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1. 发明授权

US10467254B2 Methods of searching through indirect cluster connections 有权
公开(公告)号：US10467254B2
公开(公告)日：2019-11-05
申请号：US14977281
申请日：2015-12-21
申请人： Microsoft Technology Licensing, LLC
发明人： Bernhard S.J. Kohlmeier , Pradeep Chilakamarri , Sirui Sun
IPC分类号： G06F16/28 , G06F16/22 , G06F16/901 , G06F16/2457 , G06F16/36 , G06F16/35
摘要： By applying a set of simple geometric rules to the connections within a connected graph of ‘topics’ it is possible to uncover hidden relationships that are otherwise inaccessible to the lay person. Interesting, potentially non-obvious threads of content, termed indirect connection clusters (ICCs), can be found from an online encyclopedia or other graph of articles that are not directly connected to a starting topic, but instead are connected via an intermediate clique of articles. A system performing a search of an information graph can receive a request for identifying relevant content, identify (in a traversal of the information graph) one or more ICCs using a starting topic associated with the request, refine the one or more ICCs (eliminating certain ICCs) and generate a refined set of ICCs, and rank ICCs within the refined set. The ranked ICCs can be provided in response to the request for identifying relevant content.

2. 发明授权

US09436918B2 Smart selection of text spans 有权
标题翻译：智能选择文本跨度
公开(公告)号：US09436918B2
公开(公告)日：2016-09-06
申请号：US14245646
申请日：2014-04-04
申请人： Microsoft Technology Licensing, LLC
发明人： Patrick Pantel , Michael Gamon , Ariel Damian Fuxman , Bernhard Kohlmeier , Pradeep Chilakamarri
IPC分类号： G06N3/04 , G06N99/00 , G06N7/00 , G06F3/0484 , G06F17/30
CPC分类号： G06N99/005 , G06F3/04842 , G06F17/3053 , G06F17/30637 , G06F17/3064 , G06F17/30867 , G06N3/04 , G06N7/005
摘要： A text span forming either a single word or a series of two or more words that a user intended to select is predicted. A document and a location pointer that indicates a particular location in the document are received and input to different candidate text span generation methods. A ranked list of one or more scored candidate text spans is received from each of the different candidate text span generation methods. A machine-learned ensemble model is used to re-score each of the scored candidate text spans that is received from each of the different candidate text span generation methods. The ensemble model is trained using a machine learning method and features from a dataset of true intended user text span selections. A ranked list of re-scored candidate text spans is received from the ensemble model.
摘要翻译：预测形成用户想要选择的单个单词或一系列两个或多个单词的文本跨度。接收指示文档中特定位置的文档和位置指针，并输入到不同的候选文本跨度生成方法。从不同候选文本跨度生成方法的每一个接收一个或多个得分候选文本跨度的排名列表。机器学习集合模型用于重新评分从每个不同的候选文本跨度生成方法接收的得分的候选文本跨度。使用机器学习方法和来自真实用户文本跨度选择的数据集的特征训练集合模型。从集合模型中收到重新评分的候选文本跨度的排名列表。

3. 发明授权

US11023553B2 Identifying and managing trusted sources in online and networked content for professional knowledge exchange 有权
公开(公告)号：US11023553B2
公开(公告)日：2021-06-01
申请号：US15872785
申请日：2018-01-16
申请人： Microsoft Technology Licensing, LLC
发明人： Bernhard S. J. Kohlmeier , Douglas M. Taylor , Pradeep Chilakamarri
IPC分类号： G06F16/955 , G06F16/951 , G06F16/958 , G06F16/95 , G06F16/93
摘要： Systems and methods are provided for identifying and managing trusted sources in online and networked content. URLs and other objects are vetted and identified as trusted sources based on the documents in which these objects are used or otherwise acted upon and not on the content of the URLs or other objects themselves. When a URL or other object is used in a document, the URL is given a score based on the use activity, attributes of the document itself, and, optionally, user history of the user. As users use that same URL with respect to their documents, the scores from those activities are accrued to that URL. A URL with an accrued score (value) above (or equal to) a threshold value can be added to a corpus of trusted sources that can be accessed when conducting research and/or by other applications and search engines.

4. 发明授权

US10740349B2 Document storage for reuse of content within documents 有权
公开(公告)号：US10740349B2
公开(公告)日：2020-08-11
申请号：US14858910
申请日：2015-09-18
申请人： Microsoft Technology Licensing, LLC
发明人： Bernhard S. J. Kohlmeier , Pradeep Chilakamarri , Bjørn Olstad
IPC分类号： G06F16/27 , G06Q10/10 , G06F16/93 , G06F16/901
摘要： A system for reuse of content within documents can include storage media on which a document graph is stored, and indexing software that, when executed by a processing system, directs the processing system to at least: identify content component types within a source document; and represent content components in a document graph at least connected by ‘contains’ edge to source document. A search of the document graph for reusable content can then be directed to related content components including those of a particular content component type or relevancy.

5. 发明申请

US20160267166A1 METHODS OF SEARCHING THROUGH INDIRECT CLUSTER CONNECTIONS 审中-公开
标题翻译：通过间接串联连接搜索的方法
公开(公告)号：US20160267166A1
公开(公告)日：2016-09-15
申请号：US14977281
申请日：2015-12-21
申请人： Microsoft Technology Licensing, LLC
发明人： Bernhard S.J. Kohlmeier , Pradeep Chilakamarri , Sirui Sun
IPC分类号： G06F17/30
CPC分类号： G06F16/285 , G06F16/22 , G06F16/24578 , G06F16/358 , G06F16/36 , G06F16/9024
摘要： By applying a set of simple geometric rules to the connections within a connected graph of ‘topics’ it is possible to uncover hidden relationships that are otherwise inaccessible to the lay person. Interesting, potentially non-obvious threads of content, termed indirect connection clusters (ICCs), can be found from an online encyclopedia or other graph of articles that are not directly connected to a starting topic, but instead are connected via an intermediate clique of articles. A system performing a search of an information graph can receive a request for identifying relevant content, identify (in a traversal of the information graph) one or more ICCs using a starting topic associated with the request, refine the one or more ICCs (eliminating certain ICCs) and generate a refined set of ICCs, and rank ICCs within the refined set. The ranked ICCs can be provided in response to the request for identifying relevant content.
摘要翻译：通过将一组简单的几何规则应用于“主题”的连接图中的连接，可以发现否定的无关人员的隐藏关系。可以从在线百科全书或其他不直接连接到起始主题的文章图找到有趣的，潜在的非明显的内容线索，称为间接连接集群（ICC），而是通过中间文章集合。执行信息图的搜索的系统可以接收用于识别相关内容的请求，使用与请求相关联的起始主题识别（遍历信息图）一个或多个ICC，细化一个或多个ICC（消除某些 ICC），并产生一组精细的ICC，并对精细集中的ICC进行排名。可以响应于识别相关内容的请求来提供排名的ICC。

6. 发明授权

US10984055B2 Research application and service 有权
公开(公告)号：US10984055B2
公开(公告)日：2021-04-20
申请号：US15639432
申请日：2017-06-30
申请人： Microsoft Technology Licensing, LLC
发明人： Pradeep Chilakamarri , Julianne Marie Emmons , Douglas Maxwell Taylor , Bernhard S. J. Kohlmeier
IPC分类号： G06F16/951 , G06F16/28 , G06F16/2457 , G06F16/9032 , G06F16/903 , G06Q10/10 , G06F16/38 , G09B5/02 , H04W88/02
摘要： A research application and service are provided. The research application can be a mobile application, a feature within a word processing software, or an extension of a web-browsing software, through which a user can indicate a subject of research or assignment and receive a list of research topics from which credible research sources can be searched. The user can be assigned to a group identifier that identifies a group of users that can collaborate on a research project. Research sources selected and collected by the user can be stored associated with the group identifier such that members of the group can see and use those selected sources. In some cases, users can tag a selected source with another user's identifier so that the selected source can be saved in that other user's collection.

7. 发明授权

US10528597B2 Graph-driven authoring in productivity tools 有权
公开(公告)号：US10528597B2
公开(公告)日：2020-01-07
申请号：US14729644
申请日：2015-06-03
申请人： Microsoft Technology Licensing, LLC
发明人： Bernhard S. J. Kohlmeier , Pradeep Chilakamarri , Bjørn Olstad , Ashok Kuppusamy
IPC分类号： G06F16/28 , G06F16/2457 , G06F16/2458 , G06F17/21 , G06Q10/10
摘要： Systems and techniques for graph-driven authoring in productivity applications can include using context of a user of a productivity application, the existing content of the user's document or an expression input with a command for finding relevant documents, and a date/time to obtain a set of results of relevant documents. The relevant documents include documents associated with people known to the user that contain content relevant to the topic(s) and/or entities from the context and that are current.

8. 发明授权

US10402061B2 Productivity tools for content authoring 有权
公开(公告)号：US10402061B2
公开(公告)日：2019-09-03
申请号：US14738091
申请日：2015-06-12
申请人： Microsoft Technology Licensing, LLC
发明人： Bernhard S. J. Kohlmeier , Pradeep Chilakamarri , Sirui Sun
IPC分类号： G06F17/24 , G06F3/0484 , G06F3/0482 , G06F16/33
摘要： An assisted content authoring productivity tool can provide a set of content related to at least one topic determined from a user's expression of intent. The content can include topics that are not obviously related to the user's topic, but identified from indirect cluster connections found in a graph model of information such as, but not limited to, an online encyclopedia like Wikipedia. A document can be populated with topic anchors so a user can return to or have generated a set of content related to a particular topic. The topic anchor can include a graphical user interface including a topic exploration object that, when selected, initiates a command to request information related to that topic.

9. 发明申请

US20180285468A1 IDENTIFYING AND MANAGING TRUSTED SOURCES IN ONLINE AND NETWORKED CONTENT FOR PROFESSIONAL KNOWLEDGE EXCHANGE 审中-公开
公开(公告)号：US20180285468A1
公开(公告)日：2018-10-04
申请号：US15872785
申请日：2018-01-16
申请人： Microsoft Technology Licensing, LLC
发明人： Bernhard S.J. Kohlmeier , Douglas M. Taylor , Pradeep Chilakamarri
IPC分类号： G06F17/30
摘要： Systems and methods are provided for identifying and managing trusted sources in online and networked content. URLs and other objects are vetted and identified as trusted sources based on the documents in which these objects are used or otherwise acted upon and not on the content of the URLs or other objects themselves. When a URL or other object is used in a document, the URL is given a score based on the use activity, attributes of the document itself, and, optionally, user history of the user. As users use that same URL with respect to their documents, the scores from those activities are accrued to that URL. A URL with an accrued score (value) above (or equal to) a threshold value can be added to a corpus of trusted sources that can be accessed when conducting research and/or by other applications and search engines.

10. 发明申请

US20170060814A1 ENHANCED DOCUMENT SERVICES 审中-公开
标题翻译：增强文件服务
公开(公告)号：US20170060814A1
公开(公告)日：2017-03-02
申请号：US15009754
申请日：2016-01-28
申请人： Microsoft Technology Licensing, LLC
发明人： Bernhard Kohlmeier , Pradeep Chilakamarri , Chenguang Yang
IPC分类号： G06F17/21 , G06F3/0481 , G06F17/22
CPC分类号： G06F17/211 , G06F3/0481 , G06F3/0484 , G06F17/2288 , G06F17/24 , G06F17/274
摘要： A document lens service identifies a document profile specific to an end-user that is indicative of a model document for the end-user. When a productivity document is opened to be consumed by the end-user in a user interface to a productivity application, the service modifies the productivity document based at least on the document profile to align the productivity document with the model document. The productivity document is then rendered as-modified in the user interface.
摘要翻译：文件透镜服务识别特定于最终用户的文档简档，其指示最终用户的模型文档。当生产率文档被打开以在终端用户在生产力应用的用户界面中被消费时，该服务至少基于文档简档来修改生产率文档，以使生产率文档与模型文档对齐。然后，生产力文档在用户界面中被修改。

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