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1. 发明申请

US20230117206A1 COMPUTERIZED NATURAL LANGUAGE PROCESSING WITH INSIGHTS EXTRACTION USING SEMANTIC SEARCH 有权
公开(公告)号：US20230117206A1
公开(公告)日：2023-04-20
申请号：US17736423
申请日：2022-05-04
申请人： RAMASWAMY VENKATESHWARAN , SRI RAMASWAMY , JOHN STANDISH , TIM EVANS
发明人： RAMASWAMY VENKATESHWARAN , SRI RAMASWAMY , JOHN STANDISH , TIM EVANS
IPC分类号： G06F40/30 , G06F40/242 , G06N5/04
摘要： A computerized method for extracting domain specific insights from a corpus of files containing large documents comprising: breaking down large chunks of text into smaller sentences/short paragraphs in a domain specific way, identifying and removing domain noise; identifying the sentence intents of the non-noise sentences; tagging the sentences with other domain specific attributes; defining a semantic ontology using a graph database based on the sentence intents, a multitude of mini-dictionaries and domain attributes; applying a pre-defined ontology to tag documents with domain specific hashtags; and combining the hashtags using machine learning techniques into insights.

2. 发明公开

US20230244875A1 COMPUTERIZED NATURAL LANGUAGE PROCESSING WITH INSIGHTS EXTRACTION USING SEMANTIC SEARCH 审中-公开
公开(公告)号：US20230244875A1
公开(公告)日：2023-08-03
申请号：US18106848
申请日：2023-02-07
申请人： RAMASWAMY VENKATESHWARAN , SRI RAMASWAMY , John Standish , TIM EVANS
发明人： RAMASWAMY VENKATESHWARAN , SRI RAMASWAMY , John Standish , TIM EVANS
IPC分类号： G06F40/30 , G06N5/04 , G06F40/242
CPC分类号： G06F40/30 , G06N5/04 , G06F40/242
摘要： A computerized method for extracting domain specific insights from a corpus of files containing large documents comprising: breaking down large chunks of text into smaller sentences/short paragraphs in a domain specific way, identifying and removing domain noise; identifying the sentence intents of the non-noise sentences; tagging the sentences with other domain specific attributes; defining a semantic ontology using a graph database based on the sentence intents, a multitude of mini-dictionaries and domain attributes; applying a pre-defined ontology to tag documents with domain specific hashtags; and combining the hashtags using machine learning techniques into insights.

3. 发明授权

US06925190B2 Flush mount speaker mounting apparatus 失效
标题翻译：嵌入式扬声器安装设备
公开(公告)号：US06925190B2
公开(公告)日：2005-08-02
申请号：US10238824
申请日：2002-09-10
申请人： Ian Popken , Andy Lewis , Allen Boothroyd , Tim Evans
发明人： Ian Popken , Andy Lewis , Allen Boothroyd , Tim Evans
IPC分类号： H04R1/02 , H04R25/00
CPC分类号： H04R1/025 , H04R2201/021
摘要： Loudspeaker mounting apparatus that permits mounting of a loudspeaker at an angle to a mounting surface. In one embodiment the apparatus comprises an assembly that includes a frame member that is flush mountable in a cutout in the mounting surface. The frame member includes an angled flange that is employed for the mounting of a cooperative baffle. The front of the baffle is recessed behind the mounting surface to permit a flush speaker installation. The baffle mounts to the angled flange of the frame member in one of two possible predetermined orientiations so as to disperse sound around a centerline that is either oriented normal to the mounting surface or at a predetermined angle from normal corresponding to the degree of angle incorporated into the frame and baffle assembly. In an alternative embodiment, a single panel-mount loudspeaker mounting frame is provided that has a speaker mounting surface angled with respect to the mounting surface so as to disperse sound around a centerline angled with respect to the plane of the wall or ceiling in which it is mounted. The speaker mounting surface is recessed within the wall when the the frame member is mounted in its intended mounting position so that the speaker will not extend into the room when the frame member is mounted to the wall or ceiling.
摘要翻译：扬声器安装装置允许扬声器与安装表面成一定角度的安装。在一个实施例中，该装置包括一个组件，该组件包括可安装在安装表面中的切口中的框架构件。框架构件包括用于安装协同挡板的成角度的凸缘。挡板的前部凹入安装表面后面，以便安装平齐的扬声器。挡板以两个可能的预定方向之一安装到框架构件的成角度的法兰上，以便将声音分散在围绕安装表面垂直定向的中心线或者与对应于与入射的角度相对应的角度的正常角度框架和挡板组件。在替代实施例中，提供了一个单一的面板安装式扬声器安装框架，其具有相对于安装表面成角度的扬声器安装表面，以便将声音分散在相对于墙壁或天花板的平面成角度的中心线处，被安装。当框架构件安装在其预期安装位置时，扬声器安装表面凹入壁内，使得当框架构件安装到墙壁或天花板时扬声器不会延伸到房间中。

4. 发明公开

US20230252239A1 COMPUTERIZED NATURAL LANGUAGE PROCESSING WITH INSIGHTS EXTRACTION USING SEMANTIC SEARCH 审中-公开
公开(公告)号：US20230252239A1
公开(公告)日：2023-08-10
申请号：US17986876
申请日：2022-11-14
申请人： RAMASWAMY VENKATESHWARAN , SRI RAMASWAMY , JOHN STANDISH , TIM EVANS
发明人： RAMASWAMY VENKATESHWARAN , SRI RAMASWAMY , JOHN STANDISH , TIM EVANS
IPC分类号： G06F40/30 , G06N5/04 , G06F40/242
CPC分类号： G06F40/30 , G06N5/04 , G06F40/242
摘要： A computerized method for extracting domain specific insights from a corpus of files containing large documents comprising: breaking down large chunks of text into smaller sentences/short paragraphs in a domain specific way, identifying and removing domain noise; identifying the sentence intents of the non-noise sentences; tagging the sentences with other domain specific attributes; defining a semantic ontology using a graph database based on the sentence intents, a multitude of mini-dictionaries and domain attributes; applying a pre-defined ontology to tag documents with domain specific hashtags; and combining the hashtags using machine learning techniques into insights.

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