Invention Grant
- Patent Title: Prevention of invalid selections based on machine learning of user-specific latency
- Patent Title (中): 基于用户特定延迟的机器学习防止无效选择
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Application No.: US13840381Application Date: 2013-03-15
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Publication No.: US09104982B2Publication Date: 2015-08-11
- Inventor: Thomas Graham Price
- Applicant: Google Inc.
- Applicant Address: US CA Mountain View
- Assignee: Google Inc.
- Current Assignee: Google Inc.
- Current Assignee Address: US CA Mountain View
- Agency: Fish & Richardson P.C.
- Main IPC: G06F15/18
- IPC: G06F15/18 ; G06N3/00 ; G06N99/00

Abstract:
The specification relates to a client device utilizing an unintentional-selection module that disambiguates selection events for temporally proximate content. The client device records time stamps indicating a time a dynamic list is first presented and instances when the dynamic list is updated. An input selection indicating that a suggested search query has been chosen from the dynamic list of search suggestions is received and a time stamp for the input selection is recorded. A determination is made to see if the input selection is an unintentional selection. The input selection is determined as the unintentional selection when a difference between a time stamp for presenting a most recent dynamic list update and the time stamp of the input selection satisfies a user-specific threshold. The user-specific threshold is calculated with a machine learning system using user-specific latency times as training data.
Public/Granted literature
- US20150170050A1 PREVENTION OF INVALID SELECTIONS BASED ON MACHINE LEARNING OF USER-SPECIFIC LATENCY Public/Granted day:2015-06-18
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