- Patent Title: Data analytic approach to personalized questionnaire developments
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Application No.: US16902422Application Date: 2020-06-16
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Publication No.: US11495333B2Publication Date: 2022-11-08
- Inventor: Sarah Ann Laszlo , Nina Thigpen , Katherine Elise Link , Vladimir Miskovic
- Applicant: X Development LLC
- Applicant Address: US CA Mountain View
- Assignee: X Development LLC
- Current Assignee: X Development LLC
- Current Assignee Address: US CA Mountain View
- Agency: Fish & Richardson P.C.
- Main IPC: G06F16/20
- IPC: G06F16/20 ; G16H10/20 ; G06F16/28 ; G16H50/70 ; G16H10/60 ; G06F40/30 ; G16H50/20 ; G06Q10/10

Abstract:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving a plurality of answers to a first set of questions. The actions include generating an adjacency matrix based on the question-answer pairs. The actions include determining a network graph that includes question nodes and edges. The actions include identifying one or more clusters of question nodes by applying a community detection algorithm on the network graph. The actions include determining, for each cluster, i) a cluster centrality and ii) a cluster magnitude. The actions include ranking the clusters based on the cluster centralities and the cluster magnitudes of the one or more clusters. The actions include selecting a second set of questions for the user. And, the actions include causing the questions from the second set of questions to be presented to the user.
Public/Granted literature
- US20210391039A1 DATA ANALYTIC APPROACH TO PERSONALIZED QUESTIONNAIRE DEVELOPMENTS Public/Granted day:2021-12-16
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