- Patent Title: Systems, methods, and computer readable media for visualization of semantic information and inference of temporal signals indicating salient associations between life science entities
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Application No.: US17369757Application Date: 2021-07-07
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Publication No.: US11900274B2Publication Date: 2024-02-13
- Inventor: Murali Aravamudan , Venkataramanan Soundararajan , Ajit Rajasekharan
- Applicant: nference, inc.
- Applicant Address: US MA Cambridge
- Assignee: nference, Inc.
- Current Assignee: nference, Inc.
- Current Assignee Address: US MA Cambridge
- Agency: Caldwell Intellectual Property Law
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G16B50/00 ; G06N5/022 ; G06F40/30 ; G16B50/10 ; G16B50/30 ; G06N3/044

Abstract:
Disclosed systems, methods, and computer readable media can detect an association between semantic entities and generate semantic information between entities. For example, semantic entities and associated semantic collections present in knowledge bases can be identified. A time period can be determined and divided into time slices. For each time slice, word embeddings for the identified semantic entities can be generated; a first semantic association strength between a first semantic entity input and a second semantic entity input can be determined; and a second semantic association strength between the first semantic entity input and semantic entities associated with a semantic collection that is associated with the second semantic entity can be determined. An output can be provided based on the first and second semantic association strengths.
Public/Granted literature
Information query