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US Patent 10402435 Utilizing semantic hierarchies to process free-form text

Patent 10402435 was granted and assigned to Microsoft on September, 2019 by the United States Patent and Trademark Office.

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Patent
Patent
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Patent attributes

Patent Applicant
Microsoft
Microsoft
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Current Assignee
Microsoft
Microsoft
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
104024350
Patent Inventor Names
Navendu Jain0
Adam J. Betz0
Bill A. Haase0
Huy P. M. Dao0
Rajeev Dubey0
Date of Patent
September 3, 2019
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Patent Application Number
147882470
Date Filed
June 30, 2015
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Patent Citations Received
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US Patent 11854531 Cross-class ontology integration for language modeling
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US Patent 11636847 Ontology-augmented interface
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US Patent 11699432 Cross-context natural language model generation
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US Patent 11334720 Machine learned sentence span inclusion judgments
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US Patent 11790889 Feature engineering with question generation
Patent Primary Examiner
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Pavan Mamillapalli
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Patent abstract

User feedback may be analyzed with semantic hierarchies. In some instances, the user feedback includes free-form text. The user feedback may be mapped to one or more semantic hierarchies that include multiple levels of nodes, where each node corresponds to a class. Information of the one or more semantic hierarchies may be mapped to an ontology model. The mapped information of the ontology model may be used to identify an actionable item for the user feedback, such as a problem, suggestion, question, or other issue. Information regarding the actionable item may be made available to an individual for evaluation of the actionable item.

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