公开(公告)号：US20160142273A1

公开(公告)日：2016-05-19

申请号：US14926675

申请日：2015-10-29

Applicant: Verint Systems Ltd.

Inventor： Itsik Horovitz

IPC: H04L12/26

Abstract: Methods and systems for analyzing network traffic. An analysis system receives network traffic, which complies with a certain protocol. The received network traffic carries a data item, which may be of value to an analyst. In order to access the data item in question, the analysis system automatically identifies the media type of the data item, by processing the network traffic without decoding the protocol. The analysis system identifies the media type irrespective of the protocol in order to avoid the computational complexity involved in decoding the protocol.

Abstract translation: 分析网络流量的方法和系统。 分析系统接收符合特定协议的网络流量。 接收到的网络流量携带数据项，这对分析者来说可能是有价值的。 为了访问所讨论的数据项，分析系统通过处理网络流量而不解码协议来自动识别数据项的媒体类型。 分析系统识别媒体类型而不考虑协议，以避免解码协议时涉及的计算复杂度。

公开(公告)号：US20160028631A1

公开(公告)日：2016-01-28

申请号：US14807808

申请日：2015-07-23

Applicant: Verint Systems Ltd.

Inventor： Yitshak Yishay

IPC: H04L12/743 ,  H04L29/12

CPC classification number: H04L45/7453 ,  H04L61/1552 ,  H04L61/2007 ,  H04L61/35

Abstract: Methods and systems for range matching. The system holds a definition of one or more ranges of Internet Protocol (IP) addresses. The definition may specify any desired number of ranges of any suitable size, and some ranges may overlap one another or be contained in one another. The definition may also specify certain returned values and/or relative priorities for the various ranges. In a pre-processing phase, a hash table that is subsequently queried with addresses to be range-matched. The hash table may be updated at run-time. During operation, the system receives addresses (e.g., extracts addresses from monitored communication traffic) and identifies by querying the hash table, for each address, whether the address falls within any of the ranges.

Abstract translation: 范围匹配的方法和系统。 该系统保存一个或多个互联网协议（IP）地址范围的定义。 定义可以指定任何合适尺寸的任何期望数量的范围，并且一些范围可以彼此重叠或彼此包含。 定义还可以指定各种范围的某些返回值和/或相对优先级。 在预处理阶段中，随后查询要与范围匹配的地址的哈希表。 散列表可能会在运行时更新。 在操作期间，系统接收地址（例如，从监视的通信业务提取地址），并通过查询散列表来识别每个地址，地址是否在任何范围内。

公开(公告)号：US20160019885A1

公开(公告)日：2016-01-21

申请号：US14801761

申请日：2015-07-16

Applicant: Verint Systems Ltd.

Inventor： Roni Romano ,  Galia Zacay ,  Rahm Fehr

IPC: G10L15/06 ,  G10L15/26 ,  G06F17/24 ,  G06F17/28 ,  G06F17/27

CPC classification number: G06F17/214

Abstract: Machine learning-based methods to improve the knowledge extraction process in a specific domain or business environment, and then provides that extracted knowledge in a word cloud user interface display capable of summarizing and conveying a vast amount of information to a user very quickly. Based on the self-training mechanism developed by the inventors, the ontology programming automatically trains itself to understand the domain or environment of the communication data by processing and analyzing a defined corpus of communication data. The developed ontology can be applied to process a dataset of communication information to create a word cloud that can provide a quick view into the content of the dataset, including information about the language used by participants in the communications, such as identifying for a user key phrases and terms, the frequency of those phrases, the originator of the terms of phrases, and the confidence levels of such identifications.

Abstract translation: 基于机器学习的方法来改进特定领域或业务环境中的知识提取过程，然后将提取的知识提供给能够快速总结和传送大量信息的单词云用户界面显示。 基于发明人开发的自我训练机制​​，通过处理和分析定义的通信数据语料库，本体编程自动训练自己来了解通信数据的领域或环境。 开发的本体可以应用于处理通信信息的数据集以创建可以提供对数据集的内容的快速观看的词云，包括关于通信中的参与者使用的语言的信息，诸如识别用户密钥 短语和术语，这些短语的频率，短语条款的发起者​​以及这种识别的置信水平。

公开(公告)号：US09232063B2

公开(公告)日：2016-01-05

申请号：US14529101

申请日：2014-10-30

Applicant: Verint Systems Ltd.

Inventor： Roni Romano ,  Rahm Fehr

IPC: H04M3/00 ,  H04M5/00 ,  H04M3/51 ,  H04M3/42 ,  H04M3/22

CPC classification number: G06F17/271 ,  G06F17/2785 ,  G06N5/022 ,  G06N99/005 ,  H04M3/2218 ,  H04M3/42221 ,  H04M3/5175 ,  H04M3/5183 ,  H04M2203/2038

Abstract: The disclosed solution uses machine learning-based methods to improve the knowledge extraction process in a specific domain or business environment. By formulizing a specific company's internal knowledge and terminology, the ontology programming accounts for linguistic meaning to surface relevant and important content for analysis. Based on the self-training mechanism developed by the inventors, the ontology programming automatically trains itself to understand the business environment by processing and analyzing a defined corpus of communication data. For example, the disclosed ontology programming adapts to the language used in a specific domain, including linguistic patterns and properties, such as word order, relationships between terms, and syntactical variations. The disclosed system and method further relates to leveraging the ontology to assess a dataset and conduct a funnel analysis to identify patterns, or sequences of events, in the dataset.

Abstract translation: 所公开的解决方案使用基于机器学习的方法来改进特定域或业务环境中的知识提取过程。 通过制定具体公司的内部知识和术语，本体论规划将语言意义表达出来，用于分析相关和重要的内容。 基于发明人开发的自我训练机制​​，本体编程通过处理和分析定义的通信数据语料库自动训练自己来了解业务环境。 例如，所公开的本体编程适应于特定领域中使用的语言，包括语言模式和属性，例如单词顺序，术语之间的关系和语法变体。 所公开的系统和方法还涉及利用本体来评估数据集并进行漏斗分析以识别数据集中的模式或事件序列。

公开(公告)号：US20150310372A1

公开(公告)日：2015-10-29

申请号：US14677423

申请日：2015-04-02

Applicant: Verint Systems Ltd.

Inventor： Oren Golan ,  Gadi Zimerman ,  Zvi Figov ,  Ofer Waisman ,  Elad Falckovitch ,  Doron Yankovitch

IPC: G06Q10/06

CPC classification number: G06Q10/06393

Abstract: Currently, systems for assessing traffic, such as retail traffic, only output counting results in numeric measures. Current systems do not assess problems and/or provide solutions to problems using traffic analysis methods or applications. The present disclosure is directed to methods, systems and media for applying retail traffic analysis statistics to provide actionable intelligence, such as solutions to particular inquiries or problems.

Abstract translation: 目前，用于评估流量的系统，如零售流量，仅输出计数结果就可以进行数字测量。 当前的系统不会使用流量分析方法或应用程序评估问题和/或提供解决问题的方法。 本公开涉及用于应用零售流量分析统计以提供可操作的智能的方法，系统和媒体，例如特定查询或问题的解决方案。

公开(公告)号：US20150310014A1

公开(公告)日：2015-10-29

申请号：US14263108

申请日：2014-04-28

Applicant: Verint Systems Ltd.

Inventor： Yitshak Yishay

IPC: G06F17/30

CPC classification number: H04L47/20 ,  G06F17/30864 ,  G06F17/30985 ,  G06N5/047 ,  H04L43/18 ,  H04L47/2483

Abstract: Methods and systems for keyword spotting, i.e., for identifying textual phrases of interest in input data. The input data may be communication packets exchanged in a communication network. A keyword spotting system holds a dictionary (or dictionaries) of textual phrases for searching input data. The input data and the patterns are assigned to multiple different pattern matching algorithms. For example, a share of the traffic is handled by one algorithm and smaller traffic shares may be handled by the others. The system monitors the algorithms performance as they process the data to search for a match. The ratio of traffic splitting among the algorithms is dynamically reassigned or adjusted to maximize the overall performance.

Abstract translation: 用于关键字识别的方法和系统，即用于识别输入数据中感兴趣的文本短语。 输入数据可以是在通信网络中交换的通信分组。 关键字发现系统包含用于搜索输入数据的文本短语的字典（或词典）。 将输入数据和模式分配给多个不同的模式匹配算法。 例如，流量的一部分由一种算法处理，较小的流量份额可由其他算法来处理。 系统在处理数据以搜索匹配时监视算法性能。 动态重新分配或调整算法中流量分配的比例，以最大化整体性能。

公开(公告)号：US20150215429A1

公开(公告)日：2015-07-30

申请号：US14604141

申请日：2015-01-23

Applicant: Verint Systems Ltd.

Inventor： Ofer Weisblum ,  Jack Zeitune ,  Sofia Zilberman ,  Ruth Franco

IPC: H04L29/08 ,  H04L12/26

CPC classification number: H04L43/18 ,  H04L43/04 ,  H04L67/22

Abstract: Systems and methods for extracting identifiers from traffic of an unknown protocol are provided herein. An example method can include receiving communication traffic transferred over a communication network in accordance with a communication network. A data item that matches a predefined pattern can be identified in the communication traffic, irrespective of the communication protocol. The identified data item can then be extracted from the communication traffic.

Abstract translation: 本文提供了用于从未知协议的业务中提取标识符的系统和方法。 示例性方法可以包括根据通信网络接收通过通信网络传送的通信业务。 可以在通信业务中识别与预定义模式匹配的数据项，而与通信协议无关。 然后可以从通信业务中提取所识别的数据项。

公开(公告)号：US20150179174A1

公开(公告)日：2015-06-25

申请号：US14594570

申请日：2015-01-12

Applicant: Verint Systems Ltd.

Inventor： Michael Brand

IPC: G10L15/26

CPC classification number: G10L15/26 ,  G10L15/1815

Abstract: A method of operating a speech processing system is provided. The method includes translating a portion of a speech record into a plurality of possible words associated with a plurality of contexts, and determining a plurality of correctness values based on a plurality of probabilities that each of the plurality of possible words is correct for each of the plurality of contexts. The method also includes determining which of the plurality of possible words is a correct translation of the portion of the speech record based on the plurality of correctness values.

Abstract translation: 提供了一种操作语音处理系统的方法。 该方法包括将语音记录的一部分翻译为与多个上下文相关联的多个可能单词，以及基于多个概率来确定多个正确性值，所述多个概率中的每个可能单词对于 多个上下文。 该方法还包括基于多个正确性值确定多个可能单词中的哪一个是语音记录的部分的正确翻译。

公开(公告)号：US20150134768A1

公开(公告)日：2015-05-14

申请号：US14527894

申请日：2014-10-30

Applicant: Verint Systems Ltd.

Inventor： Itshak Yishai ,  Eithan Goldfarb

IPC: H04L29/08 ,  H04L12/26

CPC classification number: H04L67/2842 ,  G06F12/0813 ,  G06F2212/154 ,  G06F2212/60 ,  G06F2212/62 ,  H04L43/062 ,  H04L63/1408 ,  H04L63/1416 ,  H04L67/02 ,  H04L67/22

Abstract: Embodiments that are described herein provide improved methods and systems for analyzing network traffic. The disclosed embodiments enable an analytics system to perform complex processing to only new, first occurrences of received content, while refraining from processing duplicate instances of that content. In a typical embodiment, the analytics results regarding the first occurring content are reported and cached in association with the content. For any duplicate instance of the content, the analytics results are retrieved from the cache without re-processing of the duplicate content. When using the disclosed techniques, the system still processes all first occurring content but not duplicate instances of content that was previously received and processed. In the embodiments described herein, input data comprises communication packets exchanged in a communication network.

Abstract translation: 这里描述的实施例提供了用于分析网络业务的改进的方法和系统。 所公开的实施例使得分析系统能够仅对新的第一次接收到的内容进行复杂处理，同时避免处理该内容的重复实例。 在典型的实施例中，关于第一次出现的内容的分析结果与内容相关联地被报告和缓存。 对于任何重复的内容实例，从高速缓存中检索分析结果，而不重新处理重复的内容。 当使用所公开的技术时，系统仍然处理所有先前发生的内容，但不处理先前接收和处理的内容的重复实例。 在这里描述的实施例中，输入数据包括在通信网络中交换的通信分组。

公开(公告)号：US08965054B2

公开(公告)日：2015-02-24

申请号：US14145098

申请日：2013-12-31

Applicant: Verint Systems Ltd.

Inventor： Oren Golan ,  Shmuel Kiro ,  Itshak Horovitz

IPC: G06K9/00 ,  G06K9/46 ,  G06K9/52 ,  G06T5/00

CPC classification number: G06K9/00362 ,  G06K9/00281 ,  G06K9/4604 ,  G06K9/4609 ,  G06K9/522 ,  G06T5/00 ,  G06T7/13

Abstract: A method executed by a computer system for detecting edges comprises receiving an image comprising a plurality of pixels, determining a phase congruency value for a pixel, where the phase congruency value comprises a plurality of phase congruency components, and determining if the phase congruency value satisfies a phase congruency criteria. If the phase congruency value satisfies the phase congruency criteria, the computer system categorizes the pixel as an edge pixel. If the phase congruency value does not satisfy the phase congruency criteria, the computer system compares a first phase congruency component of the plurality of phase congruency components to a phase congruency component criteria. If the first phase congruency component satisfies the phase congruency component criteria, the computer system categorizes the pixel as an edge pixel, and if the first phase congruency component does not satisfy the phase congruency component criteria, categorizes the pixel as a non-edge pixel.

Abstract translation: 由计算机系统执行的用于检测边缘的方法包括：接收包括多个像素的图像，确定像素的相位一致值，其中相位一致值包括多个相位一致分量，以及确定相位一致值是否满足 阶段一致性标准。 如果相位一致值满足相位一致性标准，则计算机系统将像素分类为边缘像素。 如果相位一致值不满足相位一致性标准，则计算机系统将多个相位一致分量的第一相位一致分量与相位一致分量标准进行比较。 如果第一相位一致性分量满足相位一致分量标准，则计算机系统将像素分类为边缘像素，并且如果第一相位一致分量不满足相位一致分量标准，则将像素分类为非边缘像素。