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    DEMOGRAPHIC AND MEDIA PREFERENCE PREDICTION USING MEDIA CONTENT DATA ANALYSIS
    1.
    发明申请
    DEMOGRAPHIC AND MEDIA PREFERENCE PREDICTION USING MEDIA CONTENT DATA ANALYSIS 审中-公开
    使用媒体内容数据分析的人口统计学和媒体偏好预测

    公开(公告)号：WO2014151351A1

    公开(公告)日：2014-09-25

    申请号：PCT/US2014/025532

    申请日：2014-03-13

    Applicant: THE ECHO NEST CORPORATION

    Inventor： WHITMAN, Brian

    IPC: G06F17/30 ,  G06Q30/02 ,  G06Q50/00

    CPC classification number: G06F17/30867 ,  G06Q30/02 ,  G06Q50/01

    Abstract: Methods, systems and computer program products are provided for predicting data. A name or title is obtained from a taste profile. There is an index into a data set based on the name or title, and a set of terms and corresponding term weights associated with the name or title are retrieved. A sparse vector is constructed based on the set of terms and term weights. The sparse vector is input to a training model including target data. The target data includes a subset of test data which has a correspondence to a predetermined target metric of data. A respective binary value and confidence level is output for each term, corresponding to an association between the term and the target metric.

    Abstract translation: 提供方法，系统和计算机程序产品用于预测数据。 名称或称号是从味道资料中获得的。 根据名称或标题，将数据集中的索引转换成与名称或标题相关联的一组术语和相应的术语权重。 基于术语和项权重的集合构建稀疏向量。 将稀疏向量输入到包括目标数据的训练模型。 目标数据包括与数据的预定目标度量对应的测试数据子集。 对于每个项输出相应的二进制值和置信水平，对应于术语和目标度量之间的关联。

    REAL TIME MAPPING OF USER MODELS TO AN INVERTED DATA INDEX FOR RETRIEVAL, FILTERING AND RECOMMENDATION
    3.
    发明申请
    REAL TIME MAPPING OF USER MODELS TO AN INVERTED DATA INDEX FOR RETRIEVAL, FILTERING AND RECOMMENDATION 审中-公开
    将用户模型实时映射到用于检索，过滤和推荐的反转数据索引

    公开(公告)号：WO2013148853A1

    公开(公告)日：2013-10-03

    申请号：PCT/US2013/034132

    申请日：2013-03-27

    Applicant: THE ECHO NEST CORPORATION

    Inventor： WHITMAN, Brian ,  CAO, Hui ,  WILLIAMS, Tyler

    IPC: G06F17/30

    CPC classification number: G06F17/30336 ,  G06F17/3002 ,  G06F17/30029 ,  G06F17/30038 ,  G06F17/30324 ,  G06F17/30749

    Abstract: A catalog record is bridged to information stored in at least one inverted index by receiving an application user interface call associated with a predetermined filter request including a record identifier identifying a record in a relational database. A bitset is generated based on item identifiers in the record. The bitset is applied to at least one inverted index to obtain metadata associated with the item identifiers.

    Abstract translation: 通过接收与包括识别关系数据库中的记录的记录标识符的预定过滤器请求相关联的应用程序用户界面调用，将目录记录桥接到存储在至少一个反向索引中的信息。 基于记录中的项目标识符生成位组。 位组被应用于至少一个反向索引以获得与项目标识符相关联的元数据。

    TASTE PROFILE ATTRIBUTES
    4.
    发明申请
    TASTE PROFILE ATTRIBUTES 审中-公开
    品味特征属性

    公开(公告)号：WO2014144833A2

    公开(公告)日：2014-09-18

    申请号：PCT/US2014/029409

    申请日：2014-03-14

    Applicant: THE ECHO NEST CORPORATION

    Inventor： WHITMAN, Brian ,  LAMERE, Paul

    CPC classification number: G06F17/30035

    Abstract: Methods, systems and computer program products are provided for summarizing user activity associated with media content by accessing a taste profile containing a representation of media content activity corresponding to at least one of a plurality of items, generating at least one statistic corresponding to the media content activity, and generating a taste profile attribute by using the at least one statistic.

    Abstract translation: 提供方法，系统和计算机程序产品，用于通过访问包含与多个项目中的至少一个项目相对应的媒体内容活动的表示的口味简档来总结与媒体内容相关联的用户活动，生成对应于媒体内容的至少一个统计量 活动，以及通过使用所述至少一个统计量来生成品味简档属性。

    NAMED ENTITY EXTRACTION FROM A BLOCK OF TEXT
    5.
    发明申请
    NAMED ENTITY EXTRACTION FROM A BLOCK OF TEXT 审中-公开
    来自文本块的命名实体提取

    公开(公告)号：WO2013148852A1

    公开(公告)日：2013-10-03

    申请号：PCT/US2013/034130

    申请日：2013-03-27

    Applicant: THE ECHO NEST CORPORATION

    Inventor： WHITMAN, Brian ,  CAO, Hui

    IPC: G06F17/27

    CPC classification number: G06F17/2705 ,  G06F17/21 ,  G06F17/273 ,  G06F17/277 ,  G06F17/278 ,  G06F17/30011 ,  G06F17/30622 ,  G06F17/30699 ,  G06F17/30867 ,  G10L15/26

    Abstract: A data processing method, program, and apparatus for identifying a document within a block of text. A block of text is tokenized into a plurality of text tokens according to at least one rule parser. Each of the plurality of text tokens is sequentially compared to a plurality of document tokens to determine if the text token matches one of the plurality of document tokens. The plurality of document tokens correspond to a plurality of documents which have been tokenized according to the one or more rule parsers. Each matched text token is filtered according to predetermined filtering criteria to generate one or more candidate text tokens. It is then determined whether sequence of candidate text tokens that occur in sequential order within the block of text match sequence of document tokens. If so, then it is determined that the document has been identified within the block of text. The document can correspond to an artist, a song names, and misspellings and aliases thereof.

    Abstract translation: 一种用于识别文本块内的文档的数据处理方法，程序和装置。 根据至少一个规则解析器，文本块被标记化成多个文本令牌。 将多个文本令牌中的每一个顺序地与多个文档令牌进行比较，以确定文本令牌是否匹配多个文档令牌中的一个。 多个文档令牌对应于根据一个或多个规则解析器被标记化的多个文档。 根据预定的过滤标准对每个匹配的文本令牌进行过滤，以生成一个或多个候选文本令牌。 然后确定在文本块内按顺序发生的候选文本令牌的顺序是否匹配文档令牌的序列。 如果是这样，那么确定该文档已在文本块内被识别。 该文件可以对应于艺术家，歌曲名称，以及拼写错误和别名。

    DEMOGRAPHIC AND MEDIA PREFERENCE PREDICTION USING MEDIA CONTENT DATA ANALYSIS
    6.
    发明申请
    DEMOGRAPHIC AND MEDIA PREFERENCE PREDICTION USING MEDIA CONTENT DATA ANALYSIS 审中-公开
    使用媒体内容数据分析的人口统计学和媒体偏好预测

    公开(公告)号：WO2013148850A1

    公开(公告)日：2013-10-03

    申请号：PCT/US2013/034127

    申请日：2013-03-27

    Applicant: THE ECHO NEST CORPORATION

    Inventor： WHITMAN, Brian

    IPC: G06F17/30 ,  G06Q30/02

    CPC classification number: G06F17/30324 ,  G06F17/30029 ,  G06F17/30867 ,  G06Q30/02

    Abstract: Methods, systems and computer program products are provided for predicting data. A name or title is obtained from a taste profile. There is an index into a data set based on the name or title, and a set of terms and corresponding term weights associated with the name or title are retrieved. A sparse vector is constructed based on the set of terms and term weights. The sparse vector is input to a training model including target data. The target data includes a subset of test data which has a correspondence to a predetermined target metric of data. A respective binary value and confidence level is output for each term, corresponding to an association between the term and the target metric.

    Abstract translation: 提供方法，系统和计算机程序产品用于预测数据。 名称或称号是从味道资料中获得的。 根据名称或标题，将数据集中的索引转换成与名称或标题相关联的一组术语和相应的术语权重。 基于术语和项权重的集合构建稀疏向量。 将稀疏向量输入到包括目标数据的训练模型。 目标数据包括与数据的预定目标度量对应的测试数据子集。 对于每个项输出相应的二进制值和置信水平，对应于术语和目标度量之间的关联。

    CROSS MEDIA RECOMMENDATION
    7.
    发明申请
    CROSS MEDIA RECOMMENDATION 审中-公开
    跨媒体推荐

    公开(公告)号：WO2014153133A1

    公开(公告)日：2014-09-25

    申请号：PCT/US2014/029234

    申请日：2014-03-14

    Applicant: THE ECHO NEST CORPORATION

    Inventor： WHITMAN, Brian

    IPC: G06F17/30

    CPC classification number: G06F17/30572 ,  G06F17/30029 ,  G06F17/3053 ,  G06F17/30749 ,  G06F17/30761 ,  G06F17/30828 ,  G06N5/003 ,  G06N5/025 ,  G06N7/005 ,  G06N99/005

    Abstract: Methods, systems and computer program products are provided for cross-media recommendation by store a plurality of taste profiles corresponding to a first domain and a plurality of media item vectors corresponding to a second domain. An evaluation taste profile in the first domain is applied to a plurality of models that have been generated based on relationship among the plurality of taste profiles and the plurality of media item vectors, and obtain a plurality of resulting codes corresponding to at least one of the plurality of media item vectors in the second domain.

    Abstract translation: 提供了用于跨媒体推荐的方法，系统和计算机程序产品，其存储对应于第一域的多个口味简档和对应于第二域的多个媒体项目向量。 将第一域中的评价风格简档应用于已经基于多个品味简档和多个媒体项目向量之间的关系生成的多个模型，并且获得与至少一个 第二域中的多个媒体项目向量。

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