Invention Grant
- Patent Title: Use of neural networks for annotating search results
- Patent Title (中): 使用神经网络来注释搜索结果
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Application No.: US12618733Application Date: 2009-11-15
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Publication No.: US08533130B2Publication Date: 2013-09-10
- Inventor: Alexander V. Ershov
- Applicant: Alexander V. Ershov
- Applicant Address: US DE Wilmington
- Assignee: Dranias Development LLC
- Current Assignee: Dranias Development LLC
- Current Assignee Address: US DE Wilmington
- Main IPC: G06F15/18
- IPC: G06F15/18

Abstract:
A system for generating annotations of a document, including a plurality of neurons connected as a neural network, the neurons being associated with words, sentences and documents. An activity regulator regulates a minimum and/or maximum number of neurons of the neural network that are excited at any given time. The neurons are displayed to a user and identify the neurons that correspond to sentences containing a predetermined percentage of document meaning. The annotations can be also based on a context of the user's search query. The query can include keywords, documents considered relevant by the user, or both. Positions of the neurons relative to each other can be changed on a display device, based on input from the user, with the change in position of one neuron changing the resulting annotations. The input from the user can also include changing a relevance of neurons relative to each other, or indicating relevance or irrelevance of a document or sentence.
Public/Granted literature
- US20110047111A1 USE OF NEURAL NETWORKS FOR ANNOTATING SEARCH RESULTS Public/Granted day:2011-02-24
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