公开(公告)号：US20120303637A1

公开(公告)日：2012-11-29

申请号：US13113110

申请日：2011-05-23

申请人： David Carmel ,  Ido Guy ,  Yosi Mass ,  Haggai Roitman ,  Erel Uziel

发明人： David Carmel ,  Ido Guy ,  Yosi Mass ,  Haggai Roitman ,  Erel Uziel

IPC分类号： G06F17/30 ,  G06F7/00

CPC分类号： G06F17/30616 ,  G06F17/241 ,  G06F17/30722

摘要： Method, system, and computer program product for automatic generation of a word-cloud for a content item are provided. The method includes: extracting terms from a content item using statistical selection criteria; weighting a term by a probability that the term is used as a tag; and generating a visual representation of terms with enhanced representation of terms according to the weighting. Weighting a term by a probability that the term is used as a tag may include determining the relative frequency of the term in a folksonomy of tag terms for a domain.

摘要翻译： 提供了用于自动生成内容项的单词云的方法，系统和计算机程序产品。 该方法包括：使用统计选择标准从内容项提取术语; 以术语用作标签的概率加权项; 以及根据加权产生具有增强的术语表示的术语的视觉表示。 以术语用作标签的概率来加权术语可以包括确定域的标签术语的民间学习中术语的相对频率。

公开(公告)号：US08892554B2

公开(公告)日：2014-11-18

申请号：US13113110

申请日：2011-05-23

申请人： David Carmel ,  Ido Guy ,  Yosi Mass ,  Haggai Roitman ,  Erel Uziel

发明人： David Carmel ,  Ido Guy ,  Yosi Mass ,  Haggai Roitman ,  Erel Uziel

IPC分类号： G06F17/30 ,  G06F7/00 ,  G06F17/24

CPC分类号： G06F17/30616 ,  G06F17/241 ,  G06F17/30722

摘要： Method, system, and computer program product for automatic generation of a word-cloud for a content item are provided. The method includes: extracting terms from a content item using statistical selection criteria; weighting a term by a probability that the term is used as a tag; and generating a visual representation of terms with enhanced representation of terms according to the weighting. Weighting a term by a probability that the term is used as a tag may include determining the relative frequency of the term in a folksonomy of tag terms for a domain.

摘要翻译： 提供了用于自动生成内容项的单词云的方法，系统和计算机程序产品。 该方法包括：使用统计选择标准从内容项提取术语; 以术语用作标签的概率加权项; 以及根据加权产生具有增强的术语表示的术语的视觉表示。 以术语用作标签的概率来加权术语可以包括确定域的标签术语的民间学习中术语的相对频率。

公开(公告)号：US09105036B2

公开(公告)日：2015-08-11

申请号：US13609302

申请日：2012-09-11

申请人： Yosi Mass ,  Haggai Roitman

发明人： Yosi Mass ,  Haggai Roitman

IPC分类号： G06T11/20 ,  G06Q30/00 ,  G06Q30/02

CPC分类号： G06Q30/02

摘要： Method, system, and computer program product are provided for visualization of user sentiment for one or more product features. The method may include: providing one or more product image templates, a product image template having a location representing a product feature; obtaining an aggregated sentiment score for a product feature from user generated content; mapping the aggregated sentiment score to a score visualization on a visualization scale; and representing the location in the product image template relating to the product feature with the score visualization for the aggregated sentiment score to provide a visualization of the product. The method may also include: collecting one or more text expressions from user generated content relating to a product feature; representing one or more text expressions in relation to the product feature in the product image template.

摘要翻译： 提供方法，系统和计算机程序产品，用于可视化一个或多个产品功能的用户情绪。 该方法可以包括：提供一个或多个产品图像模板，具有表示产品特征的位置的产品图像模板; 从用户生成的内容中获取产品功能的聚合情绪分数; 将综合情绪评分映射到可视化尺度上的分数可视化; 并且将与产品特征相关的产品图像模板中的位置用聚合情绪评分的得分可视化来表示，以提供产品的可视化。 该方法还可以包括：从与产品特征相关的用户生成的内容收集一个或多个文本表达; 表示与产品图像模板中的产品功能相关的一个或多个文本表达式。

公开(公告)号：US20140071134A1

公开(公告)日：2014-03-13

申请号：US13609302

申请日：2012-09-11

申请人： Yosi Mass ,  Haggai Roitman

发明人： Yosi Mass ,  Haggai Roitman

IPC分类号： G06T11/20

CPC分类号： G06Q30/02

摘要： Method, system, and computer program product are provided for visualization of user sentiment for one or more product features. The method may include: providing one or more product image templates, a product image template having a location representing a product feature; obtaining an aggregated sentiment score for a product feature from user generated content; mapping the aggregated sentiment score to a score visualization on a visualization scale; and representing the location in the product image template relating to the product feature with the score visualization for the aggregated sentiment score to provide a visualization of the product. The method may also include: collecting one or more text expressions from user generated content relating to a product feature; representing one or more text expressions in relation to the product feature in the product image template.

摘要翻译： 提供方法，系统和计算机程序产品，用于可视化一个或多个产品功能的用户情绪。 该方法可以包括：提供一个或多个产品图像模板，具有表示产品特征的位置的产品图像模板; 从用户生成的内容中获取产品功能的聚合情绪分数; 将综合情绪评分映射到可视化尺度上的分数可视化; 并且将与产品特征相关的产品图像模板中的位置用聚合情绪评分的得分可视化来表示，以提供产品的可视化。 该方法还可以包括：从与产品特征相关的用户生成的内容收集一个或多个文本表达; 表示与产品图像模板中的产品功能相关的一个或多个文本表达式。

公开(公告)号：US07139752B2

公开(公告)日：2006-11-21

申请号：US10449409

申请日：2003-05-30

申请人： Andrei Z Broder ,  David Carmel ,  Arthur C Ciccolo ,  David Ferrucci ,  Yoelle Maarek ,  Yosi Mass ,  Aya Soffer ,  Wlodek W Zadrozny

发明人： Andrei Z Broder ,  David Carmel ,  Arthur C Ciccolo ,  David Ferrucci ,  Yoelle Maarek ,  Yosi Mass ,  Aya Soffer ,  Wlodek W Zadrozny

IPC分类号： G06F17/30

CPC分类号： G06F17/30616 ,  G06F17/30684 ,  Y10S707/99934 ,  Y10S707/99935

摘要： Disclosed is a system architecture, components and a searching technique for an Unstructured Information Management System (UIMS). The UIMS may be provided as middleware for the effective management and interchange of unstructured information over a wide array of information sources. The architecture generally includes a search engine, data storage, analysis engines containing pipelined document annotators and various adapters. The searching technique makes use of a two-level searching technique. Also disclosed is system, method and computer program product to process document data. The method includes inputting a document and operating at least one text analysis engine that comprises a plurality of coupled annotators for tokenizing document data for identifying and annotating a particular type of semantic content. Operating the at least one text analysis engine generates a plurality of views of a document, where each of the plurality of views are derived from a different tokenization of the document. The method further includes storing the plurality of views in a common data structure associated with the document.

摘要翻译： 公开了一种用于非结构化信息管理系统（UIMS）的系统架构，组件和搜索技术。 UIMS可以作为中间件提供，用于通过广泛的信息源有效地管理和交换非结构化信息。 该架构通常包括搜索引擎，数据存储，包含流水线文档注释器和各种适配器的分析引擎。 搜索技术利用了两级搜索技术。 还公开了处理文档数据的系统，方法和计算机程序产品。 所述方法包括输入文档并操作至少一个文本分析引擎，所述文本分析引擎包括多个耦合的注释器，用于标记文档数据以识别和注释特定类型的语义内容。 操作至少一个文本分析引擎生成文档的多个视图，其中多个视图中的每个视图是从文档的不同标记化导出的。 该方法还包括将多个视图存储在与文档相关联的公共数据结构中。

公开(公告)号：US20090030894A1

公开(公告)日：2009-01-29

申请号：US12140282

申请日：2008-06-17

申请人： Jonathan Joseph Mamou ,  Yosi Mass

发明人： Jonathan Joseph Mamou ,  Yosi Mass

IPC分类号： G06F7/06

CPC分类号： G06F17/30681 ,  G10L15/26

摘要： A method and system are provided of spoken document retrieval using multiple search transcription indices. The method includes receiving a query input formed of one or more query terms and determining a type of a query term, wherein a type includes a term in a speech recognition vocabulary or a term not in a speech recognition vocabulary. One or more indices of search transcriptions are selected for searching the query term based on the type of the query term. The one or more indices are generated using different speech transcription methods. The results for the query term are scored by the one or more indices and the results of the one or more indices for the query term are merged. The results of the one or more query terms are then merged to provide the results for the query.

摘要翻译： 提供使用多个搜索转录指数的口头文档检索的方法和系统。 该方法包括接收由一个或多个查询项形成的查询输入并确定查询项的类型，其中类型包括语音识别词汇中的术语或不在语音识别词汇中的术语。 选择一个或多个搜索转录索引用于基于查询项的类型来搜索查询项。 使用不同的语音转录方法生成一个或多个索引。 查询项的结果由一个或多个索引进行评分，并且合并查询项的一个或多个索引的结果。 然后合并一个或多个查询项的结果以提供查询的结果。

公开(公告)号：US09087111B2

公开(公告)日：2015-07-21

申请号：US13612698

申请日：2012-09-12

申请人： Yosi Mass ,  Michal Shmueli-Scheuer

发明人： Yosi Mass ,  Michal Shmueli-Scheuer

IPC分类号： G06K9/46 ,  G06F17/30 ,  G06F11/14

CPC分类号： G06F17/30563 ,  G06F11/1471 ,  G06F17/30265 ,  G06F17/30569 ,  G06F2201/84 ,  G06K9/46

摘要： Personalized tag ranking of images, including identifying within a reference image collection any images that are similar to an input image, identifying within a source image collection any images that have associated tags that are similar to a set of input tags associated with the input image, identifying among the images identified in the reference image collection any images that are similar to the images identified in the source image collection, and calculating a weight for each of a plurality of tag pairs, where each of the tags in each of the tag pairs is associated with a different subset of the images in the reference image collection identified as being similar to the images identified in the source image collection, and ranking the input tags of the input image in accordance with a predefined ranking function as applied to the tag pair weights.

摘要翻译： 图像的个性化标签排名，包括在参考图像集合内识别与输入图像相似的任何图像，在源图像集合内识别具有与输入图像相关联的一组输入标签相关联的标签的任何图像， 在参考图像集合中识别的图像中识别与源图像集合中识别的图像相似的图像，以及计算多个标签对中的每一个的权重，其中每个标签对中的每个标签是 与参考图像集合中的图像的不同子集相关联，被识别为类似于在源图像集合中识别的图像，并且根据应用于标签对权重的预定义排序函数对输入图像的输入标签进行排序 。

公开(公告)号：US08559731B2

公开(公告)日：2013-10-15

申请号：US12688978

申请日：2010-01-18

申请人： Yosi Mass ,  Michal Shmueli-Scheuer

发明人： Yosi Mass ,  Michal Shmueli-Scheuer

IPC分类号： G06K9/64

CPC分类号： G06F17/30563 ,  G06F11/1471 ,  G06F17/30265 ,  G06F17/30569 ,  G06F2201/84 ,  G06K9/46

摘要： Personalized tag ranking of images, including identifying within a reference image collection any images that are similar to an input image, identifying within a source image collection any images that have associated tags that are similar to a set of input tags associated with the input image, identifying among the images identified in the reference image collection any images that are similar to the images identified in the source image collection, and calculating a weight for each of a plurality of tag pairs, where each of the tags in each of the tag pairs is associated with a different subset of the images in the reference image collection identified as being similar to the images identified in the source image collection, and ranking the input tags of the input image in accordance with a predefined ranking function as applied to the tag pair weights.

公开(公告)号：US20130016916A1

公开(公告)日：2013-01-17

申请号：US13612698

申请日：2012-09-12

申请人： Yosi Mass ,  Michael Shmueli-Scheuer

发明人： Yosi Mass ,  Michael Shmueli-Scheuer

IPC分类号： G06K9/68

CPC分类号： G06F17/30563 ,  G06F11/1471 ,  G06F17/30265 ,  G06F17/30569 ,  G06F2201/84 ,  G06K9/46

摘要： Personalized tag ranking of images, including identifying within a reference image collection any images that are similar to an input image, identifying within a source image collection any images that have associated tags that are similar to a set of input tags associated with the input image, identifying among the images identified in the reference image collection any images that are similar to the images identified in the source image collection, and calculating a weight for each of a plurality of tag pairs, where each of the tags in each of the tag pairs is associated with a different subset of the images in the reference image collection identified as being similar to the images identified in the source image collection, and ranking the input tags of the input image in accordance with a predefined ranking function as applied to the tag pair weights.

摘要翻译： 图像的个性化标签排名，包括在参考图像集合内识别与输入图像相似的任何图像，在源图像集合内识别具有与输入图像相关联的一组输入标签相关联的标签的任何图像， 在参考图像集合中识别的图像中识别与源图像集合中识别的图像相似的图像，以及计算多个标签对中的每一个的权重，其中每个标签对中的每个标签是 与参考图像集合中的图像的不同子集相关联，被识别为类似于在源图像集合中识别的图像，并且根据应用于标签对权重的预定义排序函数对输入图像的输入标签进行排序 。

公开(公告)号：US09405823B2

公开(公告)日：2016-08-02

申请号：US12140282

申请日：2008-06-17

申请人： Jonathan Joseph Mamou ,  Yosi Mass

发明人： Jonathan Joseph Mamou ,  Yosi Mass

IPC分类号： G06F17/30 ,  G10L15/26

CPC分类号： G06F17/30681 ,  G10L15/26

摘要： A method and system are provided of spoken document retrieval using multiple search transcription indices. The method includes receiving a query input formed of one or more query terms and determining a type of a query term, wherein a type includes a term in a speech recognition vocabulary or a term not in a speech recognition vocabulary. One or more indices of search transcriptions are selected for searching the query term based on the type of the query term. The one or more indices are generated using different speech transcription methods. The results for the query term are scored by the one or more indices and the results of the one or more indices for the query term are merged. The results of the one or more query terms are then merged to provide the results for the query.

摘要翻译： 提供使用多个搜索转录指数的口头文档检索的方法和系统。 该方法包括接收由一个或多个查询项形成的查询输入并确定查询项的类型，其中类型包括语音识别词汇中的术语或不在语音识别词汇中的术语。 选择一个或多个搜索转录索引用于基于查询项的类型来搜索查询项。 使用不同的语音转录方法生成一个或多个索引。 查询项的结果由一个或多个索引进行评分，并且合并查询项的一个或多个索引的结果。 然后合并一个或多个查询项的结果以提供查询的结果。