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公开(公告)号：US11586662B2
公开(公告)日：2023-02-21
申请号：US17210414
申请日：2021-03-23
Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC
Inventor： Dmitriy Meyerzon , Nikita Voronkov , Vladimir Gvozdev , Kaixiang Miao
Abstract: Extracting and surfacing information corresponding to individual logical topics from enterprise data stores that are separated across multiple geographic regions. A clustering service creates, by utilizing machine learning toolkits that are agnostic to the region in which data is stored, individual topics that have references to multiple shards of data that are stored in different geographic regions. The clustering service also shards the knowledge base state according to the regions from which pieces of data for the particular logical topic was extracted. For example, a first shard containing information extracted from a first document may be stored in a first region whereas a second shard containing information extracted from a second document may be stored in a second region. Responsive to user activity associated with the topic, a serving platform may identify and reconstitute these shards that are stored in different regions so as to surface the regionally extracted and sharded information on that topic to a user.
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公开(公告)号：US11080284B2
公开(公告)日：2021-08-03
申请号：US14854670
申请日：2015-09-15
Applicant: Microsoft Technology Licensing, LLC
Inventor： Mircea Neagovici-Negoescu , Roberta Cannerozzi , Vladimir Gvozdev , Kathrine Hammervold , Kjetil Krogvig Bergstrand , Anund Lie , Liang Zheng , Lars Kirkholt Melhus , Jørgen Løland , Niels Petter Rasch-Olsen
IPC: G06F16/2457 , G06F21/62 , G06F16/93 , G06F16/22 , G06F40/205 , H04L29/06 , G06F16/958
Abstract: Documents in a local computing system are parsed for indexing and sent to a cloud-based computing system. The cloud-based search service indexes documents that are parsed on the local computing system, as well as documents that reside in the cloud-based computing system. When a user launches a search, the search is executed against a single search index in the cloud-based computing system, which includes an index of content sources from both the local computing system and the cloud-based computing system.
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公开(公告)号：US12210831B2
公开(公告)日：2025-01-28
申请号：US17493819
申请日：2021-10-04
Applicant: Microsoft Technology Licensing, LLC
Inventor： Elena Pochernina , John Winn , Matteo Venanzi , Ivan Korostelev , Pavel Myshkov , Samuel Alexander Webster , Yordan Kirilov Zaykov , Nikita Voronkov , Dmitriy Meyerzon , Marius Alexandru Bunescu , Alexander Armin Spengler , Vladimir Gvozdev , Thomas P. Minka , Anthony Arnold Wieser , Sanil Rajput , John Guiver
IPC: G06F40/30 , G06F16/901 , G06F16/903
Abstract: In various examples there is a computer-implemented method of database construction. The method comprises storing a knowledge graph comprising nodes connected by edges, each node representing a topic. Accessing a topic type hierarchy comprising a plurality of types of topics, the topic type hierarchy having been computed from a corpus of text documents. One or more text documents are accessed and the method involves labelling a plurality of the nodes with one or more labels, each label denoting a topic type from the topic type hierarchy, by, using a deep language model; or for an individual one of the nodes representing a given topic, searching the accessed text documents for matches to at least one template, the template being a sequence of words and containing the given topic and a placeholder for a topic type; and storing the knowledge graph comprising the plurality of labelled nodes.
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公开(公告)号：US20160321264A1
公开(公告)日：2016-11-03
申请号：US14854670
申请日：2015-09-15
Applicant: Microsoft Technology Licensing, LLC
Inventor： Mircea Neagovici-Negoescu , Roberta Cannerozzi , Vladimir Gvozdev , Kathrine Hammervold , Kjetil Krogvig Bergstrand , Anund Lie , Liang Zheng , Lars Kirkholt Melhus , Jørgen Løland , Niels Petter Rasch-Olsen
CPC classification number: G06F16/24578 , G06F16/2228 , G06F16/93 , G06F16/972 , G06F17/2705 , G06F21/6218 , H04L67/42
Abstract: Documents in a local computing system are parsed for indexing and sent to a cloud-based computing system. The cloud-based search service indexes documents that are parsed on the local computing system, as well as documents that reside in the cloud-based computing system. When a user launches a search, the search is executed against a single search index in the cloud-based computing system, which includes an index of content sources from both the local computing system and the cloud-based computing system.
Abstract translation: 解析本地计算系统中的文档进行索引并发送到基于云的计算系统。 基于云的搜索服务索引在本地计算系统上解析的文档以及驻留在基于云计算系统中的文档。 当用户启动搜索时，针对基于云的计算系统中的单个搜索索引执行搜索，其包括来自本地计算系统和基于云的计算系统的内容源的索引。
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