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    • 4. 发明授权
    • Method for organizing large numbers of documents
    • 组织大量文件的方法
    • US08825673B2
    • 2014-09-02
    • US12667664
    • 2008-07-02
    • Yiftach RavidAmir Milo
    • Yiftach RavidAmir Milo
    • G06F17/30G06F17/22H04L12/58
    • G06K9/00483G06F17/2211G06F17/30011G06F17/30554G06F17/30598G06F17/30705G06K9/00469H04L51/16
    • A computer product including a data structure for organizing of a plurality of documents, and capable of being utilized by a processor for manipulating data of the data structure and capable of displaying selected data on a display unit. The data structure includes a plurality of directionally interlinked nodes, each node being associated with one or more documents having a header and body text. All the documents are associated with a given node and have identical normalized body text. All documents that have identical normalized body text are associated with the same node. One or more of the nodes is associated with more than one document. For any node that is a descendent of another node, the normalized body text of each document associated with the node is inclusive of the normalized body text of a document that is associated with the other node.
    • 一种计算机产品,包括用于组织多个文档的数据结构,并且能够被处理器用于操纵数据结构的数据并且能够在显示单元上显示所选择的数据。 数据结构包括多个定向互连的节点,每个节点与一个或多个具有头部和正文的文档相关联。 所有文档都与给定节点相关联,并具有相同的标准化正文。 具有相同标准化正文的所有文档都与同一个节点相关联。 一个或多个节点与多个文档相关联。 对于作为另一个节点的后代的任何节点,与节点相关联的每个文档的标准化主体文本包括与另一个节点相关联的文档的标准化主体文本。
    • 5. 发明授权
    • System for enhancing expert-based computerized analysis of a set of digital documents and methods useful in conjunction therewith
    • 用于加强与一起有用的一组数字文档和方法的基于专家的计算机化分析的系统
    • US08533194B1
    • 2013-09-10
    • US13161087
    • 2011-06-15
    • Yiftach RavidTal Sterenzy
    • Yiftach RavidTal Sterenzy
    • G06F7/00
    • G06N99/005
    • An electronic document analysis method using a processor for analyzing N electronic documents, the method comprising providing a set of control electronic documents from among the electronic N documents; and using the set of control electronic documents and a processor to evaluate at least one aspect of a computerized text-classifier based electronic document categorization process performed on the N documents including computation of at least one statistic; wherein providing includes providing an initial set of control electronic documents; computing, using a processor, an estimated validation level of the at least one statistic assuming the initial set is used, and comparing the estimated validation level to a desired validation level, using a processor, and enlarging the initial set of control electronic documents if the estimated validation level falls below the desired validation level.
    • 一种使用处理器分析N个电子文档的电子文档分析方法,所述方法包括从所述电子N文档中提供一组控制电子文档; 以及使用所述一组控制电子文档和处理器来评估对所述N个文档执行的基于计算机化文本分类器的电子文档分类过程的至少一个方面,包括至少一个统计量的计算; 其中提供包括提供一组初始控制电子文档; 使用处理器来计算假设使用初始集合的至少一个统计量的估计验证级别,并且使用处理器将估计的验证级别与期望的验证级别进行比较,并且如果所述控制电子文档的初始集合放大 估计验证水平低于期望的验证水平。
    • 6. 发明授权
    • Method for determining near duplicate data objects
    • 确定近重复数据对象的方法
    • US08015124B2
    • 2011-09-06
    • US11572441
    • 2005-07-07
    • Amir MiloYiftach Ravid
    • Amir MiloYiftach Ravid
    • G06F15/18
    • G06F17/30705G06F17/2211
    • A system for determining that a document B is a candidate for near duplicate to a document A with a given similarity level th. The system includes a storage for providing two different functions on the documents, each function having a numeric function value. The system further includes a processor associated with the storage and configured to determine that the document B is a candidate for near duplicate to the document A, if a condition is met. The condition includes: for any function ƒi from among the two functions, ƒi(A)−ƒi(B)≦δi(ƒ,A,th).
    • 用于确定文档B是具有给定相似度级别th的与文档A近似重复的候选的系统。 该系统包括用于在文档上提供两个不同功能的存储器,每个功能具有数字功能值。 该系统还包括与存储器相关联的处理器,并且被配置为如果满足条件,则确定文档B是与文档A近似重复的候选者。 条件包括:对于两个函数中的任何函数ƒi,ƒi(A)-fi(B)≦̸δi(ƒ,A,th)。
    • 7. 发明申请
    • METHOD FOR ORGANIZING LARGE NUMBERS OF DOCUMENTS
    • 组织大量文件编号的方法
    • US20100287466A1
    • 2010-11-11
    • US12839976
    • 2010-07-20
    • Yiftach RAVIDAmir Milo
    • Yiftach RAVIDAmir Milo
    • G06F17/21G06F17/30
    • G06K9/00483G06F17/2211G06F17/30011G06F17/30554G06F17/30598G06F17/30705G06K9/00469H04L51/16
    • A computer product including a data structure for organizing of a plurality of documents, and capable of being utilized by a processor for manipulating data of the data structure and capable of displaying selected data on a display unit. The data structure includes a plurality of directionally interlinked nodes, each node being associated with one or more documents having a header and body text. All the documents are associated with a given node and have identical normalized body text. All documents that have identical normalized body text are associated with the same node. One or more of the nodes is associated with more than one document. For any node that is a descendent of another node, the normalized body text of each document associated with the node is inclusive of the normalized body text of a document that is associated with the other node.
    • 一种计算机产品,包括用于组织多个文档的数据结构,并且能够被处理器用于操纵数据结构的数据并且能够在显示单元上显示所选择的数据。 数据结构包括多个定向互连的节点,每个节点与一个或多个具有头部和正文的文档相关联。 所有文档都与给定节点相关联,并具有相同的标准化正文。 具有相同标准化正文的所有文档都与同一个节点相关联。 一个或多个节点与多个文档相关联。 对于作为另一个节点的后代的任何节点,与节点相关联的每个文档的标准化正文文本包括与另一个节点相关联的文档的标准化正文文本。
    • 8. 发明申请
    • Method for Organizing Large Numbers of Documents
    • 组织大量文件的方法
    • US20090012984A1
    • 2009-01-08
    • US11968433
    • 2008-01-02
    • Yiftach RAVIDAmir MILO
    • Yiftach RAVIDAmir MILO
    • G06F17/30
    • G06K9/00483G06F16/248G06F16/285G06F16/35G06F16/93G06F17/2211G06K9/00469H04L51/16
    • A computer product including a data structure for organizing of a plurality of documents, and capable of being utilized by a processor for manipulating data of the data structure and capable of displaying selected data on a display unit. The data structure includes a plurality of directionally interlinked nodes, each node being associated with one or more documents having a header and body text. All the documents are associated with a given node and have identical normalized body text. All documents that have identical normalized body text are associated with the same node. One or more of the nodes is associated with more than one document. For any node that is a descendent of another node, the normalized body text of each document associated with the node is inclusive of the normalized body text of a document that is associated with the other node.
    • 一种计算机产品,包括用于组织多个文档的数据结构,并且能够被处理器用于操纵数据结构的数据并且能够在显示单元上显示所选择的数据。 数据结构包括多个定向互连的节点,每个节点与一个或多个具有头部和正文的文档相关联。 所有文档都与给定节点相关联,并具有相同的标准化正文。 具有相同标准化正文的所有文档都与同一个节点相关联。 一个或多个节点与多个文档相关联。 对于作为另一个节点的后代的任何节点,与节点相关联的每个文档的标准化主体文本包括与另一个节点相关联的文档的标准化主体文本。
    • 9. 发明授权
    • Method for organizing large numbers of documents
    • 组织大量文件的方法
    • US08938461B2
    • 2015-01-20
    • US12839976
    • 2010-07-20
    • Yiftach RavidAmir Milo
    • Yiftach RavidAmir Milo
    • G06F17/30G06F17/22H04L12/58
    • G06K9/00483G06F17/2211G06F17/30011G06F17/30554G06F17/30598G06F17/30705G06K9/00469H04L51/16
    • A computer product including a data structure for organizing of a plurality of documents, and capable of being utilized by a processor for manipulating data of the data structure and capable of displaying selected data on a display unit. The data structure includes a plurality of directionally interlinked nodes, each node being associated with one or more documents having a header and body text. All the documents are associated with a given node and have identical normalized body text. All documents that have identical normalized body text are associated with the same node. One or more of the nodes is associated with more than one document. For any node that is a descendent of another node, the normalized body text of each document associated with the node is inclusive of the normalized body text of a document that is associated with the other node.
    • 一种计算机产品,包括用于组织多个文档的数据结构,并且能够被处理器用于操纵数据结构的数据并且能够在显示单元上显示所选择的数据。 数据结构包括多个定向互连的节点,每个节点与一个或多个具有头部和正文的文档相关联。 所有文档都与给定节点相关联,并具有相同的标准化正文。 具有相同标准化正文的所有文档都与同一个节点相关联。 一个或多个节点与多个文档相关联。 对于作为另一个节点的后代的任何节点,与节点相关联的每个文档的标准化正文文本包括与另一个节点相关联的文档的标准化正文文本。
    • 10. 发明申请
    • SYSTEM AND METHOD FOR COMPUTERIZED BATCHING OF HUGE POPULATIONS OF ELECTRONIC DOCUMENTS
    • 电子文件大批量电脑化计费系统与方法
    • US20140046942A1
    • 2014-02-13
    • US13569752
    • 2012-08-08
    • Yiftach RAVID
    • Yiftach RAVID
    • G06F17/30
    • G06F17/30598G06F17/30011G06F17/3071
    • A method for computerized batching of huge populations of electronic documents, including computerized assignment of electronic documents into at least one sequence of electronic document batches such that each document is assigned to a batch in the sequence of batches and such that there is no conflict between batching requirements, the following batching requirements being maintained by a suitably programmed processor: a. pre-defined subsets of documents are always kept together in the same batch, b. batches are equal in size, c. the population is partitioned into clusters, and all documents in any given batch belong to a single cluster rather than to two or more clusters.
    • 一种用于对大量电子文件进行计算机批量化的方法,包括将电子文档计算机化分成至少一个电子文档批次序列,使得每个文档按批次分配给批次,并且使得批处理之间不存在冲突 要求,以下配料要求由适当编程的处理器维护:a。 预定义的文件子集始终保持在同一批次中,b。 批次大小相等,c。 人口被划分成群集,任何给定批处理中的所有文档属于单个群集,而不是两个或更多个群集。