Invention Grant
- Patent Title: Efficient probabilistic reasoning over semantic data
- Patent Title (中): 对语义数据的有效概率推理
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Application No.: US12968289Application Date: 2010-12-15
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Publication No.: US08751433B2Publication Date: 2014-06-10
- Inventor: Stuart M. Bowers , Thomas E. Jackson , Silvia C. Vega , Chris D. Karkanias , Allen L. Brown, Jr. , David G. Campbell , Brian S. Aust
- Applicant: Stuart M. Bowers , Thomas E. Jackson , Silvia C. Vega , Chris D. Karkanias , Allen L. Brown, Jr. , David G. Campbell , Brian S. Aust
- Applicant Address: US WA Redmond
- Assignee: Microsoft Corporation
- Current Assignee: Microsoft Corporation
- Current Assignee Address: US WA Redmond
- Agent Damon Rieth; Jim Ross; Micky Minhas
- Main IPC: G06N5/02
- IPC: G06N5/02
Abstract:
A semantic reasoning engine is described for performing probabilistic reasoning over a semantic graph in a time-efficient and viable manner. The semantic reasoning engine includes a data store that provides the semantic graph, where the semantic graph is formed by a plurality of concepts connected together via probabilistic assertions. The semantic reasoning engine operates by providing an answer to a query by recursively collapsing the semantic graph based on at least one collapsing rule.
Public/Granted literature
- US20120158636A1 EFFICIENT PROBABILISTIC REASONING OVER SEMANTIC DATA Public/Granted day:2012-06-21
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