04-28 The Regents Of The University Of California Preference learning with clustering
CN106649400A (zh) * 2015-11-03 2017-05-10 阿里巴巴集团控股有限公司 一种多媒体对象推荐方法、装置、系统及终端、服务器
US10311862B2 (en) 2015-12-23 2019-06-04 Rovi Guides, Inc. Systems and methods for conversations with devices about media using interruptions and changes of subjects
US10771508B2 (en) 2016-01-19 2020-09-08 Nadejda Sarmova Systems and methods for establishing a virtual shared experience for media playback
US10035065B2 (en) 2016-02-17 2018-07-31 Music Social, Llc Geographic-based content curation in a multiplayer gaming environment
CN106776928B (zh) * 2016-12-01 2020-11-24 重庆大学 基于内存计算框架、融合社交及时空数据的位置推荐方法
US10795952B2 (en) * 2017-01-05 2020-10-06 Microsoft Technology Licensing, Llc Identification of documents based on location, usage patterns and content
US10819810B2 (en) * 2017-01-05 2020-10-27 International Business Machines Corporation Event affinity detangling with broadcasts rolling over time zones
CN108347651A (zh) * 2017-01-24 2018-07-31 北京康得新创科技股份有限公司 推送信息的播放方法、装置及系统
US10223063B2 (en) 2017-02-24 2019-03-05 Spotify Ab Methods and systems for personalizing user experience based on discovery metrics
CN107087235B (zh) * 2017-04-21 2021-09-10 腾讯科技（深圳）有限公司 媒体内容推荐方法、服务器及客户端
US10599377B2 (en) 2017-07-11 2020-03-24 Roku, Inc. Controlling visual indicators in an audio responsive electronic device, and capturing and providing audio using an API, by native and non-native computing devices and services
KR102384215B1 (ko) * 2017-08-01 2022-04-07 삼성전자주식회사 전자 장치 및 그의 제어방법
US11062702B2 (en) 2017-08-28 2021-07-13 Roku, Inc. Media system with multiple digital assistants
US11062710B2 (en) 2017-08-28 2021-07-13 Roku, Inc. Local and cloud speech recognition
US10777197B2 (en) * 2017-08-28 2020-09-15 Roku, Inc. Audio responsive device with play/stop and tell me something buttons
US10387487B1 (en) 2018-01-25 2019-08-20 Ikorongo Technology, LLC Determining images of interest based on a geographical location
US11145298B2 (en) 2018-02-13 2021-10-12 Roku, Inc. Trigger word detection with multiple digital assistants
US10877718B2 (en) * 2018-05-07 2020-12-29 Spotify Ab Adaptive voice communication
US20200007934A1 (en) * 2018-06-29 2020-01-02 Advocates, Inc. Machine-learning based systems and methods for analyzing and distributing multimedia content
US11604069B2 (en) * 2019-05-14 2023-03-14 Lyft, Inc. Localizing transportation requests utilizing an image based transportation request interface
US11636855B2 (en) 2019-11-11 2023-04-25 Sonos, Inc. Media content based on operational data
US11714551B2 (en) * 2020-10-14 2023-08-01 EMC IP Holding Company LLC Credential manager with account selection and resource load-balancing
CN113518247B (zh) * 2021-05-27 2023-06-02 北京奇艺世纪科技有限公司 视频播放方法、相关设备及计算机可读存储介质
US20220382766A1 (en) * 2021-06-01 2022-12-01 Apple Inc. Automatic Media Asset Suggestions for Presentations of Selected User Media Items

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1586080A (zh) * 2001-11-16 2005-02-23 皇家飞利浦电子股份有限公司 创建用于推荐媒体内容的代理
CN1885284A (zh) * 2005-06-24 2006-12-27 鸿富锦精密工业（深圳）有限公司 一种播放列表生成系统及方法
US20060294091A1 (en) * 2005-06-24 2006-12-28 Kuan-Hong Hsieh System and method for generating a play-list
CN101023426A (zh) * 2004-07-23 2007-08-22 联邦科学和工业研究组织 集成浏览历史和媒体播放列表的方法和系统

Family Cites Families (395)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4870579A (en) 1987-10-01 1989-09-26 Neonics, Inc. System and method of predicting subjective reactions
US5418942A (en) 1989-07-06 1995-05-23 Krawchuk; Kenneth V. System and method for storing and managing information
US5963916A (en) 1990-09-13 1999-10-05 Intouch Group, Inc. Network apparatus and method for preview of music products and compilation of market data
US5621456A (en) 1993-06-22 1997-04-15 Apple Computer, Inc. Methods and apparatus for audio-visual interface for the display of multiple program categories
US5592511A (en) 1994-05-10 1997-01-07 Schoen; Neil C. Digital customized audio products with user created data and associated distribution and production system
US6388714B1 (en) 1995-10-02 2002-05-14 Starsight Telecast Inc Interactive computer system for providing television schedule information
US5956027A (en) 1995-12-12 1999-09-21 At&T Corp Method and apparatus for sharing a web page
US6314420B1 (en) 1996-04-04 2001-11-06 Lycos, Inc. Collaborative/adaptive search engine
US6195657B1 (en) 1996-09-26 2001-02-27 Imana, Inc. Software, method and apparatus for efficient categorization and recommendation of subjects according to multidimensional semantics
US5771778A (en) 1996-10-15 1998-06-30 Maclean, Iv; John A. Marketing system
US20010013009A1 (en) 1997-05-20 2001-08-09 Daniel R. Greening System and method for computer-based marketing
US20060020614A1 (en) 1997-08-08 2006-01-26 Kolawa Adam K Method and apparatus for automated selection, organization, and recommendation of items based on user preference topography
JPH1166824A (ja) 1997-08-15 1999-03-09 Sony Corp オーディオサーバシステム
US6134552A (en) 1997-10-07 2000-10-17 Sap Aktiengesellschaft Knowledge provider with logical hyperlinks
AU1702199A (en) 1997-11-25 1999-06-15 Motorola, Inc. Audio content player methods, systems, and articles of manufacture
FR2776482B1 (fr) 1998-03-27 2000-06-16 Manulatex France Perfectionnement aux gants en cotte de mailles
US6654786B1 (en) 1998-04-30 2003-11-25 Openwave Systems Inc. Method and apparatus for informing wireless clients about updated information
CA2337508A1 (en) 1998-07-20 2000-01-27 Signalsoft Corp. Subscriber delivered location-based services
JP4032649B2 (ja) 1998-08-24 2008-01-16 株式会社日立製作所 マルチメディア情報の表示方法
US6694482B1 (en) 1998-09-11 2004-02-17 Sbc Technology Resources, Inc. System and methods for an architectural framework for design of an adaptive, personalized, interactive content delivery system
US6266649B1 (en) 1998-09-18 2001-07-24 Amazon.Com, Inc. Collaborative recommendations using item-to-item similarity mappings
US6317722B1 (en) 1998-09-18 2001-11-13 Amazon.Com, Inc. Use of electronic shopping carts to generate personal recommendations
US6452609B1 (en) 1998-11-06 2002-09-17 Supertuner.Com Web application for accessing media streams
US6567797B1 (en) 1999-01-26 2003-05-20 Xerox Corporation System and method for providing recommendations based on multi-modal user clusters
US6353823B1 (en) 1999-03-08 2002-03-05 Intel Corporation Method and system for using associative metadata
US6498955B1 (en) 1999-03-19 2002-12-24 Accenture Llp Member preference control of an environment
JP4065472B2 (ja) 1999-04-27 2008-03-26 キヤノン株式会社 画像処理装置およびその方法、記憶媒体
US20050038819A1 (en) 2000-04-21 2005-02-17 Hicken Wendell T. Music Recommendation system and method
US7013301B2 (en) 2003-09-23 2006-03-14 Predixis Corporation Audio fingerprinting system and method
JP4743740B2 (ja) * 1999-07-16 2011-08-10 マイクロソフト インターナショナル ホールディングス ビー．ブイ． 自動化された代替コンテンツ推奨を作成する方法及びシステム
KR100328670B1 (ko) * 1999-07-21 2002-03-20 정만원 다중 추천 에이전트들을 이용하는 추천 시스템
US6973475B2 (en) 1999-09-18 2005-12-06 Wildtangent Dynamic scalable multi-media content streaming
US6941275B1 (en) 1999-10-07 2005-09-06 Remi Swierczek Music identification system
US7072846B1 (en) 1999-11-16 2006-07-04 Emergent Music Llc Clusters for rapid artist-audience matching
US6430559B1 (en) 1999-11-02 2002-08-06 Claritech Corporation Method and apparatus for profile score threshold setting and updating
US6757691B1 (en) 1999-11-09 2004-06-29 America Online, Inc. Predicting content choices by searching a profile database
GB2397205B (en) 1999-11-10 2004-09-15 Launch Media Inc A user interface for an internet data stream transmission system
US6526411B1 (en) 1999-11-15 2003-02-25 Sean Ward System and method for creating dynamic playlists
EP1104968B1 (en) 1999-12-03 2007-02-14 Telefonaktiebolaget LM Ericsson (publ) A method of simultaneously playing back audio files in two telephones
US6904264B1 (en) 1999-12-21 2005-06-07 Texas Instruments Incorporated Method requesting and paying for download digital radio content
US6609253B1 (en) 1999-12-30 2003-08-19 Bellsouth Intellectual Property Corporation Method and system for providing interactive media VCR control
US6912528B2 (en) 2000-01-18 2005-06-28 Gregg S. Homer Rechargeable media distribution and play system
US7340481B1 (en) 2000-01-21 2008-03-04 International Business Machines Corp. Method and system for adding user-provided content to a content object stored in a data repository
US6519648B1 (en) 2000-01-24 2003-02-11 Friskit, Inc. Streaming media search and continuous playback of multiple media resources located on a network
US6389467B1 (en) 2000-01-24 2002-05-14 Friskit, Inc. Streaming media search and continuous playback system of media resources located by multiple network addresses
US20010025259A1 (en) 2000-03-02 2001-09-27 Pierre Rouchon Radio station digital music distribution system and method
AU2001246924A1 (en) 2000-04-20 2001-11-07 Sanyo Electric Co., Ltd. Decoder
US20030005074A1 (en) 2000-04-25 2003-01-02 Herz Frederick S.M. Method of combining shared buffers of continuous digital media data with media delivery scheduling
US8352331B2 (en) 2000-05-03 2013-01-08 Yahoo! Inc. Relationship discovery engine
US6947922B1 (en) 2000-06-16 2005-09-20 Xerox Corporation Recommender system and method for generating implicit ratings based on user interactions with handheld devices
WO2002001438A2 (en) 2000-06-29 2002-01-03 Musicgenome.Com Inc. System and method for prediction of musical preferences
US7075000B2 (en) 2000-06-29 2006-07-11 Musicgenome.Com Inc. System and method for prediction of musical preferences
US6662231B1 (en) 2000-06-30 2003-12-09 Sei Information Technology Method and system for subscriber-based audio service over a communication network
GB2380581A (en) 2000-07-11 2003-04-09 Launch Media Inc Online playback system with community bias
US20030115167A1 (en) 2000-07-11 2003-06-19 Imran Sharif Web browser implemented in an Internet appliance
AU2001277071A1 (en) 2000-07-21 2002-02-13 Triplehop Technologies, Inc. System and method for obtaining user preferences and providing user recommendations for unseen physical and information goods and services
US20060064716A1 (en) 2000-07-24 2006-03-23 Vivcom, Inc. Techniques for navigating multiple video streams
WO2002008948A2 (en) 2000-07-24 2002-01-31 Vivcom, Inc. System and method for indexing, searching, identifying, and editing portions of electronic multimedia files
US6990453B2 (en) 2000-07-31 2006-01-24 Landmark Digital Services Llc System and methods for recognizing sound and music signals in high noise and distortion
US20020052207A1 (en) 2000-08-07 2002-05-02 Hunzinger Jason F. Context tags for context-aware computer programs
CA2420215A1 (en) 2000-08-23 2002-06-27 Neurogen Corporation High affinity small molecule c5a receptor modulators
US6615208B1 (en) 2000-09-01 2003-09-02 Telcordia Technologies, Inc. Automatic recommendation of products using latent semantic indexing of content
WO2002021335A1 (en) 2000-09-01 2002-03-14 Telcordia Technologies, Inc. Automatic recommendation of products using latent semantic indexing of content
US7653654B1 (en) 2000-09-29 2010-01-26 International Business Machines Corporation Method and system for selectively accessing files accessible through a network
US7162460B2 (en) 2000-10-10 2007-01-09 Stamps.Com Inc Media type identification
EP1330907B1 (en) 2000-10-26 2005-05-25 Prismedia Networks, Inc. Method and apparatus for real-time parallel delivery of segments of a large payload file
US6629104B1 (en) 2000-11-22 2003-09-30 Eastman Kodak Company Method for adding personalized metadata to a collection of digital images
CA2327119A1 (en) 2000-11-30 2002-05-30 Ibm Canada Limited-Ibm Canada Limitee Rule-based personalization framework for integrating recommendation systems
US7240358B2 (en) 2000-12-08 2007-07-03 Digital Fountain, Inc. Methods and apparatus for scheduling, serving, receiving media-on demand for clients, servers arranged according to constraints on resources
US7035871B2 (en) 2000-12-19 2006-04-25 Intel Corporation Method and apparatus for intelligent and automatic preference detection of media content
US7245925B2 (en) 2000-12-19 2007-07-17 At&T Intellectual Property, Inc. System and method for using location information to execute an action
US7440943B2 (en) 2000-12-22 2008-10-21 Xerox Corporation Recommender system and method
US20020087382A1 (en) 2001-01-03 2002-07-04 Tiburcio Vincio B. Method and system for assigning and tracking tasks, such as under an electronic auction
US20020103796A1 (en) 2001-01-31 2002-08-01 Sonicblue, Inc. Method for parametrically sorting music files
EP1229469A1 (en) 2001-02-01 2002-08-07 Koninklijke Philips Electronics N.V. Method and arrangements for facilitating the sharing of audiovisual products
US20020108112A1 (en) 2001-02-02 2002-08-08 Ensequence, Inc. System and method for thematically analyzing and annotating an audio-visual sequence
CA2742644C (en) 2001-02-20 2016-04-12 Caron S. Ellis Multiple radio signal processing and storing method and apparatus
US20020116533A1 (en) 2001-02-20 2002-08-22 Holliman Matthew J. System for providing a multimedia peer-to-peer computing platform
GB2372850A (en) 2001-03-02 2002-09-04 Hewlett Packard Co Computer network
US7047406B2 (en) 2001-03-21 2006-05-16 Qurlo Holdings, Inc. Method and system for providing a secure peer-to-peer file delivery network
US20020138836A1 (en) 2001-03-23 2002-09-26 Koninklijke Philips Electronics N.V. Method and apparatus for recommending television programming through a celebrity or using a celebrity profile
US20030014407A1 (en) 2001-04-11 2003-01-16 Green Arrow Media, Inc. System and method for making media recommendations
US6670537B2 (en) 2001-04-20 2003-12-30 Sony Corporation Media player for distribution of music samples
US6757517B2 (en) 2001-05-10 2004-06-29 Chin-Chi Chang Apparatus and method for coordinated music playback in wireless ad-hoc networks
DE10154656A1 (de) 2001-05-10 2002-11-21 Ibm System und Verfahren für Empfehlungen von Artikeln
US6968334B2 (en) 2001-05-15 2005-11-22 Nokia Corporation Method and business process to maintain privacy in distributed recommendation systems
US7296032B1 (en) 2001-05-17 2007-11-13 Fotiva, Inc. Digital media organization and access
CN100428212C (zh) 2001-05-21 2008-10-22 卡拉网络科技有限公司 一种下载和播放音乐文件的系统及其方法
US7219145B2 (en) 2001-05-30 2007-05-15 Qualcomm Incorporated Method and apparatus for individually estimating time required to download application programs to remote modules over wireless network
US6976228B2 (en) 2001-06-27 2005-12-13 Nokia Corporation Graphical user interface comprising intersecting scroll bar for selection of content
US7039879B2 (en) 2001-06-28 2006-05-02 Nokia Corporation Method and apparatus for scrollable cross-point navigation in a user interface
US7463890B2 (en) 2002-07-24 2008-12-09 Herz Frederick S M Method and apparatus for establishing ad hoc communications pathways between source and destination nodes in a communications network
US20030153338A1 (en) 2001-07-24 2003-08-14 Herz Frederick S. M. Autoband
US7222187B2 (en) 2001-07-31 2007-05-22 Sun Microsystems, Inc. Distributed trust mechanism for decentralized networks
AU2002323413A1 (en) 2001-08-27 2003-03-10 Gracenote, Inc. Playlist generation, delivery and navigation
US7594246B1 (en) 2001-08-29 2009-09-22 Vulcan Ventures, Inc. System and method for focused navigation within a user interface
CN100492524C (zh) 2001-09-10 2009-05-27 汤姆森特许公司 用于在数字音频数据播放器中建立带索引的播放列表的方法和装置
US20030066068A1 (en) 2001-09-28 2003-04-03 Koninklijke Philips Electronics N.V. Individual recommender database using profiles of others
EP1442411A4 (en) 2001-09-30 2006-02-01 Realcontacts Ltd CONNECTING SERVICE
JP2003122766A (ja) 2001-10-10 2003-04-25 Shinichi Konomi 物理的実体を用いてニーズと情報を共有するためのシステムおよび方法
US6986136B2 (en) 2001-10-30 2006-01-10 Hewlett-Packard Development Company, L.P. Web-based imaging service enabling jobs to be interrupted gracefully
US7305449B2 (en) 2001-10-30 2007-12-04 Hewlett-Packard Development Company, L.P. Web-based imaging service providing reservation
US7145678B2 (en) 2001-10-30 2006-12-05 Hewlett-Packard Development Company, L.P. Configurable web-based imaging service that prevents time consuming jobs from printing
DE10247929A1 (de) 2001-10-31 2003-05-28 Ibm Auslegen eines Empfehlungssystems zum Vorsehen von Anwender-zu-Anwender-Empfehlungen
US20030097186A1 (en) 2001-11-13 2003-05-22 Koninklijke Philips Electronics N.V Method and apparatus for generating a stereotypical profile for recommending items of interest using feature-based clustering
US7283992B2 (en) 2001-11-30 2007-10-16 Microsoft Corporation Media agent to suggest contextually related media content
AU2002351232A1 (en) 2001-12-04 2003-06-17 Yahoo!Inc. Method and system for providing listener-requested music over a network
JP2005512249A (ja) 2001-12-13 2005-04-28 コーニンクレッカ　フィリップス　エレクトロニクス　エヌ　ヴィ メディアシステム上のメディアコンテンツの推薦
US7139757B1 (en) 2001-12-21 2006-11-21 The Procter & Gamble Company Contextual relevance engine and knowledge delivery system
US20030160770A1 (en) 2002-02-25 2003-08-28 Koninklijke Philips Electronics N.V. Method and apparatus for an adaptive audio-video program recommendation system
US6941324B2 (en) 2002-03-21 2005-09-06 Microsoft Corporation Methods and systems for processing playlists
US7096234B2 (en) 2002-03-21 2006-08-22 Microsoft Corporation Methods and systems for providing playlists
US9715500B2 (en) 2004-04-27 2017-07-25 Apple Inc. Method and system for sharing playlists
US20030191753A1 (en) 2002-04-08 2003-10-09 Michael Hoch Filtering contents using a learning mechanism
US6987221B2 (en) 2002-05-30 2006-01-17 Microsoft Corporation Auto playlist generation with multiple seed songs
US20020183059A1 (en) 2002-06-08 2002-12-05 Noreen Gary Keith Interactive system and method for use with broadcast media
GB0213844D0 (en) 2002-06-15 2002-07-24 Hewlett Packard Co Wireless communication cost prediction for mobile device
US20030237093A1 (en) 2002-06-19 2003-12-25 Marsh David J. Electronic program guide systems and methods for handling multiple users
US20050021470A1 (en) 2002-06-25 2005-01-27 Bose Corporation Intelligent music track selection
US20030236582A1 (en) 2002-06-25 2003-12-25 Lee Zamir Selection of items based on user reactions
US20040003392A1 (en) 2002-06-26 2004-01-01 Koninklijke Philips Electronics N.V. Method and apparatus for finding and updating user group preferences in an entertainment system
EP1378912A3 (en) 2002-07-02 2005-10-05 Matsushita Electric Industrial Co., Ltd. Music search system
JP4039158B2 (ja) 2002-07-22 2008-01-30 ソニー株式会社 情報処理装置および方法、情報処理システム、記録媒体、並びにプログラム
GB2391663B (en) 2002-08-06 2005-06-22 Hewlett Packard Development Co Method and server for establishing coordinated consumption of a streamed media object by multiple devices
US20040034441A1 (en) 2002-08-16 2004-02-19 Malcolm Eaton System and method for creating an index of audio tracks
AU2003263928A1 (en) 2002-08-19 2004-03-03 Choicestream Statistical personalized recommendation system
US20030149581A1 (en) 2002-08-28 2003-08-07 Imran Chaudhri Method and system for providing intelligent network content delivery
AU2003250418A1 (en) 2002-09-09 2004-03-29 Koninklijke Philips Electronics N.V. A data network, user terminal and method for providing recommendations
US20040073919A1 (en) * 2002-09-26 2004-04-15 Srinivas Gutta Commercial recommender
US7081579B2 (en) 2002-10-03 2006-07-25 Polyphonic Human Media Interface, S.L. Method and system for music recommendation
US7089248B1 (en) 2002-11-04 2006-08-08 Adobe Systems Incorporated Group file delivery including user-defined metadata
US7260309B2 (en) 2002-11-07 2007-08-21 Koninklijke Philips Electronics N.V. Tracking of partially viewed shows so that they can be marked for deletion when a personal video recorder runs out of space
JP4302967B2 (ja) 2002-11-18 2009-07-29 パイオニア株式会社 楽曲検索方法、楽曲検索装置及び楽曲検索プログラム
US7293065B2 (en) 2002-11-20 2007-11-06 Return Path Method of electronic message delivery with penalties for unsolicited messages
US7912920B2 (en) 2002-12-13 2011-03-22 Stephen Loomis Stream sourcing content delivery system
US20040133657A1 (en) 2003-01-03 2004-07-08 Broadq, Llc Digital media system and method therefor
US20040133908A1 (en) 2003-01-03 2004-07-08 Broadq, Llc Digital media system and method therefor
US20040133914A1 (en) 2003-01-03 2004-07-08 Broadq, Llc Digital media system and method therefor
US20040162783A1 (en) 2003-01-31 2004-08-19 Gross John N. Media queue replenisher
US20060053080A1 (en) 2003-02-03 2006-03-09 Brad Edmonson Centralized management of digital rights licensing
US20040162830A1 (en) 2003-02-18 2004-08-19 Sanika Shirwadkar Method and system for searching location based information on a mobile device
US7644166B2 (en) 2003-03-03 2010-01-05 Aol Llc Source audio identifiers for digital communications
US20050021678A1 (en) 2003-03-11 2005-01-27 Wegener Communications, Inc. Satellite network control by internet with file upload and distribution
US20040181517A1 (en) 2003-03-13 2004-09-16 Younghee Jung System and method for social interaction
US7805746B2 (en) 2003-03-14 2010-09-28 Tvworks, Llc Optimized application on-the-wire format for construction, delivery and display of enhanced television content
US7797343B2 (en) 2003-03-17 2010-09-14 Xerox Corporation System and method for providing usage metrics of digital content
US8572104B2 (en) 2003-04-18 2013-10-29 Kaleidescape, Inc. Sales of collections excluding those already purchased
US7120619B2 (en) 2003-04-22 2006-10-10 Microsoft Corporation Relationship view
US7627343B2 (en) 2003-04-25 2009-12-01 Apple Inc. Media player system
US20040215534A1 (en) 2003-04-25 2004-10-28 Apple Computer, Inc. Method and system for network-based allowance control
US7831199B2 (en) 2006-01-03 2010-11-09 Apple Inc. Media data exchange, transfer or delivery for portable electronic devices
US7149961B2 (en) 2003-04-30 2006-12-12 Hewlett-Packard Development Company, L.P. Automatic generation of presentations from “path-enhanced” multimedia
EP1484693A1 (en) 2003-06-04 2004-12-08 Sony NetServices GmbH Content recommendation device with an arrangement engine
US8103540B2 (en) 2003-06-05 2012-01-24 Hayley Logistics Llc System and method for influencing recommender system
US7685117B2 (en) 2003-06-05 2010-03-23 Hayley Logistics Llc Method for implementing search engine
US7177872B2 (en) 2003-06-23 2007-02-13 Sony Corporation Interface for media publishing
US20050026559A1 (en) 2003-07-01 2005-02-03 Robert Khedouri Method and apparatus for wirelessly transferring music and other audio content to a car stereo or home stereo
US20050039206A1 (en) 2003-08-06 2005-02-17 Opdycke Thomas C. System and method for delivering and optimizing media programming in public spaces
US20050038876A1 (en) 2003-08-15 2005-02-17 Aloke Chaudhuri System and method for instant match based on location, presence, personalization and communication
KR20060120029A (ko) 2003-09-10 2006-11-24 뮤직매치, 인크. 뮤직을 구매하고 플레이하는 시스템 및 방법
US20050060264A1 (en) 2003-09-15 2005-03-17 Microsoft Corporation System and method for creating and playing globally relevant playlists
US9100814B2 (en) 2003-09-17 2015-08-04 Unwired Plant, Llc Federated download of digital content to wireless devices
US20060008256A1 (en) 2003-10-01 2006-01-12 Khedouri Robert K Audio visual player apparatus and system and method of content distribution using the same
US20130097302A9 (en) 2003-10-01 2013-04-18 Robert Khedouri Audio visual player apparatus and system and method of content distribution using the same
US7844548B2 (en) 2003-10-15 2010-11-30 Apple Inc. Techniques and systems for electronic submission of media for network-based distribution
US7509291B2 (en) 2003-10-17 2009-03-24 Stamps.Com Inc. Formatting value-bearing item indicia
US20050154608A1 (en) 2003-10-21 2005-07-14 Fair Share Digital Media Distribution Digital media distribution and trading system used via a computer network
US20050091107A1 (en) 2003-10-22 2005-04-28 Scott Blum Media player and access system and method and media player operating system architecture
US7590546B2 (en) 2003-10-22 2009-09-15 Chuang Thomas C System and method for renting or purchasing goods via a communications network
US8001612B1 (en) 2003-11-03 2011-08-16 Wieder James W Distributing digital-works and usage-rights to user-devices
US20060206582A1 (en) 2003-11-17 2006-09-14 David Finn Portable music device with song tag capture
US8996420B2 (en) * 2003-11-21 2015-03-31 Intel Corporation System and method for caching data
ES2448400T3 (es) 2003-11-26 2014-03-13 Sony Corporation Sistema para acceder a elementos de contenido sobre una red
US7606772B2 (en) 2003-11-28 2009-10-20 Manyworlds, Inc. Adaptive social computing methods
US7627644B2 (en) 2003-11-28 2009-12-01 Canon Kabushiki Kaisha Recipient-centred proactive caching in a peer-to-peer system
US7441041B2 (en) 2003-11-29 2008-10-21 Microsoft Corporation Network download regulation method and system
US7523096B2 (en) 2003-12-03 2009-04-21 Google Inc. Methods and systems for personalized network searching
US7515873B2 (en) 2003-12-04 2009-04-07 International Business Machines Corporation Responding to recipient rated wirelessly broadcast electronic works
US7620362B2 (en) 2003-12-04 2009-11-17 International Business Machines Corporation Controlling access to wirelessly broadcast electronic works during playback
US20050138198A1 (en) 2003-12-18 2005-06-23 It Works Methods, apparatuses, systems, and articles for determining and implementing an efficient computer network architecture
JP2005197913A (ja) 2004-01-06 2005-07-21 Canon Inc 画像処理装置及び画像処理方法
KR20070007047A (ko) 2004-01-20 2007-01-12 코닌클리케 필립스 일렉트로닉스 엔.브이. 통합형 플레이리스트 생성기
US20060010167A1 (en) 2004-01-21 2006-01-12 Grace James R Apparatus for navigation of multimedia content in a vehicle multimedia system
WO2005072405A2 (en) * 2004-01-27 2005-08-11 Transpose, Llc Enabling recommendations and community by massively-distributed nearest-neighbor searching
KR20050077874A (ko) 2004-01-28 2005-08-04 삼성전자주식회사 스케일러블 비디오 스트림 송신 방법 및 이를 이용한 장치
US7373614B1 (en) 2004-02-10 2008-05-13 Apple Inc. Navigation history
US7512658B2 (en) 2004-02-26 2009-03-31 International Business Machines Corporation Providing a portion of an electronic mail message based upon a transfer rate, a message size, and a file format
US8949899B2 (en) 2005-03-04 2015-02-03 Sharp Laboratories Of America, Inc. Collaborative recommendation system
US7594245B2 (en) 2004-03-04 2009-09-22 Sharp Laboratories Of America, Inc. Networked video devices
US20050197961A1 (en) 2004-03-08 2005-09-08 Miller Gregory P. Preference engine for generating predictions on entertainment products of services
US7317386B2 (en) 2004-03-11 2008-01-08 Bayerische Motoren Werke Aktiengesellschaft Method and apparatus for the output of music information to an operator
US8788492B2 (en) 2004-03-15 2014-07-22 Yahoo!, Inc. Search system and methods with integration of user annotations from a trust network
US7496623B2 (en) 2004-04-23 2009-02-24 Yahoo! Inc. System and method for enhanced messaging including a displayable status indicator
US8516035B2 (en) 2006-06-21 2013-08-20 Apple Inc. Browsing and searching of podcasts
US20060265409A1 (en) 2005-05-21 2006-11-23 Apple Computer, Inc. Acquisition, management and synchronization of podcasts
US8412763B2 (en) 2006-06-21 2013-04-02 Apple Inc. Podcast organization and usage at a computing device
US20050246391A1 (en) 2004-04-29 2005-11-03 Gross John N System & method for monitoring web pages
US8028038B2 (en) 2004-05-05 2011-09-27 Dryden Enterprises, Llc Obtaining a playlist based on user profile matching
US20050251455A1 (en) 2004-05-10 2005-11-10 Boesen Peter V Method and system for purchasing access to a recording
JP4581476B2 (ja) 2004-05-11 2010-11-17 ソニー株式会社 情報処理装置および方法、並びにプログラム
US7689452B2 (en) 2004-05-17 2010-03-30 Lam Chuck P System and method for utilizing social networks for collaborative filtering
US20050267944A1 (en) 2004-06-01 2005-12-01 Microsoft Corporation Email manager
US20050286546A1 (en) 2004-06-21 2005-12-29 Arianna Bassoli Synchronized media streaming between distributed peers
GB0413848D0 (en) 2004-06-21 2004-07-21 British Broadcasting Corp Accessing broadcast media
US7437364B1 (en) 2004-06-30 2008-10-14 Google Inc. System and method of accessing a document efficiently through multi-tier web caching
US20070043766A1 (en) 2005-08-18 2007-02-22 Nicholas Frank C Method and System for the Creating, Managing, and Delivery of Feed Formatted Content
US7890871B2 (en) 2004-08-26 2011-02-15 Redlands Technology, Llc System and method for dynamically generating, maintaining, and growing an online social network
US8099482B2 (en) 2004-10-01 2012-01-17 E-Cast Inc. Prioritized content download for an entertainment device
US20060085383A1 (en) 2004-10-06 2006-04-20 Gracenote, Inc. Network-based data collection, including local data attributes, enabling media management without requiring a network connection
US7474959B2 (en) 2004-10-08 2009-01-06 Scenera Technologies, Llc Method for providing recommendations using image, location data, and annotations
US20060083119A1 (en) 2004-10-20 2006-04-20 Hayes Thomas J Scalable system and method for predicting hit music preferences for an individual
US7739151B2 (en) 2004-10-25 2010-06-15 Apple Inc. Reservation of digital media items
US20060100924A1 (en) 2004-11-05 2006-05-11 Apple Computer, Inc. Digital media file with embedded sales/marketing information
US7511858B2 (en) 2004-12-14 2009-03-31 Xerox Corporation Method for printing a visual printer calibration test pattern
US20060167991A1 (en) 2004-12-16 2006-07-27 Heikes Brian D Buddy list filtering
US20060143236A1 (en) 2004-12-29 2006-06-29 Bandwidth Productions Inc. Interactive music playlist sharing system and methods
US20080133601A1 (en) 2005-01-05 2008-06-05 Musicstrands, S.A.U. System And Method For Recommending Multimedia Elements
US8230456B2 (en) 2005-01-05 2012-07-24 Yahoo! Inc. Framework for delivering a plurality of content and providing for interaction with the same in a television environment
US7676753B2 (en) 2005-01-07 2010-03-09 At&T Intellectual Property I, L.P. Methods, systems, devices and computer program products for collecting and sharing selected personal data
US20070214182A1 (en) 2005-01-15 2007-09-13 Outland Research, Llc Establishment-based media and messaging service
US20070288546A1 (en) 2005-01-15 2007-12-13 Outland Research, Llc Groupwise collaborative suggestion moderation system
US7542816B2 (en) * 2005-01-27 2009-06-02 Outland Research, Llc System, method and computer program product for automatically selecting, suggesting and playing music media files
US20070233743A1 (en) * 2005-01-27 2007-10-04 Outland Research, Llc Method and system for spatial and environmental media-playlists
KR20070111507A (ko) 2005-01-31 2007-11-21 코닌클리케 필립스 일렉트로닉스 엔.브이. 생리적 영향에 따른 노래 분류
US7693887B2 (en) 2005-02-01 2010-04-06 Strands, Inc. Dynamic identification of a new set of media items responsive to an input mediaset
US20060190616A1 (en) 2005-02-04 2006-08-24 John Mayerhofer System and method for aggregating, delivering and sharing audio content
US7614006B2 (en) 2005-02-11 2009-11-03 International Business Machines Corporation Methods and apparatus for implementing inline controls for transposing rows and columns of computer-based tables
WO2006087672A2 (en) * 2005-02-15 2006-08-24 Koninklijke Philips Electronics, N.V. Automatic personal play list generation based on external factors such as weather, financial market, media sales or calendar data
JP2008532120A (ja) * 2005-02-22 2008-08-14 コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ ユニバーサルコンテンツｉｄに基づくプレイリストのコンテンツアイテムの抽出
US7818350B2 (en) 2005-02-28 2010-10-19 Yahoo! Inc. System and method for creating a collaborative playlist
US20060224757A1 (en) 2005-03-15 2006-10-05 Han Fang System and method for streaming service replication a in peer-to-peer network
JP4085284B2 (ja) 2005-03-24 2008-05-14 ソニー株式会社 再生装置
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
WO2006104468A1 (en) 2005-03-31 2006-10-05 Agency For Science, Technology And Research Method and apparatus for image segmentation
JP4670438B2 (ja) 2005-04-01 2011-04-13 ソニー株式会社 コンテンツおよびそのプレイリストの提供方法
US8291095B2 (en) 2005-04-20 2012-10-16 Limelight Networks, Inc. Methods and systems for content insertion
US20060248209A1 (en) 2005-04-27 2006-11-02 Leo Chiu Network system for facilitating audio and video advertising to end users through audio and video podcasts
US8214264B2 (en) 2005-05-02 2012-07-03 Cbs Interactive, Inc. System and method for an electronic product advisor
US7548544B2 (en) 2005-05-05 2009-06-16 Ironport Systems, Inc. Method of determining network addresses of senders of electronic mail messages
US8584171B2 (en) 2005-05-06 2013-11-12 Starz Entertainment Group Llc Local context navigation system
US20060259355A1 (en) 2005-05-11 2006-11-16 Farouki Karim M Methods and systems for recommending media
US7686215B2 (en) 2005-05-21 2010-03-30 Apple Inc. Techniques and systems for supporting podcasting
US20060265637A1 (en) 2005-05-21 2006-11-23 Apple Computer, Inc. Utilization of podcasts on portable media devices
US7613736B2 (en) 2005-05-23 2009-11-03 Resonance Media Services, Inc. Sharing music essence in a recommendation system
WO2006126135A2 (en) 2005-05-25 2006-11-30 Koninklijke Philips Electronics N.V. Play-list path interaction and visualisation
US20060277098A1 (en) * 2005-06-06 2006-12-07 Chung Tze D Media playing system and method for delivering multimedia content with up-to-date and targeted marketing messages over a communication network
US20060273155A1 (en) 2005-06-06 2006-12-07 Thackston James D System and method for on-line commerce operations
US20060282776A1 (en) 2005-06-10 2006-12-14 Farmer Larry C Multimedia and performance analysis tool
US10510043B2 (en) 2005-06-13 2019-12-17 Skyword Inc. Computer method and apparatus for targeting advertising
US7890513B2 (en) 2005-06-20 2011-02-15 Microsoft Corporation Providing community-based media item ratings to users
US7756993B2 (en) 2005-06-22 2010-07-13 Sony Corporation Reproducing apparatus, reproducing method, and reproducing program
WO2007003045A1 (en) 2005-06-30 2007-01-11 Cascada Mobile Corp. System and method of recommendation and provisioning of mobile device related content and applications
US7840178B2 (en) 2005-07-12 2010-11-23 Martin E. Hellman FM broadcast system competitive with satellite radio
US20070022437A1 (en) 2005-07-19 2007-01-25 David Gerken Methods and apparatus for providing content and services coordinated with television content
US7831913B2 (en) 2005-07-29 2010-11-09 Microsoft Corporation Selection-based item tagging
US7761399B2 (en) 2005-08-19 2010-07-20 Evree Llc Recommendation networks for ranking recommendations using trust rating for user-defined topics and recommendation rating for recommendation sources
US20070239724A1 (en) 2005-09-14 2007-10-11 Jorey Ramer Mobile search services related to direct identifiers
US7548915B2 (en) 2005-09-14 2009-06-16 Jorey Ramer Contextual mobile content placement on a mobile communication facility
US20070198485A1 (en) 2005-09-14 2007-08-23 Jorey Ramer Mobile search service discovery
US7917148B2 (en) 2005-09-23 2011-03-29 Outland Research, Llc Social musical media rating system and method for localized establishments
US20070078832A1 (en) 2005-09-30 2007-04-05 Yahoo! Inc. Method and system for using smart tags and a recommendation engine using smart tags
US20070078714A1 (en) 2005-09-30 2007-04-05 Yahoo! Inc. Automatically matching advertisements to media files
US20070174147A1 (en) * 2005-12-30 2007-07-26 Realnetworks System and method for updating a playlist based upon ratings
US7793823B2 (en) 2005-10-03 2010-09-14 Realnetworks, Inc. System and method for supplementing a radio playlist with local content
US20070074617A1 (en) 2005-10-04 2007-04-05 Linda Vergo System and method for tailoring music to an activity
US20070083553A1 (en) 2005-10-12 2007-04-12 Sten Minor Apparatus and methods for handling multimedia content in an electronic device
US20070130008A1 (en) 2005-10-14 2007-06-07 Brown Reed M Apparatus, system, and method for listing aggregation
US10657538B2 (en) 2005-10-25 2020-05-19 Sony Interactive Entertainment LLC Resolution of advertising rules
US8676900B2 (en) 2005-10-25 2014-03-18 Sony Computer Entertainment America Llc Asynchronous advertising placement based on metadata
US11004089B2 (en) 2005-10-25 2021-05-11 Sony Interactive Entertainment LLC Associating media content files with advertisements
US20070094083A1 (en) 2005-10-25 2007-04-26 Podbridge, Inc. Matching ads to content and users for time and space shifted media network
US20070094363A1 (en) 2005-10-25 2007-04-26 Podbridge, Inc. Configuration for ad and content delivery in time and space shifted media network
US20070118425A1 (en) 2005-10-25 2007-05-24 Podbridge, Inc. User device agent for asynchronous advertising in time and space shifted media network
US8856118B2 (en) 2005-10-31 2014-10-07 Qwest Communications International Inc. Creation and transmission of rich content media
EP1783632B1 (en) 2005-11-08 2012-12-19 Intel Corporation Content recommendation method with user feedback
US9697231B2 (en) 2005-11-09 2017-07-04 Cxense Asa Methods and apparatus for providing virtual media channels based on media search
US20070118873A1 (en) 2005-11-09 2007-05-24 Bbnt Solutions Llc Methods and apparatus for merging media content
US7498687B2 (en) 2005-11-18 2009-03-03 R.A. Phillips Industries, Inc. Power supply control system for a vehicle trailer
US20070118857A1 (en) * 2005-11-18 2007-05-24 Sbc Knowledge Ventures, L.P. System and method of recording video content
US20070118657A1 (en) 2005-11-22 2007-05-24 Motorola, Inc. Method and system for sharing podcast information
US8392528B2 (en) 2005-11-22 2013-03-05 Motorola Mobility Llc Architecture for sharing podcast information
US7805129B1 (en) 2005-12-27 2010-09-28 Qurio Holdings, Inc. Using device content information to influence operation of another device
US20070162502A1 (en) 2005-12-29 2007-07-12 United Video Properties, Inc. Media library in an interactive media guidance application
US7856360B2 (en) 2006-01-30 2010-12-21 Hoozware, Inc. System for providing a service to venues where people aggregate
US20070244880A1 (en) 2006-02-03 2007-10-18 Francisco Martin Mediaset generation system
US20090222392A1 (en) 2006-02-10 2009-09-03 Strands, Inc. Dymanic interactive entertainment
US9336333B2 (en) 2006-02-13 2016-05-10 Linkedin Corporation Searching and reference checking within social networks
US20070199014A1 (en) 2006-02-22 2007-08-23 E-Cast, Inc. Consumer portal
US7877353B2 (en) 2006-03-13 2011-01-25 Ebay Inc. Peer-to-peer trading platform with relative reputation-based item search and buddy rating
US8812580B2 (en) 2006-03-15 2014-08-19 Beats Music, Llc Override of automatically shared meta-data of media
US8626707B2 (en) 2006-03-15 2014-01-07 Beats Music, Llc Automatic meta-data sharing of existing media to create streamable collections
US20070233736A1 (en) 2006-03-28 2007-10-04 Heyletsgo, Inc. Method and system for social and leisure life management
US7765192B2 (en) 2006-03-29 2010-07-27 Abo Enterprises, Llc System and method for archiving a media collection
US8285595B2 (en) 2006-03-29 2012-10-09 Napo Enterprises, Llc System and method for refining media recommendations
US20070250571A1 (en) * 2006-04-07 2007-10-25 Griffin Paul P Jr Method and apparatus for interfacing a network with a television or stereo for enhanced access of media content
US7801500B2 (en) 2006-04-11 2010-09-21 Nokia Corporation Electronic device and method therefor
US20070265870A1 (en) 2006-04-19 2007-11-15 Nec Laboratories America, Inc. Methods and systems for utilizing a time factor and/or asymmetric user behavior patterns for data analysis
US20070264982A1 (en) 2006-04-28 2007-11-15 Nguyen John N System and method for distributing media
GB0702604D0 (en) 2006-05-05 2007-03-21 Omnifone Ltd Handset commissi0ning
US7373054B2 (en) 2006-05-17 2008-05-13 Tyco Telecommunications (Us) Inc. Optical cable shield layer connection
EP1860581A1 (en) 2006-05-22 2007-11-28 SonicSwap Inc. Systems and methods for sharing digital media content
US7797722B2 (en) 2006-05-26 2010-09-14 Sony Corporation System and method for content delivery
US20080134043A1 (en) 2006-05-26 2008-06-05 Sony Corporation System and method of selective media content access through a recommednation engine
US9165282B2 (en) 2006-05-31 2015-10-20 Red Hat, Inc. Shared playlist management for open overlay for social networks and online services
US7966362B2 (en) 2006-06-21 2011-06-21 Apple Inc. Management of podcasts
US8903843B2 (en) 2006-06-21 2014-12-02 Napo Enterprises, Llc Historical media recommendation service
US8117545B2 (en) 2006-07-05 2012-02-14 Magnify Networks, Inc. Hosted video discovery and publishing platform
US7970922B2 (en) 2006-07-11 2011-06-28 Napo Enterprises, Llc P2P real time media recommendations
US8059646B2 (en) 2006-07-11 2011-11-15 Napo Enterprises, Llc System and method for identifying music content in a P2P real time recommendation network
US7680959B2 (en) 2006-07-11 2010-03-16 Napo Enterprises, Llc P2P network for providing real time media recommendations
US9003056B2 (en) 2006-07-11 2015-04-07 Napo Enterprises, Llc Maintaining a minimum level of real time media recommendations in the absence of online friends
US8327266B2 (en) 2006-07-11 2012-12-04 Napo Enterprises, Llc Graphical user interface system for allowing management of a media item playlist based on a preference scoring system
US8805831B2 (en) 2006-07-11 2014-08-12 Napo Enterprises, Llc Scoring and replaying media items
US7873641B2 (en) 2006-07-14 2011-01-18 Bea Systems, Inc. Using tags in an enterprise search system
KR20090037975A (ko) 2006-08-07 2009-04-16 차차 써치 인코포레이티드 관련 집단 검색을 위한 방법, 시스템 및 컴퓨터 판독 가능 저장 장치
US20080046948A1 (en) 2006-08-07 2008-02-21 Apple Computer, Inc. Creation, management and delivery of personalized media items
US8090606B2 (en) 2006-08-08 2012-01-03 Napo Enterprises, Llc Embedded media recommendations
US8620699B2 (en) 2006-08-08 2013-12-31 Napo Enterprises, Llc Heavy influencer media recommendations
US8135725B2 (en) 2006-08-11 2012-03-13 Yahoo! Inc. System and method for providing tag-based relevance recommendations of bookmarks in a bookmark and tag database
JP2008052820A (ja) 2006-08-24 2008-03-06 Sony Corp 情報処理装置および方法、並びにプログラム
US8323102B2 (en) 2006-10-06 2012-12-04 Cfph, Llc Remote play of a table game through a mobile device
US8572169B2 (en) 2006-08-28 2013-10-29 Myspace, Llc System, apparatus and method for discovery of music within a social network
US7596597B2 (en) 2006-08-31 2009-09-29 Microsoft Corporation Recommending contacts in a social network
US8677243B2 (en) 2006-09-01 2014-03-18 Nokia Corporation Media recommendation system and method
US20080091771A1 (en) * 2006-10-13 2008-04-17 Microsoft Corporation Visual representations of profiles for community interaction
US20080147482A1 (en) 2006-10-27 2008-06-19 Ripl Corp. Advertisement selection and propagation of advertisements within a social network
US20080288588A1 (en) 2006-11-01 2008-11-20 Worldvuer, Inc. Method and system for searching using image based tagging
US8756333B2 (en) 2006-11-22 2014-06-17 Myspace Music Llc Interactive multicast media service
US8943210B2 (en) 2006-11-30 2015-01-27 Red Hat, Inc. Mastering music played among a plurality of users
US8091032B2 (en) 2006-11-30 2012-01-03 Red Hat, Inc. Automatic generation of content recommendations weighted by social network context
US8060827B2 (en) 2006-11-30 2011-11-15 Red Hat, Inc. Method and system for preloading suggested content onto digital video recorder based on social recommendations
US20080141136A1 (en) 2006-12-12 2008-06-12 Microsoft Corporation Clipping Synchronization and Sharing
US8874655B2 (en) 2006-12-13 2014-10-28 Napo Enterprises, Llc Matching participants in a P2P recommendation network loosely coupled to a subscription service
WO2008072093A2 (en) 2006-12-13 2008-06-19 Quickplay Media Inc. Mobile media platform
US7730216B1 (en) 2006-12-14 2010-06-01 Qurio Holdings, Inc. System and method of sharing content among multiple social network nodes using an aggregation node
US9229933B2 (en) 2006-12-19 2016-01-05 International Business Machines Corporation System, method and program for managing file downloads
US20080147711A1 (en) 2006-12-19 2008-06-19 Yahoo! Inc. Method and system for providing playlist recommendations
US8509754B2 (en) 2006-12-29 2013-08-13 United States Cellular Corporation Distributing mobile-device applications
WO2008083388A2 (en) 2006-12-29 2008-07-10 Ecirkit Social networking website interface
US7738870B2 (en) 2007-01-24 2010-06-15 Control4 Corporation Systems and methods for instant messaging using a control device
US7751773B2 (en) 2007-01-30 2010-07-06 Sony Ericsson Mobile Communications Ab Portable communication device having a media time controller
US7802194B2 (en) 2007-02-02 2010-09-21 Sap Ag Business query language
US20080189336A1 (en) 2007-02-05 2008-08-07 Namemedia, Inc. Creating and managing digital media content using contacts and relational information
US20080187112A1 (en) 2007-02-07 2008-08-07 Tribal Shout!, Inc. Method and system for delivering podcasts to communication devices
US7739304B2 (en) 2007-02-08 2010-06-15 Yahoo! Inc. Context-based community-driven suggestions for media annotation
KR101346731B1 (ko) 2007-03-12 2014-01-03 삼성전자주식회사 피드 정보를 동기화하는 방법 및 장치
US8498628B2 (en) 2007-03-27 2013-07-30 Iocast Llc Content delivery system and method
US7787818B2 (en) 2007-03-27 2010-08-31 Iocast Llc Customized content delivery system and method
WO2008121967A2 (en) 2007-03-30 2008-10-09 Google Inc. Interactive media display across devices
US9224427B2 (en) 2007-04-02 2015-12-29 Napo Enterprises LLC Rating media item recommendations using recommendation paths and/or media item usage
US8112720B2 (en) 2007-04-05 2012-02-07 Napo Enterprises, Llc System and method for automatically and graphically associating programmatically-generated media item recommendations related to a user's socially recommended media items
US20080250067A1 (en) 2007-04-06 2008-10-09 Concert Technology Corporation System and method for selectively identifying media items for play based on a recommender playlist
US8832220B2 (en) 2007-05-29 2014-09-09 Domingo Enterprises, Llc System and method for increasing data availability on a mobile device based on operating mode
US9037632B2 (en) 2007-06-01 2015-05-19 Napo Enterprises, Llc System and method of generating a media item recommendation message with recommender presence information
US7882111B2 (en) 2007-06-01 2011-02-01 Yahoo! Inc. User interactive precision targeting principle
US9164993B2 (en) 2007-06-01 2015-10-20 Napo Enterprises, Llc System and method for propagating a media item recommendation message comprising recommender presence information
US8839141B2 (en) 2007-06-01 2014-09-16 Napo Enterprises, Llc Method and system for visually indicating a replay status of media items on a media device
US8285776B2 (en) 2007-06-01 2012-10-09 Napo Enterprises, Llc System and method for processing a received media item recommendation message comprising recommender presence information
US20090049045A1 (en) 2007-06-01 2009-02-19 Concert Technology Corporation Method and system for sorting media items in a playlist on a media device
US20080301187A1 (en) 2007-06-01 2008-12-04 Concert Technology Corporation Enhanced media item playlist comprising presence information
US20080307463A1 (en) 2007-06-09 2008-12-11 Todd Beetcher Systems and methods for searching and for displaying media content
US20080307462A1 (en) 2007-06-09 2008-12-11 Todd Beetcher Systems and methods for searching and for displaying media content
US8316392B2 (en) 2007-06-11 2012-11-20 Yahoo! Inc. Systems and methods for forecasting ad inventory
US20080313541A1 (en) 2007-06-14 2008-12-18 Yahoo! Inc. Method and system for personalized segmentation and indexing of media
US20080313308A1 (en) * 2007-06-15 2008-12-18 Bodin William K Recasting a web page as a multimedia playlist
US20090006368A1 (en) 2007-06-29 2009-01-01 Microsoft Corporation Automatic Video Recommendation
US8751507B2 (en) 2007-06-29 2014-06-10 Amazon Technologies, Inc. Recommendation system with multiple integrated recommenders
WO2009018562A2 (en) 2007-08-02 2009-02-05 Sony Bmg Music Entertainment Method and apparatus for distributing digital content
US20090042545A1 (en) 2007-08-06 2009-02-12 Tamir Avital System and a method for unifying the social realities of the online internet and real world of the mobile phone
US20090049030A1 (en) 2007-08-13 2009-02-19 Concert Technology Corporation System and method for reducing the multiple listing of a media item in a playlist
US20090048992A1 (en) 2007-08-13 2009-02-19 Concert Technology Corporation System and method for reducing the repetitive reception of a media item recommendation
US20090049390A1 (en) * 2007-08-17 2009-02-19 Sony Computer Entertainment Inc. Methods and apparatuses for distributing content based on profile information and rating the content
US20090055376A1 (en) * 2007-08-21 2009-02-26 Yahoo! Inc. System and method for identifying similar media objects
US8275764B2 (en) 2007-08-24 2012-09-25 Google Inc. Recommending media programs based on media program popularity
US20090093300A1 (en) 2007-10-05 2009-04-09 Lutnick Howard W Game of chance processing apparatus
US20090063971A1 (en) * 2007-08-31 2009-03-05 Yahoo! Inc. Media discovery interface
US8583615B2 (en) * 2007-08-31 2013-11-12 Yahoo! Inc. System and method for generating a playlist from a mood gradient
US8239455B2 (en) 2007-09-07 2012-08-07 Siemens Aktiengesellschaft Collaborative data and knowledge integration
US8340796B2 (en) 2007-09-10 2012-12-25 Palo Alto Research Center Incorporated Digital media player and method for facilitating social music discovery and commerce
US20090076887A1 (en) 2007-09-16 2009-03-19 Nova Spivack System And Method Of Collecting Market-Related Data Via A Web-Based Networking Environment
US7769767B2 (en) 2007-09-27 2010-08-03 Domingo Enterprises, Llc System and method for filtering content on a mobile device based on contextual tagging
US20090094248A1 (en) 2007-10-03 2009-04-09 Concert Technology Corporation System and method of prioritizing the downloading of media items in a media item recommendation network
US7680699B2 (en) * 2007-10-23 2010-03-16 Mozes Oncorporated Method, system, and medium for sharing digital content and purchasing products at live performances
US7865522B2 (en) 2007-11-07 2011-01-04 Napo Enterprises, Llc System and method for hyping media recommendations in a media recommendation system
US9060034B2 (en) 2007-11-09 2015-06-16 Napo Enterprises, Llc System and method of filtering recommenders in a media item recommendation system
US20090132527A1 (en) 2007-11-20 2009-05-21 Samsung Electronics Co., Ltd. Personalized video channels on social networks
US20090177301A1 (en) 2007-12-03 2009-07-09 Codentity, Llc Scalable system and method for an integrated digital media catalog, management and reproduction system
US9224150B2 (en) 2007-12-18 2015-12-29 Napo Enterprises, Llc Identifying highly valued recommendations of users in a media recommendation network
US8396951B2 (en) 2007-12-20 2013-03-12 Napo Enterprises, Llc Method and system for populating a content repository for an internet radio service based on a recommendation network
US9734507B2 (en) 2007-12-20 2017-08-15 Napo Enterprise, Llc Method and system for simulating recommendations in a social network for an offline user
US8117193B2 (en) 2007-12-21 2012-02-14 Lemi Technology, Llc Tunersphere
US8060525B2 (en) 2007-12-21 2011-11-15 Napo Enterprises, Llc Method and system for generating media recommendations in a distributed environment based on tagging play history information with location information
US8375131B2 (en) 2007-12-21 2013-02-12 Yahoo! Inc. Media toolbar and aggregated/distributed media ecosystem
US8316015B2 (en) 2007-12-21 2012-11-20 Lemi Technology, Llc Tunersphere
US20090259621A1 (en) 2008-04-11 2009-10-15 Concert Technology Corporation Providing expected desirability information prior to sending a recommendation

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1586080A (zh) * 2001-11-16 2005-02-23 皇家飞利浦电子股份有限公司 创建用于推荐媒体内容的代理
CN101023426A (zh) * 2004-07-23 2007-08-22 联邦科学和工业研究组织 集成浏览历史和媒体播放列表的方法和系统
CN1885284A (zh) * 2005-06-24 2006-12-27 鸿富锦精密工业（深圳）有限公司 一种播放列表生成系统及方法
US20060294091A1 (en) * 2005-06-24 2006-12-28 Kuan-Hong Hsieh System and method for generating a play-list

Cited By (56)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107644367A (zh) * 2009-04-29 2018-01-30 亚马逊科技公司 根据多个用户的地址信息之间的相似性产生推荐
CN102668511B (zh) * 2009-12-15 2014-11-19 苹果公司 基于内容和位置的自组织联网
CN102668511A (zh) * 2009-12-15 2012-09-12 苹果公司 基于内容和位置的自组织联网
CN101964787B (zh) * 2010-09-17 2013-07-10 深圳市同洲电子股份有限公司 实现多终端断点续播节目的方法和装置及系统
CN101964787A (zh) * 2010-09-17 2011-02-02 深圳市同洲电子股份有限公司 实现多终端断点续播节目的方法和装置及系统
CN107256215A (zh) * 2010-10-28 2017-10-17 谷歌公司 使用媒体文件加载移动计算设备
CN102467723B (zh) * 2010-11-09 2015-12-09 索尼公司 用于在查看型社交网络中向用户提供推荐的系统和方法
CN102467723A (zh) * 2010-11-09 2012-05-23 索尼公司 用于在查看型社交网络中向用户提供推荐的系统和方法
US8984072B2 (en) 2010-11-09 2015-03-17 Sony Corporation System and method for providing recommendations to a user in a viewing social network
CN102722532B (zh) * 2012-05-18 2014-04-02 山东大学 一种基于内容和用户历史的音乐推荐算法
CN102722532A (zh) * 2012-05-18 2012-10-10 山东大学 一种基于内容和用户历史的音乐推荐算法
CN104520887A (zh) * 2012-06-29 2015-04-15 芬克数字电视指导有限责任公司 用于自动生成推荐的装置及方法
CN102890713A (zh) * 2012-09-20 2013-01-23 浙江大学 一种基于用户当前地理位置和物理环境的音乐推荐方法
CN102890713B (zh) * 2012-09-20 2015-08-12 浙江大学 一种基于用户当前地理位置和物理环境的音乐推荐方法
CN103002020A (zh) * 2012-11-15 2013-03-27 广州酷狗计算机科技有限公司 音乐共享方法及其系统
CN105190597A (zh) * 2012-12-13 2015-12-23 微软技术许可有限责任公司 基于社交的信息推荐系统
US10261759B2 (en) 2012-12-13 2019-04-16 Microsoft Technology Licensing, Llc Social-based information recommendation system
CN103686447A (zh) * 2013-12-20 2014-03-26 广东威创视讯科技股份有限公司 视频传输方法和系统
CN103686447B (zh) * 2013-12-20 2017-12-08 广东威创视讯科技股份有限公司 视频传输方法和系统
CN105960640B (zh) * 2014-02-04 2019-07-16 谷歌有限责任公司 自适应音乐和视频推荐
CN105960640A (zh) * 2014-02-04 2016-09-21 谷歌公司 自适应音乐和视频推荐
WO2015117556A1 (en) * 2014-02-07 2015-08-13 Music Technology Limited Digital media content and associated user pool apparatus and method
CN104954818A (zh) * 2014-03-27 2015-09-30 中国电信股份有限公司 调整播放列表中媒体项顺序的方法与装置
CN104954818B (zh) * 2014-03-27 2019-03-15 中国电信股份有限公司 调整播放列表中媒体项顺序的方法与装置
CN112579825B (zh) * 2014-06-20 2022-05-27 谷歌有限责任公司 显示与设备上播放的内容有关的信息
US11425469B2 (en) 2014-06-20 2022-08-23 Google Llc Methods and devices for clarifying audible video content
US11797625B2 (en) 2014-06-20 2023-10-24 Google Llc Displaying information related to spoken dialogue in content playing on a device
US11354368B2 (en) 2014-06-20 2022-06-07 Google Llc Displaying information related to spoken dialogue in content playing on a device
CN112579825A (zh) * 2014-06-20 2021-03-30 谷歌有限责任公司 显示与设备上播放的内容有关的信息
CN104239450A (zh) * 2014-09-01 2014-12-24 百度在线网络技术（北京）有限公司 搜索推荐方法和装置
CN105791334A (zh) * 2014-12-17 2016-07-20 中兴通讯股份有限公司 多媒体数据的处理方法及装置
WO2016095575A1 (zh) * 2014-12-17 2016-06-23 中兴通讯股份有限公司 多媒体数据的处理方法及装置
CN105072465A (zh) * 2015-08-27 2015-11-18 北京搜狗科技发展有限公司 一种视频播放控制方法及电子设备
US11350173B2 (en) 2015-11-19 2022-05-31 Google Llc Reminders of media content referenced in other media content
CN105654975A (zh) * 2015-12-28 2016-06-08 惠州Tcl移动通信有限公司 移动终端的音乐播放方法以及移动终端
CN108781300A (zh) * 2016-06-21 2018-11-09 谷歌有限责任公司 用于基于网络状况推荐内容的方法、系统以及介质
US10958695B2 (en) 2016-06-21 2021-03-23 Google Llc Methods, systems, and media for recommending content based on network conditions
CN107864400A (zh) * 2016-09-22 2018-03-30 青岛海尔多媒体有限公司 一种播放方法及装置
CN107885745B (zh) * 2016-09-29 2020-09-08 亿览在线网络技术（北京）有限公司 一种歌曲推荐方法及装置
CN107885745A (zh) * 2016-09-29 2018-04-06 亿览在线网络技术（北京）有限公司 一种歌曲推荐方法及装置
CN110089124A (zh) * 2016-12-19 2019-08-02 伯斯有限公司 智能预设
CN106874463A (zh) * 2017-02-13 2017-06-20 宁波诺丁汉大学 一种信息推送方法
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