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公开(公告)号：US20240144356A1
公开(公告)日：2024-05-02
申请号：US17981252
申请日：2022-11-04
申请人： WEVO, INC.
发明人： Dustin Garvey , Shannon Walsh , Frank Chiang , Janet Muto , Nitzan Shaer , Charlie Hoang , Hannah Sieber , Nick Montaquila , Jessica Yau , Joseph Gibson , Mary McMurray , Laurie Delaney , Andrea Paola Aguilera García , Alexa Stewart
CPC分类号： G06Q30/0641 , G06Q30/0201 , G06Q30/0203
摘要： Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system receives input defining or modifying a theme schema for classifying results of user experience tests. Responsive to receiving the input, the system trains a themer model based at least in part on example classifications in a training dataset, where the classifications map results to themes within the theme schema. When a new set of results for a user experience test is received, the trained machine learning model may generate a set of predicted themes to classify the test results. The output of the model may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.
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公开(公告)号：US20240144107A1
公开(公告)日：2024-05-02
申请号：US17979230
申请日：2022-11-02
申请人： WEVO, INC.
发明人： Dustin Garvey , Shannon Walsh , Frank Chiang , Janet Muto , Nitzan Shaer , Charlie Hoang , Hannah Sieber , Nick Montaquila , Jessica Yau , Joseph Gibson , Mary McMurray , Laurie Delaney , Andrea Paola Aguilera García, I , Alexa Stewart
摘要： Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system identifies a set of expectation elements associated with one or more UX tests. An expectation element may specify, using unstructured data that does not conform to a schema, an expectation for a user experience and a respective outcome for the user experience. A themer model may generate predictions that map the respective expectation elements to a theme from a theme schema, which may include a plurality of themes. A selector model may generate selection scores for the expectation elements. The predicted themes and selection scores may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.
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公开(公告)号：US20240144297A1
公开(公告)日：2024-05-02
申请号：US17979231
申请日：2022-11-02
申请人： WEVO, INC.
发明人： Dustin Garvey , Shannon Walsh , Frank Chiang , Janet Muto , Nitzan Shaer , Charlie Hoang , Hannah Sieber , Nick Montaquila , Jessica Yau , Joseph Gibson , Mary McMurray , Laurie Delaney , Andrea Paola Aguilera García, I , Alexa Stewart
IPC分类号： G06Q30/02
CPC分类号： G06Q30/0201 , G06Q30/0203
摘要： Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system receives input defining or modifying a theme schema for classifying results of user experience tests. Responsive to receiving the input, the system trains a themer model based at least in part on example classifications in a training dataset, where the classifications map results to themes within the theme schema. When a new set of results for a user experience test is received, the trained machine learning model may generate a set of predicted themes to classify the test results. The output of the model may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.
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公开(公告)号：US11748248B1
公开(公告)日：2023-09-05
申请号：US17981249
申请日：2022-11-04
申请人： WEVO, INC.
发明人： Dustin Garvey , Shannon Walsh , Frank Chiang , Janet Muto , Nitzan Shaer , Charlie Hoang , Hannah Sieber , Nick Montaquila , Jessica Yau , Joseph Gibson , Mary McMurray , Laurie Delaney , Andrea Paola Aguilera García , Alexa Stewart
CPC分类号： G06F11/3692
摘要： Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system identifies a set of expectation elements associated with one or more UX tests. An expectation element may specify, using unstructured data that does not conform to a schema, an expectation for a user experience and a respective outcome for the user experience. A themer model may generate predictions that map the respective expectation elements to a theme from a theme schema, which may include a plurality of themes. A selector model may generate selection scores for the expectation elements. The predicted themes and selection scores may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.
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