Invention Grant
- Patent Title: Situation-dependent libraries of affective response
- Patent Title (中): 情感依赖型情感反应库
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Application No.: US13168962Application Date: 2011-06-25
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Publication No.: US09230220B2Publication Date: 2016-01-05
- Inventor: Ari M. Frank , Gil Thieberger , Anat Thieberger Ben-Haim
- Applicant: Ari M. Frank , Gil Thieberger , Anat Thieberger Ben-Haim
- Agency: Active Knowledge Ltd.
- Main IPC: G06N99/00
- IPC: G06N99/00

Abstract:
Generating a situation-dependent library comprising a user's expected response to tokens representing stimuli that influence the user's affective state, including: receiving samples comprising temporal windows of token instances to which the user was exposed, wherein the token instances have overlapping instantiation periods and are spread over a long period of time that spans different situations; wherein at least one token is expected to elicit from the user a noticeably different affective response in the different situations; receiving target values corresponding to the temporal windows of token instances; the target values represent the user's responses to the token instances from the temporal windows of token instances; training a machine learning-based user response model using the samples and the corresponding target values; and analyzing the machine learning-based user response model to generate the situation-dependent library comprising the user's expected response to tokens, which accounts for the variations in the user's affective response in the different situations.
Public/Granted literature
- US20120290512A1 Methods for creating a situation dependent library of affective response Public/Granted day:2012-11-15
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